WorldWideScience

Sample records for heterogeneous knowledge representation

  1. Ontology-based data integration from heterogeneous urban systems: A knowledge representation framework for smart cities

    NARCIS (Netherlands)

    Psyllidis, A.

    2015-01-01

    This paper presents a novel knowledge representation framework for smart city planning and management that enables the semantic integration of heterogeneous urban data from diverse sources. Currently, the combination of information across city agencies is cumbersome, as the increasingly available da

  2. Representations of commonsense knowledge

    CERN Document Server

    Davis, Ernest

    1990-01-01

    Representations of Commonsense Knowledge provides a rich language for expressing commonsense knowledge and inference techniques for carrying out commonsense knowledge. This book provides a survey of the research on commonsense knowledge.Organized into 10 chapters, this book begins with an overview of the basic ideas on artificial intelligence commonsense reasoning. This text then examines the structure of logic, which is roughly analogous to that of a programming language. Other chapters describe how rules of universal validity can be applied to facts known with absolute certainty to deduce ot

  3. Standard model of knowledge representation

    Science.gov (United States)

    Yin, Wensheng

    2016-09-01

    Knowledge representation is the core of artificial intelligence research. Knowledge representation methods include predicate logic, semantic network, computer programming language, database, mathematical model, graphics language, natural language, etc. To establish the intrinsic link between various knowledge representation methods, a unified knowledge representation model is necessary. According to ontology, system theory, and control theory, a standard model of knowledge representation that reflects the change of the objective world is proposed. The model is composed of input, processing, and output. This knowledge representation method is not a contradiction to the traditional knowledge representation method. It can express knowledge in terms of multivariate and multidimensional. It can also express process knowledge, and at the same time, it has a strong ability to solve problems. In addition, the standard model of knowledge representation provides a way to solve problems of non-precision and inconsistent knowledge.

  4. Knowledge representation with SOA

    Directory of Open Access Journals (Sweden)

    Daniela Gotseva

    2013-01-01

    Full Text Available This paper addresses the problem of supporting the software development process through the artificial intelligence. The expert systems could advise the Domain Engineer in programming without the detailed experience in programming languages. He will use and integrate, with the help of deductive database and domain knowledge, the previously developed software components to new complex functionalities. The objective of this document is to provide the knowledge representation about atomic Web Services which will be registered as the facts in the deductive database. The author proposes to use the decision rules in decision tables for representing the service model which consists of semantic specification, interface description, service quality (QoS, non-functional properties. Also the use of Domain Specific Languages (DSL for modeling Domain Engineers re-quests to the expert system will be considered within this document. As the illustrative use case for described knowledge representation the author proposes the domain of SOA-based geographic information systems (GIS which represent a new branch of information and communication technologies.

  5. Concepts, ontologies, and knowledge representation

    CERN Document Server

    Jakus, Grega; Omerovic, Sanida; Tomažic, Sašo

    2013-01-01

    Recording knowledge in a common framework that would make it possible to seamlessly share global knowledge remains an important challenge for researchers. This brief examines several ideas about the representation of knowledge addressing this challenge. A widespread general agreement is followed that states uniform knowledge representation should be achievable by using ontologies populated with concepts. A separate chapter is dedicated to each of the three introduced topics, following a uniform outline: definition, organization, and use. This brief is intended for those who want to get to know

  6. Design of Multi-attribute Knowledge Base Based on Hybrid Knowledge Representation

    Institute of Scientific and Technical Information of China (English)

    TANG Zhi-jie; YANG Bao-an; ZHANG Ke-jing

    2006-01-01

    Based on the knowledge representation and knowledge reasoning, this paper addresses the creation of the multiattribute knowledge base on the basis of hybrid knowledge representation, with the help of object-oriented programming language and relational database. Compared with general knowledge base, multi-attribute knowledge base can enhance the ability of knowledge processing and application;integrate the heterogeneous knowledge, such as model,symbol, case-based sample knowledge; and support the whole decision process by integrated reasoning.

  7. Knowledge Granularity and Representation of Knowledge: Towards Knowledge Grid

    OpenAIRE

    Mach, Maria A.; Owoc, Mieczyslaw L.

    2010-01-01

    International audience; Knowledge granularity, usually identified with the size of knowledge granules, seems to be real challenge for knowledge consumers as well as for knowledge creators. In this paper, relationships between knowledge granularity as a result of different ways of a knowledge representation are considered. The paper deals with the problem of developing knowledge grid in the context of encapsulation of knowledge including different dimensions and measures. The origin of the pro...

  8. Understanding as Integration of Heterogeneous Representations

    Science.gov (United States)

    Martínez, Sergio F.

    2014-03-01

    The search for understanding is a major aim of science. Traditionally, understanding has been undervalued in the philosophy of science because of its psychological underpinnings; nowadays, however, it is widely recognized that epistemology cannot be divorced from psychology as sharp as traditional epistemology required. This eliminates the main obstacle to give scientific understanding due attention in philosophy of science. My aim in this paper is to describe an account of scientific understanding as an emergent feature of our mastering of different (causal) explanatory frameworks that takes place through the mastering of scientific practices. Different practices lead to different kinds of representations. Such representations are often heterogeneous. The integration of such representations constitute understanding.

  9. Representation and integration of sociological knowledge using knowledge graphs

    NARCIS (Netherlands)

    Popping, R; Strijker, [No Value

    1997-01-01

    The representation and integration of sociological knowledge using knowledge graphs, a specific kind of semantic network, is discussed. Knowledge it systematically searched this reveals. inconsistencies, reducing superfluous research and knowledge, and showing gaps in a theory. This representation i

  10. Paired structures in knowledge representation

    DEFF Research Database (Denmark)

    Montero, J.; Bustince, H.; Franco de los Ríos, Camilo;

    2016-01-01

    In this position paper we propose a consistent and unifying view to all those basic knowledge representation models that are based on the existence of two somehow opposite fuzzy concepts. A number of these basic models can be found in fuzzy logic and multi-valued logic literature. Here it is clai......In this position paper we propose a consistent and unifying view to all those basic knowledge representation models that are based on the existence of two somehow opposite fuzzy concepts. A number of these basic models can be found in fuzzy logic and multi-valued logic literature. Here...... of paired structures, generated from two paired concepts together with their associated neutrality, all of them to be modeled as fuzzy sets. In this way, paired structures can be viewed as a standard basic model from which different models arise. This unifying view should therefore allow a deeper analysis...

  11. Knowledge Representation in Travelling Texts

    DEFF Research Database (Denmark)

    Mousten, Birthe; Locmele, Gunta

    2014-01-01

    Today, information travels fast. Texts travel, too. In a corporate context, the question is how to manage which knowledge elements should travel to a new language area or market and in which form? The decision to let knowledge elements travel or not travel highly depends on the limitation...... and the purpose of the text in a new context as well as on predefined parameters for text travel. For texts used in marketing and in technology, the question is whether culture-bound knowledge representation should be domesticated or kept as foreign elements, or should be mirrored or moulded—or should not travel...... at all! When should semantic and pragmatic elements in a text be replaced and by which other elements? The empirical basis of our work is marketing and technical texts in English, which travel into the Latvian and Danish markets, respectively....

  12. Knowledge Representation in Travelling Texts

    DEFF Research Database (Denmark)

    Mousten, Birthe; Locmele, Gunta

    2014-01-01

    and the purpose of the text in a new context as well as on predefined parameters for text travel. For texts used in marketing and in technology, the question is whether culture-bound knowledge representation should be domesticated or kept as foreign elements, or should be mirrored or moulded—or should not travel...... at all! When should semantic and pragmatic elements in a text be replaced and by which other elements? The empirical basis of our work is marketing and technical texts in English, which travel into the Latvian and Danish markets, respectively....

  13. Advanced techniques for the storage and use of very large, heterogeneous spatial databases. The representation of geographic knowledge: Toward a universal framework. [relations (mathematics)

    Science.gov (United States)

    Peuquet, Donna J.

    1987-01-01

    A new approach to building geographic data models that is based on the fundamental characteristics of the data is presented. An overall theoretical framework for representing geographic data is proposed. An example of utilizing this framework in a Geographic Information System (GIS) context by combining artificial intelligence techniques with recent developments in spatial data processing techniques is given. Elements of data representation discussed include hierarchical structure, separation of locational and conceptual views, and the ability to store knowledge at variable levels of completeness and precision.

  14. Semantic Knowledge Representation (SKR) API

    Data.gov (United States)

    U.S. Department of Health & Human Services — The SKR Project was initiated at NLM in order to develop programs to provide usable semantic representation of biomedical free text by building on resources...

  15. Fractal measure theory for knowledge representation

    Institute of Scientific and Technical Information of China (English)

    耿卫东; 潘云鹤

    1996-01-01

    A quantitative analysis of knowledge representation is attempted.Based on the fractal theory and information measuring principles and methods,a series of quantitative concepts for knowledge representation,e.g.information capacity,entropy,information processing channel (IPC),are proposed.From the viewpoint of information processing,the principles of maximum entropy and increasing entropy are discussed,and the types,characteristics and structures of information processing channel are also discussed.Finally,the quantitative theoretical analyses of several typical knowledge representation methods are given.

  16. Student Teachers' Knowledge about Chemical Representations

    Science.gov (United States)

    Taskin, Vahide; Bernholt, Sascha; Parchmann, Ilka

    2017-01-01

    Chemical representations serve as a communication tool not only in exchanges between scientists but also in chemistry lessons. The goals of the present study were to measure the extent of student teachers' knowledge about chemical representations, focusing on chemical formulae and structures in particular, and to explore which factors related to…

  17. Knowledge Representation for Decision Making Agents

    Science.gov (United States)

    2013-07-15

    Knowledge Representation for Decision Making Agents MAJ Peter Nesbitt Dr. Tom Anderson LTC Jonathan Alt Mr. David Ohmen Mr. Kyle Quinnell Mr. Mario...Torres TRADOC Analysis Center - Monterey 700 Dyer Road Monterey, California 93943 PREPARED BY: APPROVED BY: Peter A. Nesbitt Jonathan K. Alt MAJ, AR LTC...Include area code) 07/15/2013 Technical Report APR 2013 - JUN 2013 Knowledge Representation for Decision Making Agents MAJ Peter Nesbitt Dr Tom Anderson

  18. Knowledge representation an approach to artificial intelligence

    CERN Document Server

    Bench-Capon, TJM

    1990-01-01

    Although many texts exist offering an introduction to artificial intelligence (AI), this book is unique in that it places an emphasis on knowledge representation (KR) concepts. It includes small-scale implementations in PROLOG to illustrate the major KR paradigms and their developments.****back cover copy:**Knowledge representation is at the heart of the artificial intelligence enterprise: anyone writing a program which seeks to work by encoding and manipulating knowledge needs to pay attention to the scheme whereby he will represent the knowledge, and to be aware of the consequences of the ch

  19. [Health education: knowledge, social representation, and illness].

    Science.gov (United States)

    Gazzinelli, Maria Flávia; Gazzinelli, Andréa; Reis, Dener Carlos dos; Penna, Cláudia Maria de Mattos

    2005-01-01

    This article discusses the theory and practice of health and education, beginning with the notion of the hegemony (in health education practice) of strategies linked to the notion that to grasp established knowledge always leads to the acquisition of new behaviors and practices. Five different axioms have oriented education and health practices, either juxtaposed or at different moments: (1) the notion of overcoming the determination of knowledge over practices; (2) the determination of representations over practices; (3) the analysis of representations within the traditional framework of right and wrong; (4) reciprocity between representations and practices; and (5) the importance of considering practices amenable to re-elaboration through representations, thus situating experience in understanding subjects' illness processes, as well as the way subjects culturally construct illness. The article highlights the need for a link between social representations and illness-as-experience in health education practices.

  20. Accounting Knowledge Representation in PROLOG Language

    Directory of Open Access Journals (Sweden)

    Bogdan Patrut

    2010-03-01

    Full Text Available

    This paper presents some original techniques for implementing accounting knowledge in PROLOG language. We will represent rules of operation of accounts, the texts of accounting operations, and how to compute the depreciation.

    Keywords: accounting, knowledge representation, PROLOG, depreciation, natural language processing

  1. Functional Knowledge Representation Based on Problem Reduction

    Institute of Scientific and Technical Information of China (English)

    高济

    1992-01-01

    This paper proposes an approach for functional knowledge representation based on problem reuction,which represents the organization of problem-solving activities in two levels:reduction and reasoning.The former makes the functional plans for problem-solving while the latter constructs functional units, called handlers,for executing subproblems designated by these plans.This approach emphasizes that the representation of domain knowledge should be closely combined with(rather than separated from)its use,therefore provides a set of reasoning-level primitives to construct handlers and formulate the control strategies for executing them,As reduction-level primitives,handlers are used to construct handler-associative networks,which become the executable representation of problem-reduction graphs,in order to realize the problem-solving methods suited to domain features.Besides,handlers and their control slots can be used to focus the attention of knowledge acquisition and reasoning control.

  2. Paired structures and bipolar knowledge representation

    DEFF Research Database (Denmark)

    Montero, Javier; Bustince, Humberto; Franco, Camilo

    In this strictly positional paper we propose a general approach to bipolar knowledge representation, where the meaning of concepts can be modelled by examining their decomposition into opposite and neutral categories. In particular, it is the semantic relationship between the opposite categories...... and at the same time the type of neutrality rising in between opposites. Based on this first level of bipolar knowledge representation, paired structures in fact offer the means to characterize a specific bipolar valuation scale depending on the meaning of the concept that has to be verified. In this sense...

  3. Visual Knowledge Representation and Intelligent Image Segmentation

    Institute of Scientific and Technical Information of China (English)

    1992-01-01

    Automatic medical image analysis shows that image segmentation is a crucial task for any practical AI system in this field.On the basis of evaluation of the existing segmentation methods,a new image segmentation method is presented.To seek the perfct solution to knowledge representation in low level machine vision,a new knowledge representation approach--“Notebbok”approach is proposed and the processing of visual knowledge is discussed at all levels.To integrate the computer vision theory with Gestalt psychology and knowledge engineering,a new integrated method for intelligent image segmentation of sonargraphs- “Generalized-pattern guided segmentation”is proposed.With the methods and techniques mentioned above,the medical diagnosis expert system for sonargraphs can be built The work on the preliminary experiments is also introduced.

  4. Locally Situated Digital Representation of Indigenous Knowledge

    DEFF Research Database (Denmark)

    Winschiers-Theophilus, Heike; Jensen, Kasper Løvborg; Rodil, Kasper

    2012-01-01

    Digital re-presentation of indigenous knowledge remains an absurdity as long as we fail to deconstruct the prevalent design paradigm and techniques continuously re-framing technology within a western epistemology. This paper discusses key challenges in attempts of co-constructing a digital......’s views are brought to light within the design interactions. A new digital reality is created at the periphery of the situated knowledge through continuous negotiations and joint meaning making....

  5. Software GOLUCA: Knowledge Representation in Mental Calculation

    Science.gov (United States)

    Casas-Garcia, Luis M.; Luengo-Gonzalez, Ricardo; Godinho-Lopes, Vitor

    2011-01-01

    We present a new software, called Goluca (Godinho, Luengo, and Casas, 2007), based on the technique of Pathfinder Associative Networks (Schvaneveldt, 1989), which produces graphical representations of the cognitive structure of individuals in a given field knowledge. In this case, we studied the strategies used by teachers and its relationship…

  6. Paired structures and bipolar knowledge representation

    DEFF Research Database (Denmark)

    Montero, Javier; Bustince, Humberto; Franco, Camilo

    In this strictly positional paper we propose a general approach to bipolar knowledge representation, where the meaning of concepts can be modelled by examining their decomposition into opposite and neutral categories. In particular, it is the semantic relationship between the opposite categories ...

  7. Locally Situated Digital Representation of Indigenous Knowledge

    DEFF Research Database (Denmark)

    Winschiers-Theophilus, Heike; Jensen, Kasper Løvborg; Rodil, Kasper

    2012-01-01

    Digital re-presentation of indigenous knowledge remains an absurdity as long as we fail to deconstruct the prevalent design paradigm and techniques continuously re-framing technology within a western epistemology. This paper discusses key challenges in attempts of co-constructing a digital...

  8. The heterogeneity of mental representation: Ending the imagery debate.

    Science.gov (United States)

    Pearson, Joel; Kosslyn, Stephen M

    2015-08-18

    The possible ways that information can be represented mentally have been discussed often over the past thousand years. However, this issue could not be addressed rigorously until late in the 20th century. Initial empirical findings spurred a debate about the heterogeneity of mental representation: Is all information stored in propositional, language-like, symbolic internal representations, or can humans use at least two different types of representations (and possibly many more)? Here, in historical context, we describe recent evidence that humans do not always rely on propositional internal representations but, instead, can also rely on at least one other format: depictive representation. We propose that the debate should now move on to characterizing all of the different forms of human mental representation.

  9. Taxonomy development and knowledge representation of nurses' personal cognitive artifacts.

    Science.gov (United States)

    McLane, Sharon; Turley, James P

    2009-11-14

    Nurses prepare knowledge representations, or summaries of patient clinical data, each shift. These knowledge representations serve multiple purposes, including support of working memory, workload organization and prioritization, critical thinking, and reflection. This summary is integral to internal knowledge representations, working memory, and decision-making. Study of this nurse knowledge representation resulted in development of a taxonomy of knowledge representations necessary to nursing practice.This paper describes the methods used to elicit the knowledge representations and structures necessary for the work of clinical nurses, described the development of a taxonomy of this knowledge representation, and discusses translation of this methodology to the cognitive artifacts of other disciplines. Understanding the development and purpose of practitioner's knowledge representations provides important direction to informaticists seeking to create information technology alternatives. The outcome of this paper is to suggest a process template for transition of cognitive artifacts to an information system.

  10. Knowledge Representation Using Multilevel Flow Model in Expert System

    Energy Technology Data Exchange (ETDEWEB)

    Wang, Wenlin; Yang, Ming [Harbin Engineering University, Harbin (China)

    2015-05-15

    As for the knowledge representation, of course, there are a great many methods available for knowledge representation. These include frames, causal models, and many others. This paper presents a novel method called Multilevel Flow Model (MFM), which is used for knowledge representation in G2 expert system. Knowledge representation plays a vital role in constructing knowledge bases. Moreover, it also has impact on building of generic fault model as well as knowledge bases. The MFM is particularly useful to describe system knowledge concisely as domain map in expert system when domain experts are not available.

  11. Feature selection for domain knowledge representation through multitask learning

    CSIR Research Space (South Africa)

    Rosman, Benjamin S

    2014-10-01

    Full Text Available -1 Feature selection for domain knowledge representation through multitask learning Benjamin Rosman Mobile Intelligent Autonomous Systems CSIR South Africa BRosman@csir.co.za Representation learning is a difficult and important problem...

  12. Incorporating linguistic knowledge for learning distributed word representations.

    Science.gov (United States)

    Wang, Yan; Liu, Zhiyuan; Sun, Maosong

    2015-01-01

    Combined with neural language models, distributed word representations achieve significant advantages in computational linguistics and text mining. Most existing models estimate distributed word vectors from large-scale data in an unsupervised fashion, which, however, do not take rich linguistic knowledge into consideration. Linguistic knowledge can be represented as either link-based knowledge or preference-based knowledge, and we propose knowledge regularized word representation models (KRWR) to incorporate these prior knowledge for learning distributed word representations. Experiment results demonstrate that our estimated word representation achieves better performance in task of semantic relatedness ranking. This indicates that our methods can efficiently encode both prior knowledge from knowledge bases and statistical knowledge from large-scale text corpora into a unified word representation model, which will benefit many tasks in text mining.

  13. An object-based methodology for knowledge representation in SGML

    Energy Technology Data Exchange (ETDEWEB)

    Kelsey, R.L. [Los Alamos National Lab., NM (United States)|New Mexico State Univ., Las Cruces, NM (United States); Hartley, R.T. [New Mexico State Univ., Las Cruces, NM (United States); Webster, R.B. [Los Alamos National Lab., NM (United States)

    1997-11-01

    An object-based methodology for knowledge representation and its Standard Generalized Markup Language (SGML) implementation is presented. The methodology includes class, perspective domain, and event constructs for representing knowledge within an object paradigm. The perspective construct allows for representation of knowledge from multiple and varying viewpoints. The event construct allows actual use of knowledge to be represented. The SGML implementation of the methodology facilitates usability, structured, yet flexible knowledge design, and sharing and reuse of knowledge class libraries.

  14. Fuzzy attributes for knowledge representation and acquisition

    Energy Technology Data Exchange (ETDEWEB)

    Kelsey, R.L.; Webster, R.B.

    1996-04-01

    Repertory grids and other matrix-like structures can be used to represent knowledge and elicit knowledge from experts. A grid or matrix is a representation of a knowledge domain where the elements in the domain appear long the horizontal axis and constructs or attributes of the elements appear along the horizontal axis and constructs or attributes of the elements appear along the vertical axis. Each construct is rated for its presence in a given element or how much a construct applies to an element. Analysis of these ratings can determine similarities and differences between the elements. Traditionally, constructs are bipolar entities where a rating falls on a range from one pole to the other. For example, temperature may be represented by the bipolar construct hot-cold and a range of 1 to 5 in which 1 represents hot and 5 represents cold. Ratings of 2, 3, and 4 lie in between hot and cold. Additionally, all constructs in a grid have the same range of values and the range in arbitrarily chosen. This paper presents a method for translating grid ratings in to fuzzy membership values. The fuzzy membership values become the values for describing and analyzing the associations between elements. Thus, constructs no longer need to use the same scaling range and no longer need to be bipolar. A construct of an element now becomes a true attribute of an element. An attribute can be rated in its own range and with its own unit of measurement. In the previous example, the bipolar construct hot-cold becomes simply, temperature measured in degrees. Experts or users need no longer translate to an artificial rating range.

  15. Ologs: A Categorical Framework for Knowledge Representation

    Science.gov (United States)

    Spivak, David I.; Kent, Robert E.

    2012-01-01

    In this paper we introduce the olog, or ontology log, a category-theoretic model for knowledge representation (KR). Grounded in formal mathematics, ologs can be rigorously formulated and cross-compared in ways that other KR models (such as semantic networks) cannot. An olog is similar to a relational database schema; in fact an olog can serve as a data repository if desired. Unlike database schemas, which are generally difficult to create or modify, ologs are designed to be user-friendly enough that authoring or reconfiguring an olog is a matter of course rather than a difficult chore. It is hoped that learning to author ologs is much simpler than learning a database definition language, despite their similarity. We describe ologs carefully and illustrate with many examples. As an application we show that any primitive recursive function can be described by an olog. We also show that ologs can be aligned or connected together into a larger network using functors. The various methods of information flow and institutions can then be used to integrate local and global world-views. We finish by providing several different avenues for future research. PMID:22303434

  16. Ologs: a categorical framework for knowledge representation

    CERN Document Server

    Spivak, David I

    2011-01-01

    In this paper we introduce the olog, or ontology log, a category-theoretic model for knowledge representation (KR). Grounded in formal mathematics, ologs can be rigorously formulated and cross-compared in ways that other KR models (such as semantic networks) cannot. An olog is similar to a relational database schema; in fact an olog can serve as a data repository if desired. Unlike database schemas which are generally difficult to create or modify, ologs are designed to be user-friendly enough that authoring or reconfiguring an olog is a matter of course rather than a difficult chore. It is hoped that learning to author ologs is much simpler than learning a database definition language, despite their similarity. We describe ologs carefully and illustrate with many examples. As an application we show that any primitive recursive function can be described by an olog. We also show that ologs can be connected together into a larger network using functors. Sheaf semantics could then be employed to study local vs. ...

  17. Minimalist knowledge representation of primary care diseases in the medrapid.info knowledge base

    Directory of Open Access Journals (Sweden)

    Pascal VanQuekelberghe

    2005-12-01

    Conclusions The 'knowledge entry' function allows fast formal representation of clinical knowledge (<14 minutes per disease and testing using the integrated quality management system. In the near future, new measures must be found to improve the problematic representation of disease time processes, descriptions, warnings and graphics to formally represent clinical knowledge using the medrapid 'knowledge entry' function.

  18. Conceptual knowledge representation: A cross-section of current research.

    Science.gov (United States)

    Rogers, Timothy T; Wolmetz, Michael

    2016-01-01

    How is conceptual knowledge encoded in the brain? This special issue of Cognitive Neuropsychology takes stock of current efforts to answer this question through a variety of methods and perspectives. Across this work, three questions recur, each fundamental to knowledge representation in the mind and brain. First, what are the elements of conceptual representation? Second, to what extent are conceptual representations embodied in sensory and motor systems? Third, how are conceptual representations shaped by context, especially linguistic context? In this introductory article we provide relevant background on these themes and introduce how they are addressed by our contributing authors.

  19. A Knowledge Representation Model for Video—Based Animation

    Institute of Scientific and Technical Information of China (English)

    劳志强; 潘云鹤

    1998-01-01

    In this paper,a brief survey on knowledge-based animation techniques is given.Then a VideoStream-based Knowledge Representation Model(VSKRM)for Joint Objects is presented which includes the knowledge representation of :Graphic Object,Action and VideoStream.Next a general description of the UI framework of a system is given based on the VSKRM model.Finally,a conclusion is reached.

  20. Representation Learning from Time Labelled Heterogeneous Data for Mobile Crowdsensing

    Directory of Open Access Journals (Sweden)

    Chunmei Ma

    2016-01-01

    Full Text Available Mobile crowdsensing is a new paradigm that can utilize pervasive smartphones to collect and analyze data to benefit users. However, sensory data gathered by smartphone usually involves different data types because of different granularity and multiple sensor sources. Besides, the data are also time labelled. The heterogeneous and time sequential data raise new challenges for data analyzing. Some existing solutions try to learn each type of data one by one and analyze them separately without considering time information. In addition, the traditional methods also have to determine phone orientation because some sensors equipped in smartphone are orientation related. In this paper, we think that a combination of multiple sensors can represent an invariant feature for a crowdsensing context. Therefore, we propose a new representation learning method of heterogeneous data with time labels to extract typical features using deep learning. We evaluate that our proposed method can adapt data generated by different orientations effectively. Furthermore, we test the performance of the proposed method by recognizing two group mobile activities, walking/cycling and driving/bus with smartphone sensors. It achieves precisions of 98.6% and 93.7% in distinguishing cycling from walking and bus from driving, respectively.

  1. ONTOLOGY BASED SEMANTIC KNOWLEDGE REPRESENTATION FOR SOFTWARE RISK MANAGEMENT

    Directory of Open Access Journals (Sweden)

    C.R.Rene Robin

    2010-10-01

    Full Text Available Domain specific knowledge representation is achieved through the use of ontologies. The ontology model of software risk management is an effective approach for the intercommunion between people from teaching and learning community, the communication and interoperation among various knowledge oriented applications, and the share and reuse of the software. But the lack of formal representation tools for domain modeling results in taking liberties with conceptualization. This paper narrates an ontology based semantic knowledge representation mechanism and the architecture we proposed has been successfully implemented for the domain software riskmanagement.

  2. Knowledge Representation in the Context of E-business Applications

    Directory of Open Access Journals (Sweden)

    Simona Elena Varlan

    2010-03-01

    Full Text Available The article emphasizes the theoretical principles of knowledge representation. The paper also tries to show how to represent knowledge in the context of e-business applications creating a
    tagging platform for economic knowledge using SKOS language.

  3. Scientific knowledge acquisition as a representational change process

    OpenAIRE

    2002-01-01

    Most of science education research throughout many years, and the teaching models resulting fro this research, has been devoted, without much success, to promote the so-called conceptual change. In this paper students' alternative knowledge is interpreted as embodied implicit representations and it is argued that conceptual change must be interpreted as representational change.

  4. Scientific knowledge acquisition as a representational change process

    Directory of Open Access Journals (Sweden)

    Juan Ignacio Pozo

    2002-09-01

    Full Text Available Most of science education research throughout many years, and the teaching models resulting fro this research, has been devoted, without much success, to promote the so-called conceptual change. In this paper students' alternative knowledge is interpreted as embodied implicit representations and it is argued that conceptual change must be interpreted as representational change.

  5. Biologically Plausible, Human-scale Knowledge Representation

    Science.gov (United States)

    Crawford, Eric; Gingerich, Matthew; Eliasmith, Chris

    2016-01-01

    Several approaches to implementing symbol-like representations in neurally plausible models have been proposed. These approaches include binding through synchrony (Shastri & Ajjanagadde, 1993), "mesh" binding (van der Velde & de Kamps, 2006), and conjunctive binding (Smolensky, 1990). Recent theoretical work has suggested that…

  6. Graph-based knowledge representation computational foundations of conceptual graphs

    CERN Document Server

    Chein, Michel; Chein, Michel

    2008-01-01

    In addressing the question of how far it is possible to go in knowledge representation and reasoning through graphs, the authors cover basic conceptual graphs, computational aspects, and kernel extensions. The basic mathematical notions are summarized.

  7. Knowledge Representations for Planning Manipulation Tasks

    CERN Document Server

    Zacharias, Franziska

    2012-01-01

    In this book, the capability map, a novel general representation of the kinematic capabilities of a robot arm, is introduced. The capability map allows to determine how well regions of the workspace are reachable for the end effector in different orientations. It is a representation that can be machine processed as well as intuitively visualized for the human. The capability map and the derived algorithms are a valuable source of information for high- and low-level planning processes. The versatile applicability of the capability map is shown by examples from several distinct application domains. In human-robot interaction, a bi-manual interface for tele-operation is objectively evaluated. In low-level geometric planning, more human-like motion is planned for a humanoid robot while also reducing the computation time. And in high-level task reasoning, the suitability of a robot for a task is evaluated.    

  8. Knowledge representation in a world with vague concepts

    Energy Technology Data Exchange (ETDEWEB)

    Tresp, C. [Aachen Technical Univ. (Germany); Becks, A.; Klinkenberg, R.; Hiltner, J. [Univ. of Dortmund (Germany)

    1996-12-31

    In this paper the foundation of a knowledge representation system is introduced. It deals with fuzzy concepts and uncertain relationships. The problem we finally wish to solve, lays in the fact that on the one hand most actual methods of knowledge representation are not able to deal with vague knowledge. On the other hand, those few methods that care for vagueness lack well-defined semantics and therefore do not have a implementation-independent behavior. The proposed method is designed to model vague knowledge with well-defined semantics. Besides the language definition, basic patterns of reasoning are introduced.

  9. Knowledge Representation and Natural-Language Semantics.

    Science.gov (United States)

    1985-08-01

    that employ "semantic nets" and "frames" [ Woods 1975:50]. While this analysis is rather inelegant, it does appear to account for two constraints on...any participant in the action as rendering the action "easy": (86) Yolanda easily shot the arrow into the bullseye. (87) This exam is difficult. (88...lished manuscript, SRI International). Woods , William, 1975: "What’s in a link: foundations for semantic net- works", Representation and Understanding

  10. Employees and Creativity: Social Ties and Access to Heterogeneous Knowledge

    Science.gov (United States)

    Huang, Chiung-En; Liu, Chih-Hsing Sam

    2015-01-01

    This study dealt with employee social ties, knowledge heterogeneity contacts, and the generation of creativity. Although prior studies demonstrated a relationship between network position and creativity, inadequate attention has been paid to network ties and heterogeneity knowledge contacts. This study considered the social interaction processes…

  11. Employees and Creativity: Social Ties and Access to Heterogeneous Knowledge

    Science.gov (United States)

    Huang, Chiung-En; Liu, Chih-Hsing Sam

    2015-01-01

    This study dealt with employee social ties, knowledge heterogeneity contacts, and the generation of creativity. Although prior studies demonstrated a relationship between network position and creativity, inadequate attention has been paid to network ties and heterogeneity knowledge contacts. This study considered the social interaction processes…

  12. Semantic knowledge representation for information retrieval

    CERN Document Server

    Gödert, Winfried; Nagelschmidt, Matthias

    2014-01-01

    This book covers the basics of semantic web technologies and indexing languages, and describes their contribution to improve languages as a tool for subject queries and knowledge exploration. The book is relevant to information scientists, knowledge workers and indexers. It provides a suitable combination of theoretical foundations and practical applications.

  13. An Overview of OWL, a Language for Knowledge Representation.

    Science.gov (United States)

    Szolovits, Peter; And Others

    This is a description of the motivation and overall organization of the OWL language for knowledge representation. OWL consists of a linguistic memory system (LMS), a memory of concepts in terms of which all English phrases and all knowledge of an application domain are represented; a theory of English grammar which tells how to map English…

  14. An object-based methodology for knowledge representation

    Energy Technology Data Exchange (ETDEWEB)

    Kelsey, R.L. [Los Alamos National Lab., NM (United States)|New Mexico State Univ., Las Cruces, NM (United States); Hartley, R.T. [New Mexico State Univ., Las Cruces, NM (United States); Webster, R.B. [Los Alamos National Lab., NM (United States)

    1997-11-01

    An object based methodology for knowledge representation is presented. The constructs and notation to the methodology are described and illustrated with examples. The ``blocks world,`` a classic artificial intelligence problem, is used to illustrate some of the features of the methodology including perspectives and events. Representing knowledge with perspectives can enrich the detail of the knowledge and facilitate potential lines of reasoning. Events allow example uses of the knowledge to be represented along with the contained knowledge. Other features include the extensibility and maintainability of knowledge represented in the methodology.

  15. Visualization Through Knowledge Representation Model for Social Networks

    DEFF Research Database (Denmark)

    Hussain, Dil Muhammad Akbar; Athar Javed, Muhammad; Ahmed, Zaki

    2011-01-01

    the process of knowing, learning and creating knowledge is the relevant aspect (Nonaka and Takeuchi 1995). In this paper knowledge representation is presented in 3D style for the understanding and visualization of dynamics of complex social networks by developing a TANetworkTool (Task Analysis Network Tool......). The standard or normal representation of a typical social network is through a graph data structure in 2D. The dynamics of larger social networks is so complex some time it becomes difficult to understand the various levels of interactions and dependencies just by mere representation through a tree or graph...... of complex social networks and complimenting the analytical results. This representation can also help authorities not necessarily having specific scientific background to understand and perhaps take preventive actions required in certain specific scenarios for example dealing with terrorist/covert networks....

  16. A Semantic Model Faced on the Uniform Product Knowledge Representation

    Institute of Scientific and Technical Information of China (English)

    JIAN Chengfeng; ZHANG Meiyu

    2006-01-01

    In order to realize the uniform knowledge representation including STEP and SGML, aimed at the defects of current methods, a new semantic model that is named XOEM+OWL is put forward. And then the correspondent mapping between STEP Schema Graph and OWL Schema Graph are build as Cos(sc,oc),so we can get the semantic pattern matching degree for the semantic representation on the product information. At last the example is presented.

  17. Semantic self-knowledge and episodic self-knowledge: independent or interrelated representations?

    Science.gov (United States)

    Sakaki, Michiko

    2007-01-01

    In this study of the structure of self-knowledge, we examined priming effects for the recall of personal episodes in order to investigate whether abstract trait knowledge and personal episodes are independent mental representations. We found that accessing similar abstract representations of traits facilitated a faster recall of related personal episodes than did accessing irrelevant abstract representations of traits (Experiments 1 and 2), reading a nonword prime (Experiments 2 and 3), accessing knowledge of one's mother (Experiment 3), or accessing semantic knowledge (Experiment 3). Contrary to previous findings, which indicated that abstract trait knowledge is represented independently of related personal episodes (e.g., Klein & Loftus, 1993; Tulving, 1993), our results suggest that abstract trait knowledge is associated with personal episodes, and therefore that semantic self-knowledge is associated with episodic self-knowledge in long-term self-knowledge.

  18. Knowledge Representation Methods in Expert System for Earthquake Prediction ESEP 3.0

    Institute of Scientific and Technical Information of China (English)

    Wang Wei; Wu Gengfeng; Zhang Bofeng; Zheng Zhaobi; Liu Hui; Li Sheng

    2005-01-01

    Knowledge representation is a key to the building of expert systems. The performance of knowledge representation methods directly affects the intelligence level and the problem-solving ability of the system. There are various kinds of knowledge representation methods in ESEP3.0. In this paper, the authors introduce the knowledge representation methods, such as structure knowledge, seismological and precursory forecast knowledge, machine learning knowledge, synthetic prediction knowledge, knowledge to validate and verify certainty factors of anomalous evidence and support knowledge, etc. and propose a model for validation of certainty factors of anomalous evidence. The knowledge representation methods represent all kinds of earthquake prediction knowledge well.

  19. Knowledge Representation from Classification Schema to Semantic Web (I

    Directory of Open Access Journals (Sweden)

    Silvia-Adriana Tomescu

    2014-01-01

    Full Text Available In this essay we aim to investigate knowledge as approach of describing possible worlds through classification schema, taxonomies, ontologies and semantic web. We focus on the historical background and the methods of culture and civilization representation. In this regard, we studied the ancient concern to classify knowledge, from the biblical period when the Tree Metaphor concentrated the essence of knowledge, to the Francis Bacon classification and then Paul Otlet and we analysed the languages used in the scientific fields and then in the information science filed, emphasizing on the improvements of the ICT: hypertext and semantic web. We paid a special attention to the knowledge construction through math language and exchange standards. The reason of the approach comes from the logic and philosophic base of the knowledge representation that underline the idea that only properly structured scientific domains ensure the progress of the society.

  20. Knowledge representation of rock plastic deformation

    Science.gov (United States)

    Davarpanah, Armita; Babaie, Hassan

    2017-04-01

    The first iteration of the Rock Plastic Deformation (RPD) ontology models the semantics of the dynamic physical and chemical processes and mechanisms that occur during the deformation of the generally inhomogeneous polycrystalline rocks. The ontology represents the knowledge about the production, reconfiguration, displacement, and consumption of the structural components that participate in these processes. It also formalizes the properties that are known by the structural geology and metamorphic petrology communities to hold between the instances of the spatial components and the dynamic processes, the state and system variables, the empirical flow laws that relate the variables, and the laboratory testing conditions and procedures. The modeling of some of the complex physio-chemical, mathematical, and informational concepts and relations of the RPD ontology is based on the class and property structure of some well-established top-level ontologies. The flexible and extensible design of the initial version of the RPD ontology allows it to develop into a model that more fully represents the knowledge of plastic deformation of rocks under different spatial and temporal scales in the laboratory and in solid Earth. The ontology will be used to annotate the datasets related to the microstructures and physical-chemical processes that involve them. This will help the autonomous and globally distributed communities of experimental structural geologists and metamorphic petrologists to coherently and uniformly distribute, discover, access, share, and use their data through automated reasoning and enhanced data integration and software interoperability.

  1. Knowledge Representation Of CT Scans Of The Head

    Science.gov (United States)

    Ackerman, Laurens V.; Burke, M. W.; Rada, Roy

    1984-06-01

    We have been investigating diagnostic knowledge models which assist in the automatic classification of medical images by combining information extracted from each image with knowledge specific to that class of images. In a more general sense we are trying to integrate verbal and pictorial descriptions of disease via representations of knowledge, study automatic hypothesis generation as related to clinical medicine, evolve new mathematical image measures while integrating them into the total diagnostic process, and investigate ways to augment the knowledge of the physician. Specifically, we have constructed an artificial intelligence knowledge model using the technique of a production system blending pictorial and verbal knowledge about the respective CT scan and patient history. It is an attempt to tie together different sources of knowledge representation, picture feature extraction and hypothesis generation. Our knowledge reasoning and representation system (KRRS) works with data at the conscious reasoning level of the practicing physician while at the visual perceptional level we are building another production system, the picture parameter extractor (PPE). This paper describes KRRS and its relationship to PPE.

  2. A Description Logic Based Knowledge Representation Model for Concept Understanding

    DEFF Research Database (Denmark)

    Badie, Farshad

    2018-01-01

    This research employs Description Logics in order to focus on logical description and analysis of the phenomenon of ‘concept understanding’. The article will deal with a formal-semantic model for figuring out the underlying logical assumptions of ‘concept understanding’ in knowledge representation...... systems. In other words, it attempts to describe a theoretical model for concept understanding and to reflect the phenomenon of ‘concept understanding’ in terminological knowledge representation systems. Finally, it will design an ontology that schemes the structure of concept understanding based...

  3. Dynamic updating of hippocampal object representations reflects new conceptual knowledge.

    Science.gov (United States)

    Mack, Michael L; Love, Bradley C; Preston, Alison R

    2016-11-15

    Concepts organize the relationship among individual stimuli or events by highlighting shared features. Often, new goals require updating conceptual knowledge to reflect relationships based on different goal-relevant features. Here, our aim is to determine how hippocampal (HPC) object representations are organized and updated to reflect changing conceptual knowledge. Participants learned two classification tasks in which successful learning required attention to different stimulus features, thus providing a means to index how representations of individual stimuli are reorganized according to changing task goals. We used a computational learning model to capture how people attended to goal-relevant features and organized object representations based on those features during learning. Using representational similarity analyses of functional magnetic resonance imaging data, we demonstrate that neural representations in left anterior HPC correspond with model predictions of concept organization. Moreover, we show that during early learning, when concept updating is most consequential, HPC is functionally coupled with prefrontal regions. Based on these findings, we propose that when task goals change, object representations in HPC can be organized in new ways, resulting in updated concepts that highlight the features most critical to the new goal.

  4. Managing heterogeneous knowledge: A Theory of External Knowledge Integration

    NARCIS (Netherlands)

    Kraaijenbrink, Jeroen; Wijnhoven, Alphonsus B.J.M.

    2008-01-01

    Knowledge integration has been theorised at the levels of organisations and inter-organisational dyads. However, no theory exists yet of the integration of knowledge from an organisation's environment. This paper addresses this void in the literature by presenting a theory of external knowledge

  5. Using texts in science education: cognitive processes and knowledge representation.

    Science.gov (United States)

    van den Broek, Paul

    2010-04-23

    Texts form a powerful tool in teaching concepts and principles in science. How do readers extract information from a text, and what are the limitations in this process? Central to comprehension of and learning from a text is the construction of a coherent mental representation that integrates the textual information and relevant background knowledge. This representation engenders learning if it expands the reader's existing knowledge base or if it corrects misconceptions in this knowledge base. The Landscape Model captures the reading process and the influences of reader characteristics (such as working-memory capacity, reading goal, prior knowledge, and inferential skills) and text characteristics (such as content/structure of presented information, processing demands, and textual cues). The model suggests factors that can optimize--or jeopardize--learning science from text.

  6. Terminological Importation for Adapting Reusable Knowledge Representation Components in the KSM Environment

    OpenAIRE

    Sierra, José Luis; Molina, Martin

    1998-01-01

    This paper describes the adaptation approach of reusable knowledge representation components used in the KSM environment for the formulation and operationalisation of structured knowledge models. Reusable knowledge representation components in KSM are called primitives of representation. A primitive of representation provides: (1) a knowledge representation formalism (2) a set of tasks that use this knowledge together with several problem-solving methods to carry out these tasks (3) a knowled...

  7. The epistemic representation: visual production and communication of scientific knowledge.

    Directory of Open Access Journals (Sweden)

    Francisco López Cantos

    2015-03-01

    Full Text Available Despite its great influence on the History of Science, visual representations have attracted marginal interest until very recently and have often been regarded as a simple aid for mere illustration or scientific demonstration. However, it has been shown that visualization is an integral element of reasoning and a highly effective and common heuristic strategy in the scientific community and that the study of the conditions of visual production and communication are essential in the development of scientific knowledge. In this paper we deal with the nature of the various forms of visual representation of knowledge that have been happening throughout the history of science, taking as its starting point the illustrated monumental works and three-dimensional models that begin to develop within the scientific community around the fifteenth century. The main thesis of this paper is that any scientific visual representations have common elements that allow us to approach them from epistemic nature, heuristic and communicative dimension.

  8. Paired fuzzy sets as a basic structure for knowledge representation

    DEFF Research Database (Denmark)

    Montero, Javier; Franco de los Ríos, Camilo; Gómez, Daniel

    2015-01-01

    In this paper we present an unifying approach to a number of fuzzy models that share the existence of two opposite concepts. In particular, we stress that standard structures for knowledge representation are being built from a family of related concepts, paired concepts in case we simply consider...

  9. On the Roles of External Knowledge Representations in Assessment Design

    Science.gov (United States)

    Mislevy, Robert J.; Behrens, John T.; Bennett, Randy E.; Demark, Sarah F.; Frezzo, Dennis C.; Levy, Roy; Robinson, Daniel H.; Rutstein, Daisy Wise; Shute, Valerie J.; Stanley, Ken; Winters, Fielding I.

    2010-01-01

    People use external knowledge representations (KRs) to identify, depict, transform, store, share, and archive information. Learning how to work with KRs is central to be-coming proficient in virtually every discipline. As such, KRs play central roles in curriculum, instruction, and assessment. We describe five key roles of KRs in assessment: (1)…

  10. DKLFRS:A Default Knowledge Logical Framework Representation System

    Institute of Scientific and Technical Information of China (English)

    范仲春; 邢汉承

    1992-01-01

    The traditional resasoning system based on first order predicate logic can't represent and handle default knowledge,This paper presents a logical framework representation approach for default reasoning.Based on Mixed SLDNF-resolution,a nonmonotonic reasoning system has been constructed.

  11. A Semantic-Driven Knowledge Representation Model for the Materials Engineering Application

    Directory of Open Access Journals (Sweden)

    Xin Cheng

    2014-04-01

    Full Text Available A Materials Engineering Application (MEA has been presented as a solution for the problems of materials design, solutions simulation, production and processing, and service evaluation. Large amounts of data are generated in the MEA distributed and heterogeneous environment. As the demand for intelligent engineering information applications increases, the challenge is to effectively organize these complex data and provide timely and accurate on-demand services. In this paper, based on the supporting environment of Open Cloud Services Architecture (OCSA and Virtual DataSpace (VDS, a new semantic-driven knowledge representation model for MEA information is proposed. Faced with the MEA constantly changing user requirements, this model elaborates the semantic representation of data, services and their relationships to support the construction of domain knowledge ontology. Then, based on the ontology modeling in VDS, the semantic representations of association mapping, rule-based reasoning, and evolution tracking are analyzed to support MEA knowledge acquisition. Finally, an application example of knowledge representation in the field of materials engineering is given to illustrate the proposed model, and some experimental comparisons are discussed for evaluating and verifying the effectiveness of this method.

  12. Hybrid Systems for Knowledge Representation in Artificial Intelligence

    Directory of Open Access Journals (Sweden)

    Rajeswari P.V N

    2012-11-01

    Full Text Available There are few knowledge representation (KR techniques available for efficiently representing knowledge. However, with the increase in complexity, better methods are needed. Some researchers came up with hybrid mechanisms by combining two or more methods. In an effort to construct an intelligent computer system, a primary consideration is to represent large amounts of knowledge in a way that allows effective use and efficiently organizing information to facilitate making the recommended inferences. There are merits and demerits of combinations, and standardized method of KR is needed. In this paper, various hybrid schemes of KR were explored at length and details presented.

  13. A Fuzzy Knowledge Representation Model for Student Performance Assessment

    DEFF Research Database (Denmark)

    Badie, Farshad

    Knowledge representation models based on Fuzzy Description Logics (DLs) can provide a foundation for reasoning in intelligent learning environments. While basic DLs are suitable for expressing crisp concepts and binary relationships, Fuzzy DLs are capable of processing degrees of truth/completene....../completeness about vague or imprecise information. This paper tackles the issue of representing fuzzy classes using OWL2 in a dataset describing Performance Assessment Results of Students (PARS)....

  14. Data bases and knowledge representation for literary and linguistic studies

    Energy Technology Data Exchange (ETDEWEB)

    Cercone, N.; Goebel, R.

    1983-09-01

    In the design or selection of a computing system for literary and linguistic applications, an important consideration is the data base management methodology. Researchers can use either conventional data base management or data base management methods developed by specialists in artificial intelligence knowledge representation. For their stylistic and content analyses of text construction of vocabularies and language data banks, and interlanguage translation, the capabilities demanded of the data management system may vary substantially. The authors discuss and compare various suitable databases. 91 references.

  15. Neuro-symbolic representation learning on biological knowledge graphs

    KAUST Repository

    Alshahrani, Mona

    2017-04-21

    Biological data and knowledge bases increasingly rely on Semantic Web technologies and the use of knowledge graphs for data integration, retrieval and federated queries. In the past years, feature learning methods that are applicable to graph-structured data are becoming available, but have not yet widely been applied and evaluated on structured biological knowledge.We develop a novel method for feature learning on biological knowledge graphs. Our method combines symbolic methods, in particular knowledge representation using symbolic logic and automated reasoning, with neural networks to generate embeddings of nodes that encode for related information within knowledge graphs. Through the use of symbolic logic, these embeddings contain both explicit and implicit information. We apply these embeddings to the prediction of edges in the knowledge graph representing problems of function prediction, finding candidate genes of diseases, protein-protein interactions, or drug target relations, and demonstrate performance that matches and sometimes outperforms traditional approaches based on manually crafted features. Our method can be applied to any biological knowledge graph, and will thereby open up the increasing amount of SemanticWeb based knowledge bases in biology to use in machine learning and data analytics.https://github.com/bio-ontology-research-group/walking-rdf-and-owl.robert.hoehndorf@kaust.edu.sa.Supplementary data are available at Bioinformatics online.

  16. Knowledge Representation and Fuzzy Reasoning of an Agricultural Expert System

    Institute of Scientific and Technical Information of China (English)

    吴顺祥; 倪子伟; 李茂青

    2002-01-01

    The design scheme of an agricultural expert system based on longan and cauliflower planting techniques is presented. Using an object-oriented design and a combination of the techniques in multimedia, database, expert system and artificial intelligence, an in-depth analysis and summary are made of the knowledge features of the agricultural multimedia expert system and data models involved. According to the practical problems in agricultural field, the architectures and functions of the system are designed, and some design ideas about the hybrid knowledge representation and fuzzy reasoning are proposed.

  17. Towards Ontology as Knowledge Representation for Intellectual Capital Measurement

    Science.gov (United States)

    Zadjabbari, B.; Wongthongtham, P.; Dillon, T. S.

    For many years, physical asset indicators were the main evidence of an organization’s successful performance. However, the situation has changed after information technology revolution in the knowledge-based economy. Since 1980’s business performance has not been limited only to physical assets instead intellectual capital are increasingly playing a major role in business performance. In this paper, we utilize ontology as a tool for knowledge representation in the domain of intellectual capital measurement. The ontology classifies ways of intangible capital measurement.

  18. Knowledge Representation for Prognosis of Health Status in Rehabilitation

    Directory of Open Access Journals (Sweden)

    Luigi Ceccaroni

    2012-08-01

    Full Text Available In this article, key points are discussed concerning knowledge representation for clinical decision support systems in the domain of physical medicine and rehabilitation. Information models, classifications and terminologies, such as the “virtual medical record” (vMR, the “international classification of functioning, disability and health” (ICF, the “international classification of diseases” (ICD and the “systematized nomenclature of medicine—clinical terms” (SNOMED CT, are used for knowledge integration and reasoning. A system is described that supports the measuring of functioning status, diversity, prognosis and similarity between patients in the post-acute stage, thus helping health professionals’ prescription of recommendations.

  19. Visualization Through Knowledge Representation Model for Social Networks

    DEFF Research Database (Denmark)

    Hussain, Dil Muhammad Akbar; Athar Javed, Muhammad; Ahmed, Zaki

    2011-01-01

    the process of knowing, learning and creating knowledge is the relevant aspect (Nonaka and Takeuchi 1995). In this paper knowledge representation is presented in 3D style for the understanding and visualization of dynamics of complex social networks by developing a TANetworkTool (Task Analysis Network Tool....... Although, many analytical methods provide relationship dependencies, role of different nodes and their importance in the network. In this paper we are presenting a visualization of networks by rotating the network through various dimensions to provide a more realistic view to understand the dynamics...

  20. Knowledge-based adaptive polarimetric detection in heterogeneous clutter

    Institute of Scientific and Technical Information of China (English)

    Yinan Zhao,Fengcong Li,; Xiaolin Qiao

    2014-01-01

    The detection performance and the constant false alarm rate behavior of the conventional adaptive detectors are severely degraded in heterogeneous clutter. This paper designs and analy-ses a knowledge-based (KB) adaptive polarimetric detector in het-erogeneous clutter. The proposed detection scheme is composed of a data selector using polarization knowledge and an adaptive polarization detector using training data. A polarization data se-lector based on the maximum likelihood estimation is proposed to remove outliers from the heterogeneous training data. This selector can remove outliers effectively, thus the training data is purified for estimating the clutter covariance matrix. Consequently, the performance of the adaptive detector is improved. We assess the performance of the KB adaptive polarimetric detector and the adaptive polarimetric detector without a data selector using sim-ulated data and IPIX radar data. The results show that the KB adaptive polarization detector outperforms its non-KB counter-parts.

  1. Spatial representations are specific to different domains of knowledge.

    Science.gov (United States)

    Beecham, Rowena; Reeve, Robert A; Wilson, Sarah J

    2009-05-20

    There is evidence that many abstract concepts are represented cognitively in a spatial format. However, it is unknown whether similar spatial processes are employed in different knowledge domains, or whether individuals exhibit similar spatial profiles within and across domains. This research investigated similarities in spatial representation in two knowledge domains--mathematics and music. Sixty-one adults completed analogous number magnitude and pitch discrimination tasks: the Spatial-Numerical Association of Response Codes and Spatial-Musical Association of Response Codes tasks. Subgroups of individuals with different response patterns were identified through cluster analyses. For both the mathematical and musical tasks, approximately half of the participants showed the expected spatial judgment effect when explicitly cued to focus on the spatial properties of the stimuli. Despite this, performances on the two tasks were largely independent. Consistent with previous research, the study provides evidence for the spatial representation of number and pitch in the majority of individuals. However, there was little evidence to support the claim that the same spatial representation processes underpin mathematical and musical judgments.

  2. Spatial representations are specific to different domains of knowledge.

    Directory of Open Access Journals (Sweden)

    Rowena Beecham

    Full Text Available There is evidence that many abstract concepts are represented cognitively in a spatial format. However, it is unknown whether similar spatial processes are employed in different knowledge domains, or whether individuals exhibit similar spatial profiles within and across domains. This research investigated similarities in spatial representation in two knowledge domains--mathematics and music. Sixty-one adults completed analogous number magnitude and pitch discrimination tasks: the Spatial-Numerical Association of Response Codes and Spatial-Musical Association of Response Codes tasks. Subgroups of individuals with different response patterns were identified through cluster analyses. For both the mathematical and musical tasks, approximately half of the participants showed the expected spatial judgment effect when explicitly cued to focus on the spatial properties of the stimuli. Despite this, performances on the two tasks were largely independent. Consistent with previous research, the study provides evidence for the spatial representation of number and pitch in the majority of individuals. However, there was little evidence to support the claim that the same spatial representation processes underpin mathematical and musical judgments.

  3. Knowledge Representation Standards and Interchange Formats for Causal Graphs

    Science.gov (United States)

    Throop, David R.; Malin, Jane T.; Fleming, Land

    2005-01-01

    In many domains, automated reasoning tools must represent graphs of causally linked events. These include fault-tree analysis, probabilistic risk assessment (PRA), planning, procedures, medical reasoning about disease progression, and functional architectures. Each of these fields has its own requirements for the representation of causation, events, actors and conditions. The representations include ontologies of function and cause, data dictionaries for causal dependency, failure and hazard, and interchange formats between some existing tools. In none of the domains has a generally accepted interchange format emerged. The paper makes progress towards interoperability across the wide range of causal analysis methodologies. We survey existing practice and emerging interchange formats in each of these fields. Setting forth a set of terms and concepts that are broadly shared across the domains, we examine the several ways in which current practice represents them. Some phenomena are difficult to represent or to analyze in several domains. These include mode transitions, reachability analysis, positive and negative feedback loops, conditions correlated but not causally linked and bimodal probability distributions. We work through examples and contrast the differing methods for addressing them. We detail recent work in knowledge interchange formats for causal trees in aerospace analysis applications in early design, safety and reliability. Several examples are discussed, with a particular focus on reachability analysis and mode transitions. We generalize the aerospace analysis work across the several other domains. We also recommend features and capabilities for the next generation of causal knowledge representation standards.

  4. Representational Similarity Analysis Reveals Heterogeneous Networks Supporting Speech Motor Control

    DEFF Research Database (Denmark)

    Zheng, Zane; Cusack, Rhodri; Johnsrude, Ingrid

    The everyday act of speaking involves the complex processes of speech motor control. One important feature of such control is regulation of articulation when auditory concomitants of speech do not correspond to the intended motor gesture. While theoretical accounts of speech monitoring posit...... is supported by a complex neural network that is involved in linguistic, motoric and sensory processing. With the aid of novel real-time acoustic analyses and representational similarity analyses of fMRI signals, our data show functionally differentiated networks underlying auditory feedback control of speech....... multiple functional components required for detection of errors in speech planning (e.g., Levelt, 1983), neuroimaging studies generally indicate either single brain regions sensitive to speech production errors, or small, discrete networks. Here we demonstrate that the complex system controlling speech...

  5. A framework for knowledge acquisition, representation and problem-solving in knowledge-based planning

    Science.gov (United States)

    Martinez-Bermudez, Iliana

    This research addresses the problem of developing planning knowledge-based applications. In particular, it is concerned with the problems of knowledge acquisition and representation---the issues that remain an impediment to the development of large-scale, knowledge-based planning applications. This work aims to develop a model of planning problem solving that facilitates expert knowledge elicitation and also supports effective problem solving. Achieving this goal requires determining the types of knowledge used by planning experts, the structure of this knowledge, and the problem-solving process that results in the plan. While answering these questions it became clear that the knowledge structure, as well as the process of problem solving, largely depends on the knowledge available to the expert. This dissertation proposes classification of planning problems based on their use of expert knowledge. Such classification can help in the selection of the appropriate planning method when dealing with a specific planning problem. The research concentrates on one of the identified classes of planning problems that can be characterized by well-defined and well-structured problem-solving knowledge. To achieve a more complete knowledge representation architecture for such problems, this work employs the task-specific approach to problem solving. The result of this endeavor is a task-specific methodology that allows the representation and use of planning knowledge in a structural, consistent manner specific to the domain of the application. The shell for building a knowledge-based planning application was created as a proof of concept for the methodology described in this dissertation. This shell enabled the development of a system for manufacturing planning---COMPLAN. COMPLAN encompasses knowledge related to four generic techniques used in composite material manufacturing and, given the description of the composite part, creates a family of plans capable of producing it.

  6. Knowledge Representation in KDD Based on Linguistic Atoms

    Institute of Scientific and Technical Information of China (English)

    李德毅

    1997-01-01

    An important issue in Knowledge Discovery in Databases is to allo the discovered knowledge to be as close as possible to natural languages to satisfy user needs with tractability on one hand,and to offer KDD systems robustness on the other hand.At this junction,this paper describes a new concept of linguistic atoms with three digital characteristics:expected value Ex,entropy En,anddeviation D.The mathematical description has effectively integrated the fuzziness and randomness of linguistic terms in a unified way.Based on this model a method of knowledge representation in KDD is developed which bridges the gap between quantitative knowledge and qualitative knowledge.Mapping between quantitatives and qualitatives becomes much easier and interchangeable.In order to discover generalized knowledge from a database,one may use virtual linguistic terms and cloud transforms for the auto-generation of concept hierarchies to attributes.Predictive data mining with the cloud model is given for implementation.This further illustrates the advantages of this linguistic model in KDD.

  7. Towards OWL-based Knowledge Representation in Petrology

    CERN Document Server

    Shkotin, Alex; Kudryavtsev, Dmitry

    2011-01-01

    This paper presents our work on development of OWL-driven systems for formal representation and reasoning about terminological knowledge and facts in petrology. The long-term aim of our project is to provide solid foundations for a large-scale integration of various kinds of knowledge, including basic terms, rock classification algorithms, findings and reports. We describe three steps we have taken towards that goal here. First, we develop a semi-automated procedure for transforming a database of igneous rock samples to texts in a controlled natural language (CNL), and then a collection of OWL ontologies. Second, we create an OWL ontology of important petrology terms currently described in natural language thesauri. We describe a prototype of a tool for collecting definitions from domain experts. Third, we present an approach to formalization of current industrial standards for classification of rock samples, which requires linear equations in OWL 2. In conclusion, we discuss a range of opportunities arising ...

  8. Diagnoses, syndromes, and diseases: a knowledge representation problem.

    Science.gov (United States)

    Calvo, Franz; Karras, Bryant T; Phillips, Richard; Kimball, Ann Marie; Wolf, Fred

    2003-01-01

    Despite their widespread use, the terms "syndrome", "disease" and "diagnosis" are sometimes utilized improperly and ambiguously, compounding the complexities of medical knowledge representation. The definitions and illustrative examples provided here will be useful for developers of diagnostic expert systems. Description of the Problem Representing medical knowledge is a highly complex endeavor. The improper use of the terms "syndrome", "disease" and their relations to "diagnosis" is one of the difficulties with which medical informaticians must deal, especially when developing expert systems to support diagnoses. Although ubiquitous in medical and lay discourse, the term "disease" has no unambiguous, generally accepted definition. How-ever, most of those using this term allow themselves the comfortable delusion that everyone knows what it means. Only sparse and fragmented literature could be found regarding this issue.

  9. MediaNet: a multimedia information network for knowledge representation

    Science.gov (United States)

    Benitez, Ana B.; Smith, John R.; Chang, Shih-Fu

    2000-10-01

    In this paper, we present MediaNet, which is a knowledge representation framework that uses multimedia content for representing semantic and perceptual information. The main components of MediaNet include conceptual entities, which correspond to real world objects, and relationships among concepts. MediaNet allows the concepts and relationships to be defined or exemplified by multimedia content such as images, video, audio, graphics, and text. MediaNet models the traditional relationship types such as generalization and aggregation but adds additional functionality by modeling perceptual relationships based on feature similarity. For example, MediaNet allows a concept such as car to be defined as a type of a transportation vehicle, but which is further defined and illustrated through example images, videos and sounds of cars. In constructing the MediaNet framework, we have built on the basic principles of semiotics and semantic networks in addition to utilizing the audio-visual content description framework being developed as part of the MPEG-7 multimedia content description standard. By integrating both conceptual and perceptual representations of knowledge, MediaNet has potential to impact a broad range of applications that deal with multimedia content at the semantic and perceptual levels. In particular, we have found that MediaNet can improve the performance of multimedia retrieval applications by using query expansion, refinement and translation across multiple content modalities. In this paper, we report on experiments that use MediaNet in searching for images. We construct the MediaNet knowledge base using both WordNet and an image network built from multiple example images and extracted color and texture descriptors. Initial experimental results demonstrate improved retrieval effectiveness using MediaNet in a content-based retrieval system.

  10. [Social representations of illness: Comparison of "expert" knowledge and "naïve" knowledge].

    Science.gov (United States)

    Jeoffrion, C; Dupont, P; Tripodi, D; Roland-Lévy, C

    2016-06-01

    The link between social practices and representations is now well known. But while many studies have focused on the social representation of mental illness, in various populations, few studies have focused on the notion of disease/illness by comparing professionals and non-professionals health workers representations. Indeed, the disease is both a reality described, explained and treated by medicine; for those who are affected by a disease, it is an individual experience with psychological, social and cultural impacts. The social representation is determined by the structure of the social groups in which it develops; therefore, it is a form of knowledge socially shaped and shared by the members of a social group. Several theoretical extensions have been elaborated and particularly, the structural approach and the central core theory. These approaches sustain the arguments of a hierarchical organization of a social representation with a central core surrounded by peripheral zones. The central core is common and shared by the majority of the members of a given group, whereas the peripheral zones provide space for the individualization of the social knowledge. The main goal of our study is to highlight the social representations of disease in health professionals (HP) and in non-health professionals (NHP). The group of HP has been differentiated into three subgroups: "medical doctors", "nurses" and "pharmacists", while that of NHP in two subgroups: those submitted to a "long period medical treatment" and those "without treatment". Our aim is to show that there are different social and professional Representations of disease. The professional representations are specific social representations related to professional contexts. We formulate the following assumptions (a) that the social representations of HP and NHP will be articulated around a common central core. Nevertheless, we expect to find specific peripheral elements related to professional status, based on

  11. Using conceptual spaces to fuse knowledge from heterogeneous robot platforms

    Science.gov (United States)

    Kira, Zsolt

    2010-04-01

    As robots become more common, it becomes increasingly useful for many applications to use them in teams that sense the world in a distributed manner. In such situations, the robots or a central control center must communicate and fuse information received from multiple sources. A key challenge for this problem is perceptual heterogeneity, where the sensors, perceptual representations, and training instances used by the robots differ dramatically. In this paper, we use Gärdenfors' conceptual spaces, a geometric representation with strong roots in cognitive science and psychology, in order to represent the appearance of objects and show how the problem of heterogeneity can be intuitively explored by looking at the situation where multiple robots differ in their conceptual spaces at different levels. To bridge low-level sensory differences, we abstract raw sensory data into properties (such as color or texture categories), represented as Gaussian Mixture Models, and demonstrate that this facilitates both individual learning and the fusion of concepts between robots. Concepts (e.g. objects) are represented as a fuzzy mixture of these properties. We then treat the problem where the conceptual spaces of two robots differ and they only share a subset of these properties. In this case, we use joint interaction and statistical metrics to determine which properties are shared. Finally, we show how conceptual spaces can handle the combination of such missing properties when fusing concepts received from different robots. We demonstrate the fusion of information in real-robot experiments with a Mobile Robots Amigobot and Pioneer 2DX with significantly different cameras and (on one robot) a SICK lidar.ÿÿÿÿ

  12. Specialized knowledge representation and the parameterization of context

    Directory of Open Access Journals (Sweden)

    Pamela eFaber

    2016-02-01

    Full Text Available Though instrumental in numerous disciplines, context has no universally accepted definition. In specialized knowledge resources it is timely and necessary to parameterize context with a view to more effectively facilitating knowledge representation, understanding, and acquisition, the main aims of terminological knowledge bases. This entails distinguishing different types of context as well as how they interact with each other. This is not a simple objective to achieve despite the fact that specialized discourse does not have as many contextual variables as those in general language (i.e. figurative meaning, irony, etc.. Even in specialized text, context is an extremely complex concept. In fact, contextual information can be specified in terms of scope or according to the type of information conveyed. It can be a textual excerpt or a whole document; a pragmatic convention or a whole culture; a concrete situation or a prototypical scenario. Although these versions of context are useful for the users of terminological resources, such resources rarely support context modeling. In this paper we propose a taxonomy of context primarily based on scope (local and global and further divided into syntactic, semantic and pragmatic facets. These facets cover the specification of different types of terminological information, such as predicate-argument structure, collocations, semantic relations, term variants, grammatical and lexical cohesion, communicative situations, subject fields and cultures.

  13. Specialized Knowledge Representation and the Parameterization of Context.

    Science.gov (United States)

    Faber, Pamela; León-Araúz, Pilar

    2016-01-01

    Though instrumental in numerous disciplines, context has no universally accepted definition. In specialized knowledge resources it is timely and necessary to parameterize context with a view to more effectively facilitating knowledge representation, understanding, and acquisition, the main aims of terminological knowledge bases. This entails distinguishing different types of context as well as how they interact with each other. This is not a simple objective to achieve despite the fact that specialized discourse does not have as many contextual variables as those in general language (i.e., figurative meaning, irony, etc.). Even in specialized text, context is an extremely complex concept. In fact, contextual information can be specified in terms of scope or according to the type of information conveyed. It can be a textual excerpt or a whole document; a pragmatic convention or a whole culture; a concrete situation or a prototypical scenario. Although these versions of context are useful for the users of terminological resources, such resources rarely support context modeling. In this paper, we propose a taxonomy of context primarily based on scope (local and global) and further divided into syntactic, semantic, and pragmatic facets. These facets cover the specification of different types of terminological information, such as predicate-argument structure, collocations, semantic relations, term variants, grammatical and lexical cohesion, communicative situations, subject fields, and cultures.

  14. Method of Dynamic Knowledge Representation and Learning Based on Fuzzy Petri Nets

    Institute of Scientific and Technical Information of China (English)

    WEI Sheng-jun; HU Chang-zhen; SUN Ming-qian

    2008-01-01

    A method of knowledge representation and learning based on fuzzy Petri nets was designed. In this way the parameters of weights, threshold value and certainty factor in knowledge model can be adjusted dynamically. The advantages of knowledge representation based on production rules and neural networks were integrated into this method. Just as production knowledge representation, this method has clear structure and specific parameters meaning. In addition, it has learning and parallel reasoning ability as neural networks knowledge representation does. The result of simulation shows that the learning algorithm can converge, and the parameters of weights, threshold value and certainty factor can reach the ideal level after training.

  15. Guideline Formalization and Knowledge Representation for Clinical Decision Support

    Directory of Open Access Journals (Sweden)

    Tiago OLIVEIRA

    2012-09-01

    Full Text Available Normal 0 21 false false false EN-US JA X-NONE /* Style Definitions */ table.MsoNormalTable {mso-style-name:"Tabla normal"; mso-tstyle-rowband-size:0; mso-tstyle-colband-size:0; mso-style-noshow:yes; mso-style-priority:99; mso-style-parent:""; mso-padding-alt:0cm 5.4pt 0cm 5.4pt; mso-para-margin:0cm; mso-para-margin-bottom:.0001pt; mso-pagination:widow-orphan; font-size:12.0pt; font-family:Cambria; mso-ascii-font-family:Cambria; mso-ascii-theme-font:minor-latin; mso-hansi-font-family:Cambria; mso-hansi-theme-font:minor-latin; mso-ansi-language:EN-US;} The prevalence of situations of medical error and defensive medicine in healthcare institutions is a great concern of the medical community. Clinical Practice Guidelines are regarded by most researchers as a way to mitigate theseoccurrences; however, there is a need to make them interactive, easier to update and to deploy. This paper provides a model for Computer-Interpretable Guidelines based on the generic tasks of the clinical process, devised to be included in the framework of a Clinical Decision Support System. Aiming to represent medical recommendations in a simple and intuitive way. Hence, this work proposes a knowledge representation formalism that uses an Extension to Logic Programming to handle incomplete information. This model is used to represent different cases of missing, conflicting and inexact information with the aid of a method to quantify its quality. The integration of the guideline model with the knowledge representation formalism yields a clinical decision model that relies on the development of multiple information scenarios and the exploration of different clinical hypotheses.

  16. Knowledge Representation of the Melody and Rhythm in Koto Songs

    Science.gov (United States)

    Deguchi, Sachiko; Shirai, Katsuhiko

    This paper describes the knowledge representation of the melody and rhythm in koto songs based on the structure of the domain: the scale, melisma (the melody in a syllable), and bar. We have encoded koto scores and extracted 2,3,4-note melodic patterns sequentially from the voice part of koto scores. The 2,3,4-note patterns used in the melisma are limited and the percentages of top patterns are high. The 3,4-note melodic patterns are examined at each scale degree. These patterns are more restricted than the patterns that are possible under the constraint of the scale. These typical patterns on the scale represent the knowledge of koto players. We have analyzed rhythms in two different ways. We have extracted rhythms depending on each melodic pattern, while we have extracted rhythms depending on each bar. The former are complicated and the latter are typical. This result indicates that koto players recognize melodic patterns and rhythmic patterns independently. Our analyses show the melodic patterns and rhythmic patterns that are acquired by koto players. These patterns will be applied to the description of variations of the melisma to build a score database. These patterns will also be applied to a composition and education. The melodic patterns can be extracted from other genres of Japanese traditional music, foreign old folk songs or chants by using this method.

  17. Semantic Health Knowledge Graph: Semantic Integration of Heterogeneous Medical Knowledge and Services

    Directory of Open Access Journals (Sweden)

    Longxiang Shi

    2017-01-01

    Full Text Available With the explosion of healthcare information, there has been a tremendous amount of heterogeneous textual medical knowledge (TMK, which plays an essential role in healthcare information systems. Existing works for integrating and utilizing the TMK mainly focus on straightforward connections establishment and pay less attention to make computers interpret and retrieve knowledge correctly and quickly. In this paper, we explore a novel model to organize and integrate the TMK into conceptual graphs. We then employ a framework to automatically retrieve knowledge in knowledge graphs with a high precision. In order to perform reasonable inference on knowledge graphs, we propose a contextual inference pruning algorithm to achieve efficient chain inference. Our algorithm achieves a better inference result with precision and recall of 92% and 96%, respectively, which can avoid most of the meaningless inferences. In addition, we implement two prototypes and provide services, and the results show our approach is practical and effective.

  18. Knowledge Representation Issues in Semantic Graphs for Relationship Detection

    Energy Technology Data Exchange (ETDEWEB)

    Barthelemy, M; Chow, E; Eliassi-Rad, T

    2005-02-02

    An important task for Homeland Security is the prediction of threat vulnerabilities, such as through the detection of relationships between seemingly disjoint entities. A structure used for this task is a ''semantic graph'', also known as a ''relational data graph'' or an ''attributed relational graph''. These graphs encode relationships as typed links between a pair of typed nodes. Indeed, semantic graphs are very similar to semantic networks used in AI. The node and link types are related through an ontology graph (also known as a schema). Furthermore, each node has a set of attributes associated with it (e.g., ''age'' may be an attribute of a node of type ''person''). Unfortunately, the selection of types and attributes for both nodes and links depends on human expertise and is somewhat subjective and even arbitrary. This subjectiveness introduces biases into any algorithm that operates on semantic graphs. Here, we raise some knowledge representation issues for semantic graphs and provide some possible solutions using recently developed ideas in the field of complex networks. In particular, we use the concept of transitivity to evaluate the relevance of individual links in the semantic graph for detecting relationships. We also propose new statistical measures for semantic graphs and illustrate these semantic measures on graphs constructed from movies and terrorism data.

  19. Towards a unified account of the representation, processing and acquisition of second language knowledge

    NARCIS (Netherlands)

    Hulstijn, J.

    2002-01-01

    This article argues for the need to reconcile symbolist and connectionist accounts of (second) language learning by propounding nine claims, aimed at integrating accounts of the representation, processing and acquisition of second language (L2) knowledge. Knowledge representation is claimed to be po

  20. Open Knowledge Representation Techniques and Its Application in Precision Forming Design

    Directory of Open Access Journals (Sweden)

    Wang Ping

    2016-01-01

    Full Text Available Precision forming knowledge of precision forging parts can be acquired from various sources and generally requires an effective representation for its efficient reuse. According to the specific characteristics of the precision forming of car forging parts, the precision forming engineering knowledge has been classified into several kinds with the method of the open knowledge representation techniques for the different kinds of knowledge proposed. The open representation techniques of precision forming knowledge and its application are described in detail, and combined with the development of the precision forming design system of the automotive starter guiding cylinder based on knowledge. The results show that the precision forming knowledge is represented in an effective way will solve the problem of fusion of precision forming knowledge and precision forming manufacturing, and improve greatly the utilization efficiency of the precision forming knowledge.

  1. On the Representation of Heterogeneity in Land-Surface-Atmosphere Coupling

    Science.gov (United States)

    de Vrese, Philipp; Schulz, Jan-Peter; Hagemann, Stefan

    2016-07-01

    A realistic representation of processes that are not resolved by the model grid is one of the key challenges in Earth-system modelling. In particular, the non-linear nature of processes involved makes a representation of the link between the atmosphere and the land surface difficult. This is especially so when the land surface is horizontally strongly heterogeneous. In the majority of present day Earth system models two strategies are pursued to couple the land surface and the atmosphere. In the first approach, surface heterogeneity is not explicitly accounted for, instead effective parameters are used to represent the entirety of the land surface in a model's grid box (parameter-aggregation). In the second approach, subgrid-scale variability at the surface is explicitly represented, but it is assumed that the blending height is located below the lowest atmospheric model level (simple flux-aggregation). Thus, in both approaches the state of the atmosphere is treated as being horizontally homogeneous within a given grid box. Based upon the blending height concept, an approach is proposed that allows for a land-surface-atmosphere coupling in which horizontal heterogeneity is considered not only at the surface, but also within the lowest layers of the atmosphere (the VERTEX scheme). Below the blending height, the scheme refines the turbulent mixing process with respect to atmospheric subgrid fractions, which correspond to different surface features. These subgrid fractions are not treated independently of each other, since an explicit horizontal component is integrated into the turbulent mixing process. The scheme was implemented into the JSBACH model, the land component of the Max Planck Institute for Meteorology's Earth-system model, when coupled to the atmospheric general circulation model ECHAM. The single-column version of the Earth system model is used in two example cases in order to demonstrate how the effects of surface heterogeneity are transferred into the

  2. Heterogeneous recurrence representation and quantification of dynamic transitions in continuous nonlinear processes

    Science.gov (United States)

    Chen, Yun; Yang, Hui

    2016-06-01

    Many real-world systems are evolving over time and exhibit dynamical behaviors. In order to cope with system complexity, sensing devices are commonly deployed to monitor system dynamics. Online sensing brings the proliferation of big data that are nonlinear and nonstationary. Although there is rich information on nonlinear dynamics, significant challenges remain in realizing the full potential of sensing data for system control. This paper presents a new approach of heterogeneous recurrence analysis for online monitoring and anomaly detection in nonlinear dynamic processes. A partition scheme, named as Q-tree indexing, is firstly introduced to delineate local recurrence regions in the multi-dimensional continuous state space. Further, we design a new fractal representation of state transitions among recurrence regions, and then develop new measures to quantify heterogeneous recurrence patterns. Finally, we develop a multivariate detection method for on-line monitoring and predictive control of process recurrences. Case studies show that the proposed approach not only captures heterogeneous recurrence patterns in the transformed space, but also provides effective online control charts to monitor and detect dynamical transitions in the underlying nonlinear processes.

  3. Building HVAC control knowledge data schema – Towards a unified representation of control system knowledge

    Energy Technology Data Exchange (ETDEWEB)

    Chen, Yan; Treado, Stephen J.; Messner, John I.

    2016-12-01

    Building control systems for Heating, Ventilation, and Air Conditioning (HVAC) play a key role in realizing the functionality and operation of building systems and components. Building Control Knowledge (BCK) is the logic and algorithms embedded throughout building control system. There are different methods to represent the BCK. These methods differ in the selection of BCK representing elements and the format of those elements. There is a lack of standard data schema, for storing, retrieving, and reusing structured BCK. In this study, a modular data schema is created for BCK representation. The data schema contains eleven representing elements, i.e., control module name, operation mode, system schematic, control flow diagram, data point, alarm, parameter, control sequence, function, and programming code. Each element is defined with specific attributes. This data schema is evaluated through a case study demonstration. The demonstration shows a new way to represent the BCK with standard formats.

  4. Conceptualizations of Representation Forms and Knowledge Organization of High School Teachers in Finland: "Magnetostatics"

    Science.gov (United States)

    Majidi, Sharareh; Emden, Markus

    2013-01-01

    One of the main components of teachers' pedagogical content knowledge refers to their use of representation forms. In a similar vein, organizing concepts logically and meaningfully is an essential element of teachers' subject matter knowledge. Since subject matter and pedagogical content knowledge of teachers are tightly connected as categories…

  5. Logical knowledge representation of regulatory relations in biomedical pathways

    DEFF Research Database (Denmark)

    Zambach, Sine; Hansen, Jens Ulrik

    2010-01-01

    Knowledge on regulatory relations, in for example regulatory pathways in biology, is used widely in experiment design by biomedical researchers and in systems biology. The knowledge has typically either been represented through simple graphs or through very expressive differential equation...

  6. Logical knowledge representation of regulatory relations in biomedical pathways

    DEFF Research Database (Denmark)

    Zambach, Sine; Hansen, Jens Ulrik

    2010-01-01

    Knowledge on regulatory relations, in for example regulatory pathways in biology, is used widely in experiment design by biomedical researchers and in systems biology. The knowledge has typically either been represented through simple graphs or through very expressive differential equation...

  7. Representability in DL-Lite_R knowledge base exchange

    NARCIS (Netherlands)

    Arenas, M.; Botoeva, E.; Calvanese, D.; Ryzhikov, V.; Sherkhonov, E.

    2012-01-01

    Knowledge base exchange can be considered as a generalization of data exchange in which the aim is to exchange between a source and a target connected through mappings, not only explicit knowledge, i.e., data, but also implicit knowledge in the form of axioms. Such problem has been investigated

  8. Representability in DL-Lite_R knowledge base exchange

    NARCIS (Netherlands)

    Arenas, M.; Botoeva, E.; Calvanese, D.; Ryzhikov, V.; Sherkhonov, E.

    2012-01-01

    Knowledge base exchange can be considered as a generalization of data exchange in which the aim is to exchange between a source and a target connected through mappings, not only explicit knowledge, i.e., data, but also implicit knowledge in the form of axioms. Such problem has been investigated rece

  9. REPRESENTATIONAL SPEECHES ON SOCIAL KNOWLEDGE TRANSFER IN THE UNIVERSITY OF CARABOBO

    Directory of Open Access Journals (Sweden)

    Nairobi Osorio

    2015-11-01

    Full Text Available This study aimed to generate an interpretation of the social representations of teachers at the University of Carabobo, ranked PEII associated with the social transfer of knowledge. The qualitative research approach, phenomenological, hermeneutic, allowed evidence through observation of the phenomenon and the revision of the 'statements, the need to transform representations about the ways employed to transfer knowledge from the university to the social context; the study findings indicate that the conceptions of the researchers on the social transfer of knowledge located only in the plane of the diffusion of new knowledge and the centrality of university social responsibility.

  10. The Role of Knowledge in Visual Shape Representation

    Science.gov (United States)

    1988-10-01

    EMDR ), of either the Energy-Trough or Parallel Forces type, can be used as a modular building block for constructing shape representations. Each EMDR ...In the bottom-up direction, a shape description enters the primitive feature side of an EMDR as a vector, S, describing a point in the high dimensional...feature space. An interpretation of this description, in terms of a location on the constraint surface maintained by this EMDR , emerges at the

  11. [Patient education: between complex knowledge, educators, heterogeneous learners and multiple contexts].

    Science.gov (United States)

    Balcou-Debussche, Maryvette

    2012-09-01

    Therapeutic patient education questions the links between medical and social sciences through epistemological, praxeological, and ethical issues. Its development in France and abroad necessary invites to consider the complexity of the particularities and variations of numerous contexts. The present contribution examines the theoretical foundations and the conditions required for the development of integrative learning situations, which involve both persons with chronic diseases and educators who have beneficiated from diverse socialisations. These learning situations have been worked out across three distinct stages: prerequisite analysis of specific knowledge at stake and of learners' representations preceding the thorough design of procedures that can yield results with heterogeneous individuals of various cultural and social origins. More than ten thousands persons have beneficiated from these learning situations courses. Results underline the development of emerging social dynamics and organisations beyond the learning process. These analysis invite to the reflection on social and contextual dimensions of learning, on the access to knowledge for persons with chronic diseases and the opportunities to develop the approach by diverse educators and trainers from various areas.

  12. Maximum entropy production allows a simple representation of heterogeneity in semiarid ecosystems.

    Science.gov (United States)

    Schymanski, Stanislaus J; Kleidon, Axel; Stieglitz, Marc; Narula, Jatin

    2010-05-12

    Feedbacks between water use, biomass and infiltration capacity in semiarid ecosystems have been shown to lead to the spontaneous formation of vegetation patterns in a simple model. The formation of patterns permits the maintenance of larger overall biomass at low rainfall rates compared with homogeneous vegetation. This results in a bias of models run at larger scales neglecting subgrid-scale variability. In the present study, we investigate the question whether subgrid-scale heterogeneity can be parameterized as the outcome of optimal partitioning between bare soil and vegetated area. We find that a two-box model reproduces the time-averaged biomass of the patterns emerging in a 100 x 100 grid model if the vegetated fraction is optimized for maximum entropy production (MEP). This suggests that the proposed optimality-based representation of subgrid-scale heterogeneity may be generally applicable to different systems and at different scales. The implications for our understanding of self-organized behaviour and its modelling are discussed.

  13. The recommendation system knowledge representation and reasoning procedures under uncertainty for metal casting

    Directory of Open Access Journals (Sweden)

    S. Kluska-Nawarecka

    2015-01-01

    Full Text Available The paper presents an information system dedicated to requirements recommendation and knowledge sharing. It presents methodology of constructing domain knowledge base and application procedure on the example of production technology of Austempered Ductile Iron (ADI. For knowledge representation and reasoning Logic of Plausible Reasoning (LPR is used. Both equally applicable LPR for formalization the knowledge of foundry technology, as well as the described system solution have the unique character.

  14. 知识表示方法比较%Comparative Study of Knowledge Representation

    Institute of Scientific and Technical Information of China (English)

    刘建炜; 燕路峰

    2011-01-01

    阐述知识表示的概念,介绍各种知识表示方法.通过讨沦知识表示的执行层、逻辑层、表示应用层三个层面,构建比较和评估各种知识表示方法在智能系统中的指标框架,并且进行简单的比较.最后,通过比较认为该框架可以指导我们选择合适的知识表示方法解决实际问题.%Firstly, the paper describes the concept of knowledge representation and a variety of knowledge representation.Secondly, it discusses tree levels of knowledge representation: implementational level, logical level and epistemological level.For each level, it sets a framework for comparing and evaluating intelligent knowledge representation.Then commonly-used knowledge representation schemes are compared with this framework.It is believed that this framewok can be efficiently used for comparsion and selection of nowledge representation scheme in spromblem solving.

  15. Knowledge Representation from Classification Schema to Semantic Web (II

    Directory of Open Access Journals (Sweden)

    Silvia-Adriana Tomescu

    2015-01-01

    Full Text Available We aim to approach in this essay the technical paths used to represent hibrid documents in online environment using specific standars. The multimedia contents increase and the diverse storage formats need refined instruments for the search and retrieval process. Dedicated applications require a high level of interperability therefore the necesity of standardization. This study tries to argument theoretically the need to set and reflect logically the media objects properties in metadata schema and to illustrate the importance of ontologies and taxonomies in online environment representation.

  16. Knowledge representation for integrated plant operation and maintenance

    DEFF Research Database (Denmark)

    Lind, Morten

    2010-01-01

    Integrated operation and maintenance of process plants has many advantages. One advantage is the improved economy obtained by reducing the number of plant shutdowns. Another is to increase reliability of operation by monitoring of risk levels during on-line maintenance. Integrated plant operation...... and maintenance require knowledge bases which can capture the interactions between the two plant activities. As an example, taking out a component or a subsystem for maintenance during operation will require a knowledge base representing the interactions between plant structure, functions, operating states...... and goals and incorporate knowledge about redundancy and reliability data. Multilevel Flow Modeling can be used build knowledge bases representing plant goals and functions and has been applied for fault diagnosis and supervisory control but currently it does not take into account structural information...

  17. Specifying Geographic Information - Ontology, Knowledge Representation, and Formal Constraints

    DEFF Research Database (Denmark)

    Christensen, Jesper Vinther

    2007-01-01

    of domains and conceptualization of these. The thesis contributes a formalization of what is understood by domain models and conceptual models, when the focus is on geographic information. Moreover, it is shown how specifications for geographic information are related to this representational system...... of requirements and rules, building on terms from the domain and concept ontologies. In combination with the theoretical basis the analysis is used for developing an underlying model of notions, which defines the individual elements in a specification and the relations between them. In the chapters of the thesis...... this underlying model is extended to include a number of components, which each contribute to the model being able to form the basis of a strong and productive specification tool for the making and maintenance of specifications for geographic information. These components among others include description...

  18. Practitioner's knowledge representation a pathway to improve software effort estimation

    CERN Document Server

    Mendes, Emilia

    2014-01-01

    The main goal of this book is to help organizations improve their effort estimates and effort estimation processes by providing a step-by-step methodology that takes them through the creation and validation of models that are based on their own knowledge and experience. Such models, once validated, can then be used to obtain predictions, carry out risk analyses, enhance their estimation processes for new projects and generally advance them as learning organizations.Emilia Mendes presents the Expert-Based Knowledge Engineering of Bayesian Networks (EKEBNs) methodology, which she has used and adapted during the course of several industry collaborations with different companies world-wide over more than 6 years. The book itself consists of two major parts: first, the methodology's foundations in knowledge management, effort estimation (with special emphasis on the intricacies of software and Web development) and Bayesian networks are detailed; then six industry case studies are presented which illustrate the pra...

  19. Engaging Minds, Enhancing Comprehension and Constructing Knowledge through Visual Representations.

    Science.gov (United States)

    Gil-Garcia, Ana; Villegas, Joaquin

    Advance organizers are used to teach specific contexts with different levels of complexity. Regardless of the educational level or context, the advance organizer (graphic organizer) is a tool that helps the learner connect the known to the unknown and remember the knowledge gained. To help in understanding this process, a case study was developed…

  20. Looking beyond superficial knowledge gaps: understanding public representations of biodiversity

    NARCIS (Netherlands)

    Buijs, A.E.; Fischer, A.; Rink, D.; Young, J.C.

    2008-01-01

    Lack of public support for, and protest against, biodiversity management measures have often been explained by the apparently inadequate knowledge of biodiversity in the general public. In stark contrast to this assumption of public ignorance, our results from focus group discussions in The

  1. Description of the Choquet Integral for Tactical Knowledge Representation

    Science.gov (United States)

    2010-07-01

    support Data Fusion Information Group ( DFIG ) model Level 5 user refinement in target labeling [14]. 3 Choquet Integral Constructs Rickard [15] has...Group ( DFIG ) model [14]. Warren has defined Globular Knowledge Fusion (GKF) as a method to synthesize information when interdependencies exist from

  2. The Representation of Pragmatic Knowledge in Recent ELT Textbooks

    Science.gov (United States)

    Ren, Wei; Han, Zhengrui

    2016-01-01

    Pragmatic competence has become an increasingly crucial component of language pedagogy. This article reports on a quantitative and qualitative study of ten English language textbooks used in Chinese universities with a particular focus on their coverage of pragmatic knowledge. Detailed analysis focused specifically on the mention of pragmatic…

  3. Efficient Results in Semantic Interoperability for Health Care. Findings from the Section on Knowledge Representation and Management.

    Science.gov (United States)

    Soualmia, L F; Charlet, J

    2016-11-10

    To summarize excellent current research in the field of Knowledge Representation and Management (KRM) within the health and medical care domain. We provide a synopsis of the 2016 IMIA selected articles as well as a related synthetic overview of the current and future field activities. A first step of the selection was performed through MEDLINE querying with a list of MeSH descriptors completed by a list of terms adapted to the KRM section. The second step of the selection was completed by the two section editors who separately evaluated the set of 1,432 articles. The third step of the selection consisted of a collective work that merged the evaluation results to retain 15 articles for peer-review. The selection and evaluation process of this Yearbook's section on Knowledge Representation and Management has yielded four excellent and interesting articles regarding semantic interoperability for health care by gathering heterogeneous sources (knowledge and data) and auditing ontologies. In the first article, the authors present a solution based on standards and Semantic Web technologies to access distributed and heterogeneous datasets in the domain of breast cancer clinical trials. The second article describes a knowledge-based recommendation system that relies on ontologies and Semantic Web rules in the context of chronic diseases dietary. The third article is related to concept-recognition and text-mining to derive common human diseases model and a phenotypic network of common diseases. In the fourth article, the authors highlight the need for auditing the SNOMED CT. They propose to use a crowdbased method for ontology engineering. The current research activities further illustrate the continuous convergence of Knowledge Representation and Medical Informatics, with a focus this year on dedicated tools and methods to advance clinical care by proposing solutions to cope with the problem of semantic interoperability. Indeed, there is a need for powerful tools able to

  4. Integration of Heterogeneous Information Sources into a Knowledge Resource Management System for Lifelong Learning

    NARCIS (Netherlands)

    Demidova, Elena; Ternier, Stefaan; Olmedilla, Daniel; Duval, Erik; Dicerto, Michele; Stefanov, Krassen; Sacristán, Naiara

    2007-01-01

    Demidova, E., Ternier, S., Olmedilla, D., Duval, E., Dicerto, M., Stefanov, K., et al. (2007). Integration of Heterogeneous Information Sources into a Knowledge Resource Management System for Lifelong. TENCompetence Workshop on Service Oriented Approaches and Lifelong Competence Development Infrastr

  5. An orthorhombic representation of a heterogeneous medium for the finite-difference modelling of seismic wave propagation

    Science.gov (United States)

    Kristek, Jozef; Moczo, Peter; Chaljub, Emmanuel; Kristekova, Miriam

    2017-02-01

    The possibility of applying one explicit finite-difference (FD) scheme to all interior grid points (points not lying on a grid border) no matter what their positions are with respect to the material interface is one of the key factors of the computational efficiency of the FD modelling. Smooth or discontinuous heterogeneity of the medium is accounted for only by values of the effective grid moduli and densities. Accuracy of modelling thus very much depends on how these effective grid parameters are evaluated. We present an orthorhombic representation of a heterogeneous medium for the FD modelling. We numerically demonstrate its superior accuracy. Compared to the harmonic-averaging representation the orthorhombic representation is more accurate mainly in the case of strong surface waves that are especially important in local surface sedimentary basins. The orthorhombic representation is applicable to modelling seismic wave propagation and earthquake motion in isotropic models with material interfaces and smooth heterogeneities using velocity-stress, displacement-stress and displacement FD schemes on staggered, partly staggered, Lebedev and collocated grids.

  6. An application of object-oriented knowledge representation to engineering expert systems

    Science.gov (United States)

    Logie, D. S.; Kamil, H.; Umaretiya, J. R.

    1990-01-01

    The paper describes an object-oriented knowledge representation and its application to engineering expert systems. The object-oriented approach promotes efficient handling of the problem data by allowing knowledge to be encapsulated in objects and organized by defining relationships between the objects. An Object Representation Language (ORL) was implemented as a tool for building and manipulating the object base. Rule-based knowledge representation is then used to simulate engineering design reasoning. Using a common object base, very large expert systems can be developed, comprised of small, individually processed, rule sets. The integration of these two schemes makes it easier to develop practical engineering expert systems. The general approach to applying this technology to the domain of the finite element analysis, design, and optimization of aerospace structures is discussed.

  7. Representation and Non-representation of Knowledge Mediation in Legal Contracts

    DEFF Research Database (Denmark)

    Larsen, Aase Voldgaard

    takes place in different ways. A survey among lawyers (Larsen 2009) showed that, concerning legal contracts, mediation of knowledge is largely performed by legal experts, i.e. lawyers, to their clients during personal consultations before the contract is signed. Many lawyers prefer to explain difficult...

  8. Issues and challenges of knowledge representation and reasoning methods in situation assessment (Level 2 Fusion)

    Science.gov (United States)

    Blasch, Erik; Kadar, Ivan; Salerno, John; Kokar, Mieczyslaw M.; Das, Subrata; Powell, Gerald M.; Corkill, Daniel D.; Ruspini, Enrique H.

    2006-05-01

    Situation assessment (SA) involves deriving relations among entities, e.g., the aggregation of object states (i.e. classification and location). While SA has been recognized in the information fusion and human factors literature, there still exist open questions regarding knowledge representation and reasoning methods to afford SA. For instance, while lots of data is collected over a region of interest, how does this information get presented to an attention constrained user? The information overload can deteriorate cognitive reasoning so a pragmatic solution to knowledge representation is needed for effective and efficient situation understanding. In this paper, we present issues associated with Level 2 (Situation Assessment) including: (1) user perception and perceptual reasoning representation, (2) knowledge discovery process models, (3) procedural versus logical reasoning about relationships, (4) user-fusion interaction through performance metrics, and (5) syntactic and semantic representations. While a definitive conclusion is not the aim of the paper, many critical issues are proposed in order to characterize future successful strategies to knowledge representation and reasoning strategies for situation assessment.

  9. Sentiments analysis at conceptual level making use of the Narrative Knowledge Representation Language.

    Science.gov (United States)

    Zarri, Gian Piero

    2014-10-01

    This paper illustrates some of the knowledge representation structures and inference procedures proper to a high-level, fully implemented conceptual language, NKRL (Narrative Knowledge Representation Language). The aim is to show how these tools can be used to deal, in a sentiment analysis/opinion mining context, with some common types of human (and non-human) "behaviors". These behaviors correspond, in particular, to the concrete, mutual relationships among human and non-human characters that can be expressed under the form of non-fictional and real-time "narratives" (i.e., as logically and temporally structured sequences of "elementary events").

  10. Towards Representation and Validation of Knowledge in Students' Learning Pathway Using Variability Modeling Technique

    CERN Document Server

    Elfaki, Abdelrahman Osman; Aik, Kevin Loo Teow; Fong, Sim Liew; Bachok, Ruzi

    2011-01-01

    Nowadays, E-learning system is considered as one of the main pillars in the learning system. Mainly, E-Learning system is designed to serve different types of students. Thus, providing different learning pathways are a must. In this paper, we introduce the variability technique to represent the knowledge in E-learning system. This representation provides different learning pathways which supports the students' diversity. Moreover, we validate the selection of learning pathway by introducing First Order Logic (FOL) rules. Keywords Learning Pathway ; Variability and knowledge representation ; IJCSI

  11. Towards a category theory approach to analogy: Analyzing re-representation and acquisition of numerical knowledge.

    Directory of Open Access Journals (Sweden)

    Jairo A Navarrete

    2017-08-01

    Full Text Available Category Theory, a branch of mathematics, has shown promise as a modeling framework for higher-level cognition. We introduce an algebraic model for analogy that uses the language of category theory to explore analogy-related cognitive phenomena. To illustrate the potential of this approach, we use this model to explore three objects of study in cognitive literature. First, (a we use commutative diagrams to analyze an effect of playing particular educational board games on the learning of numbers. Second, (b we employ a notion called coequalizer as a formal model of re-representation that explains a property of computational models of analogy called "flexibility" whereby non-similar representational elements are considered matches and placed in structural correspondence. Finally, (c we build a formal learning model which shows that re-representation, language processing and analogy making can explain the acquisition of knowledge of rational numbers. These objects of study provide a picture of acquisition of numerical knowledge that is compatible with empirical evidence and offers insights on possible connections between notions such as relational knowledge, analogy, learning, conceptual knowledge, re-representation and procedural knowledge. This suggests that the approach presented here facilitates mathematical modeling of cognition and provides novel ways to think about analogy-related cognitive phenomena.

  12. Graph Models for Knowledge Representation and Reasoning for Contemporary and Emerging Needs – A Survey

    Directory of Open Access Journals (Sweden)

    Engels Rajangam

    2016-02-01

    Full Text Available —Reasoning is the fundamental capability which requires knowledge. Various graph models have proven to be very valuable in knowledge representation and reasoning. Recently, explosive data generation and accumulation capabilities have paved way for Big Data and Data Intensive Systems. Knowledge Representation and Reasoning with large and growing data is extremely challenging but crucial for businesses to predict trends and support decision making. Any contemporary, reasonably complex knowledge based system will have to consider this onslaught of data, to use appropriate and sufficient reasoning for semantic processing of information by machines. This paper surveys graph based knowledge representation and reasoning, various graph models such as Conceptual Graphs, Concept Graphs, Semantic Networks, Inference Graphs and Causal Bayesian Networks used for representation and reasoning, common and recent research uses of these graph models, typically in Big Data environment, and the near future needs and challenges for graph based KRR in computing systems. Observations are presented in a table, highlighting suitability of the surveyed graph models for contemporary scenarios.

  13. Representation and Non-representation of Knowledge Mediation in Legal Contracts

    DEFF Research Database (Denmark)

    Larsen, Aase Voldgaard

    for the layman. Some legal experts, however, take these problems into account and mediate the legal knowledge that the layman is expected to be lacking in the wording of the legal contract. Using methods of text analysis, this paper explores the ways in which this is done. On the one hand, it is seen...... that the meanings and contents of the legal terms and expressions used in the contract are explained explicitly, and references are made to legal provisions important to the wording and function of the contract. On the other hand, however, some surprising exceptions are made, also in ‘layman-friendly’ contracts...

  14. —Impact of Customer Knowledge Heterogeneity on Bundling Strategy

    OpenAIRE

    Amiya Basu; Padmal Vitharana

    2009-01-01

    We consider a marketer of components who can select one of three alternative pricing strategies: (1) a pure component strategy (i.e., the customer can only buy the components individually), (2) a pure bundling strategy (i.e., the components must be purchased together), or (3) a mixed bundling strategy (i.e., the customer may buy a component individually, or buy the bundle). We consider a market where customer knowledge of components varies and propose that a high-knowledge customer can determ...

  15. Knowledge representation and rule-based solution system for dynamic programming model

    Institute of Scientific and Technical Information of China (English)

    胡祥培; 王旭茵

    2003-01-01

    A knowledge representation has been proposed using the state-space theory of Artificial Intelligencefor Dynamic Programming Model, in which a model can be defined as a six-tuple M = (I,G,O,T,D,S). Abuilding block modeling method uses the modules of a six-tuple to form a rule-based solution model. Moreover,a rule-based system has been designed and set up to solve the Dynamic Programming Model. This knowledge-based representation can be easily used to express symbolical knowledge and dynamic characteristics for Dynam-ic Programming Model, and the inference based on the knowledge in the process of solving Dynamic Program-ming Model can also be conveniently realized in computer.

  16. Quantitative, qualitative, and collaborative methods: approaching indigenous ecological knowledge heterogeneity

    Directory of Open Access Journals (Sweden)

    Jeremy Spoon

    2014-09-01

    Full Text Available I discuss the use of quantitative, qualitative, and collaborative methods to document and operationalize Indigenous ecological knowledge, using case studies from the Nepalese Himalaya and Great Basin. Both case studies applied results to natural and cultural resource management and interpretation for the public. These approaches attempt to reposition the interview subjects to serve as active contributors to the research and its outcomes. I argue that the study of any body of Indigenous knowledge requires a context-specific methodology and mutually agreed upon processes and outcomes. In the Nepalese Himalaya, I utilized linked quantitative and qualitative methods to understand how tourism influenced Sherpa place-based spiritual concepts, species, and landscape knowledge inside Sagarmatha (Mount Everest National Park and Buffer Zone. In this method, Sherpa collaborated in the development of the research questions, the design, and in the review of results. The research in the Great Basin employed collaborative qualitative methods to document Numic (Southern Paiute and Western Shoshone ecological knowledge of federal lands within their ancestral territory and attempted to piece together fragmented and contested histories of place. In this method, Numic peoples collaborated on the development of research questions and design; however they also conducted most of the interviews. In both cases, I selected particular suites of methods depending on the context and created forums for the translation of this information to applied outcomes. The methods were also improved and innovated through praxis.

  17. Similar Representations of Sequence Knowledge in Young and Older Adults: A Study of Effector Independent Transfer

    NARCIS (Netherlands)

    Barnhoorn, Jonathan Sebastiaan; Döhring, Falko R.; van Asseldonk, Edwin H.F.; Verwey, Willem B.

    2016-01-01

    Older adults show reduced motor performance and changes in motor skill development. To better understand these changes, we studied differences in sequence knowledge representations between young and older adults using a transfer task. Transfer, or the ability to apply motor skills flexibly, is

  18. Paired structures, imprecision types and two-level knowledge representation by means of opposites

    DEFF Research Database (Denmark)

    Rodríguez, J. Tinguaro; Franco de los Ríos, Camilo; Gómez, Daniel;

    2016-01-01

    Opposition-based models are a current hot-topic in knowledge representation. The point of this paper is to suggest that opposition can be in fact introduced at two different levels, those of the predicates of interest being represented (as short/tall) and of the logical references (true/false) us...

  19. Advantages of Thesaurus Representation Using the Simple Knowledge Organization System (SKOS) Compared with Proposed Alternatives

    Science.gov (United States)

    Pastor-Sanchez, Juan-Antonio; Martinez Mendez, Francisco Javier; Rodriguez-Munoz, Jose Vicente

    2009-01-01

    Introduction: This paper presents an analysis of the Simple Knowledge Organization System (SKOS) compared with other alternatives for thesaurus representation in the Semantic Web. Method: Based on functional and structural changes of thesauri, provides an overview of the current context in which lexical paradigm is abandoned in favour of the…

  20. Learning spaces as representational scaffolds for learning conceptual knowledge of system behaviour

    NARCIS (Netherlands)

    Bredeweg, B.; Liem, J.; Beek, W.; Salles, P.; Linnebank, F.

    2010-01-01

    Scaffolding is a well-known approach to bridge the gap between novice and expert capabilities in a discovery-oriented learning environment. This paper discusses a set of knowledge representations referred to as Learning Spaces (LSs) that can be used to support learners in acquiring conceptual knowle

  1. Similar Representations of Sequence Knowledge in Young and Older Adults: A Study of Effector Independent Transfer

    NARCIS (Netherlands)

    Barnhoorn, Jonathan S.; Döhring, Falko R.; Asseldonk, van Edwin H.F.; Verwey, Willem B.

    2016-01-01

    Older adults show reduced motor performance and changes in motor skill development. To better understand these changes, we studied differences in sequence knowledge representations between young and older adults using a transfer task. Transfer, or the ability to apply motor skills flexibly, is highl

  2. On the Roles of External Knowledge Representations in Assessment Design. CSE Report 722

    Science.gov (United States)

    Mislevy, Robert J.; Behrens, John T.; Bennett, Randy E.; Demark, Sarah F.; Frezzo, Dennis C.; Levy, Roy; Robinson, Daniel H.; Rutstein, Daisy Wise; Shute, Valerie J.; Stanley, Ken; Winters, Fielding I.

    2007-01-01

    People use external knowledge representations (EKRs) to identify, depict, transform, store, share, and archive information. Learning how to work with EKRs is central to becoming proficient in virtually every discipline. As such, EKRs play central roles in curriculum, instruction, and assessment. Five key roles of EKRs in educational assessment are…

  3. Mapping Knowledge Exchange in Early Modern Europe : Intellectual and Technological Geographies and Network Representations

    NARCIS (Netherlands)

    van den Heuvel, C.M.J.M.

    2015-01-01

    This paper discusses the development of digital intellectual and technological geographies showing spatial distributions of information and proposes to combine these with network representations of actors and documents relevant for the history knowledge exchange in Early Modern Europe. The amount of

  4. Bayesian Diagnostic Network: A Powerful Model for Representation and Reasoning of Engineering Diagnostic Knowledge

    Institute of Scientific and Technical Information of China (English)

    HU Zhao-yong

    2005-01-01

    Engineering diagnosis is essential to the operation of industrial equipment. The key to successful diagnosis is correct knowledge representation and reasoning. The Bayesian network is a powerful tool for it. This paper utilizes the Bayesian network to represent and reason diagnostic knowledge, named Bayesian diagnostic network. It provides a three-layer topologic structure based on operating conditions, possible faults and corresponding symptoms. The paper also discusses an approximate stochastic sampling algorithm. Then a practical Bayesian network for gas turbine diagnosis is constructed on a platform developed under a Visual C++ environment. It shows that the Bayesian network is a powerful model for representation and reasoning of diagnostic knowledge. The three-layer structure and the approximate algorithm are effective also.

  5. Dynamic Uncertain Causality Graph for Knowledge Representation and Reasoning: Discrete DAG Cases

    Institute of Scientific and Technical Information of China (English)

    Qin Zhang

    2012-01-01

    Developed from the dynamic causality diagram (DCD) model,a new approach for knowledge representation and reasoning named as dynamic uncertain causality graph (DUCG) is presented,which focuses on the compact representation of complex uncertain causalities and efficient probabilistic inference.It is pointed out that the existing models of compact representation and inference in Bayesian Network (BN) is applicable in single-valued cases,but may not be suitable to be applied in multi-valued cases.DUCG overcomes this problem and beyond.The main features of DUCG are:1) compactly and graphically representing complex conditional probability distributions (CPDs),regardless of whether the cases are single-valued or multi-valued; 2) able to perform exact reasoning in the case of the incomplete knowledge representation;3) simplifying the graphical knowledge base conditional on observations before other calculations,so that the scale and complexity of problem can be reduced exponentially; 4) the efficient two-step inference algorithm consisting of (a) logic operation to find all possible hypotheses in concern for given observations and (b) the probability calculation for these hypotheses; and 5) much less relying on the parameter accuracy.An alarm system example is provided to illustrate the DUCG methodology.

  6. Physics instruction induces changes in neural knowledge representation during successive stages of learning.

    Science.gov (United States)

    Mason, Robert A; Just, Marcel Adam

    2015-05-01

    Incremental instruction on the workings of a set of mechanical systems induced a progression of changes in the neural representations of the systems. The neural representations of four mechanical systems were assessed before, during, and after three phases of incremental instruction (which first provided information about the system components, then provided partial causal information, and finally provided full functional information). In 14 participants, the neural representations of four systems (a bathroom scale, a fire extinguisher, an automobile braking system, and a trumpet) were assessed using three recently developed techniques: (1) machine learning and classification of multi-voxel patterns; (2) localization of consistently responding voxels; and (3) representational similarity analysis (RSA). The neural representations of the systems progressed through four stages, or states, involving spatially and temporally distinct multi-voxel patterns: (1) initially, the representation was primarily visual (occipital cortex); (2) it subsequently included a large parietal component; (3) it eventually became cortically diverse (frontal, parietal, temporal, and medial frontal regions); and (4) at the end, it demonstrated a strong frontal cortex weighting (frontal and motor regions). At each stage of knowledge, it was possible for a classifier to identify which one of four mechanical systems a participant was thinking about, based on their brain activation patterns. The progression of representational states was suggestive of progressive stages of learning: (1) encoding information from the display; (2) mental animation, possibly involving imagining the components moving; (3) generating causal hypotheses associated with mental animation; and finally (4) determining how a person (probably oneself) would interact with the system. This interpretation yields an initial, cortically-grounded, theory of learning of physical systems that potentially can be related to cognitive

  7. Knowledge Representation and Inference for Analysis and Design of Database and Tabular Rule-Based Systems

    Directory of Open Access Journals (Sweden)

    Antoni Ligeza

    2001-01-01

    Full Text Available Rulebased systems constitute a powerful tool for specification of knowledge in design and implementation of knowledge based systems. They provide also a universal programming paradigm for domains such as intelligent control, decision support, situation classification and operational knowledge encoding. In order to assure safe and reliable performance, such system should satisfy certain formal requirements, including completeness and consistency. This paper addresses the issue of analysis and verification of selected properties of a class of such system in a systematic way. A uniform, tabular scheme of single-level rule-based systems is considered. Such systems can be applied as a generalized form of databases for specification of data pattern (unconditional knowledge, or can be used for defining attributive decision tables (conditional knowledge in form of rules. They can also serve as lower-level components of a hierarchical multi-level control and decision support knowledge-based systems. An algebraic knowledge representation paradigm using extended tabular representation, similar to relational database tables is presented and algebraic bases for system analysis, verification and design support are outlined.

  8. Emerging narrative forms of knowledge representation in the health sciences: two texts in a postmodern context.

    Science.gov (United States)

    Abma, Tineke A

    2002-01-01

    Qualitative health researchers have recently begun to experiment with narrative forms of knowledge representation, often incorporating postmodern theory and related constructivist epistemology. However, misunderstanding of these ideas may lead to rejection of, or lack of interest in, these unconventional texts, which in turn might impede the use of narrative forms in the health sciences. The author's aim is to "open up" the provocative domain of ideas about knowledge representation and explain how the forms operate. Two texts are described with respect to narrative plotting, author's stance, character building, voices, and rhetorical tropes: Troubling the Angels, Patti Lather and Chris Smithies's account of support groups for women living with HIV/AIDS, and The Social Meaning of Surgery, Nicolas Fox's description and sociological analysis of daily life in the operating theater. Other examples of emerging forms are integrated and made relevant to the substantive texts chosen for analysis.

  9. Knowledge representation model for systems-level analysis of signal transduction networks.

    Science.gov (United States)

    Lee, Dong-Yup; Zimmer, Ralf; Lee, Sang-Yup; Hanisch, Daniel; Park, Sunwon

    2004-01-01

    A Petri-net based model for knowledge representation has been developed to describe as explicitly and formally as possible the molecular mechanisms of cell signaling and their pathological implications. A conceptual framework has been established for reconstructing and analyzing signal transduction networks on the basis of the formal representation. Such a conceptual framework renders it possible to qualitatively understand the cell signaling behavior at systems-level. The mechanisms of the complex signaling network are explored by applying the established framework to the signal transduction induced by potent proinflammatory cytokines, IL-1beta and TNF-alpha The corresponding expert-knowledge network is constructed to evaluate its mechanisms in detail. This strategy should be useful in drug target discovery and its validation.

  10. Organization And Knowledge Representation In An Expert System For Scene Segmentation In Histologic Sections

    Science.gov (United States)

    Thompson, Deborah B.; Griswold, W. G.; Kuhn, William P.; Bartels, H. G.; Shoemaker, Richard L.; Bartels, Peter H.

    1989-06-01

    An expert system to guide scene segmentation in histologic sections is described. The system uses a semantic net for knowledge representation. At each node of the net, frames are associated to allow the staging of additional information. Scene segmentation is the result of model-based reasoning, supported by a digital image processing library and adaptive selection of segmentation procedures to resolve local segmentation difficulties.

  11. Knowledge representation and communication with concept maps in teacher training of science and technology

    Directory of Open Access Journals (Sweden)

    Pontes Pedrajas, Alfonso

    2012-01-01

    Full Text Available This paper shows the development of an educational innovation that we have made in the context of initial teacher training for secondary education of science and technology. In this educational experience computing resources and concept maps are used to develop teaching skills related to knowledge representation, oral communication, teamwork and practical use of ICT in the classroom. Initial results indicate that future teachers value positively the use of concept maps and computer resources as useful tools for teacher training.

  12. Materiality, Technology, and Constructing Social Knowledge through Bodily Representation: A View from Prehistoric Guernsey, Channel Islands.

    Science.gov (United States)

    Kohring, Sheila

    2015-04-22

    The role of the human body in the creation of social knowledge-as an ontological and/or aesthetic category-has been applied across social theory. In all these approaches, the body is viewed as a locus for experience and knowledge. If the body is a source of subjective knowledge, then it can also become an important means of creating ontological categories of self and society. The materiality of human representations within art traditions, then, can be interpreted as providing a means for contextualizing and aestheticizing the body in order to produce a symbolic and structural knowledge category. This paper explores the effect of material choices and techniques of production when representing the human body on how societies order and categorize the world.

  13. Using Heterogeneous Linguistic Knowledge in Local Coherence Identification for Information Retrieval.

    Science.gov (United States)

    Chan, Samuel W. K.

    2000-01-01

    Discusses natural language processing and proposes a novel approach to automatic text segmentation using heterogeneous linguistic knowledge and cluster algorithms. Represents the diversity of textual relations in a discourse network in order to analyze the linguistic bonds and determine the degree of coherence that a text may exhibit. (Author/LRW)

  14. Modeling and formal representation of geospatial knowledge for the Geospatial Semantic Web

    Science.gov (United States)

    Huang, Hong; Gong, Jianya

    2008-12-01

    GML can only achieve geospatial interoperation at syntactic level. However, it is necessary to resolve difference of spatial cognition in the first place in most occasions, so ontology was introduced to describe geospatial information and services. But it is obviously difficult and improper to let users to find, match and compose services, especially in some occasions there are complicated business logics. Currently, with the gradual introduction of Semantic Web technology (e.g., OWL, SWRL), the focus of the interoperation of geospatial information has shifted from syntactic level to Semantic and even automatic, intelligent level. In this way, Geospatial Semantic Web (GSM) can be put forward as an augmentation to the Semantic Web that additionally includes geospatial abstractions as well as related reasoning, representation and query mechanisms. To advance the implementation of GSM, we first attempt to construct the mechanism of modeling and formal representation of geospatial knowledge, which are also two mostly foundational phases in knowledge engineering (KE). Our attitude in this paper is quite pragmatical: we argue that geospatial context is a formal model of the discriminate environment characters of geospatial knowledge, and the derivation, understanding and using of geospatial knowledge are located in geospatial context. Therefore, first, we put forward a primitive hierarchy of geospatial knowledge referencing first order logic, formal ontologies, rules and GML. Second, a metamodel of geospatial context is proposed and we use the modeling methods and representation languages of formal ontologies to process geospatial context. Thirdly, we extend Web Process Service (WPS) to be compatible with local DLL for geoprocessing and possess inference capability based on OWL.

  15. Examining the Influences of Epistemic Beliefs and Knowledge Representations on Cognitive Processing and Conceptual Change When Learning Physics

    Science.gov (United States)

    Franco, Gina M.; Muis, Krista R.; Kendeou, Panayiota; Ranellucci, John; Sampasivam, Lavanya; Wang, Xihui

    2012-01-01

    The purpose of this study was to investigate the role of epistemic beliefs and knowledge representations in cognitive and metacognitive processing when learning about physics concepts through text. Specifically, we manipulated the representation of physics concepts in texts about Newtonian mechanics and explored how these texts interacted with…

  16. The Effects of Idealized and Grounded Materials on Learning, Transfer, and Interest: An Organizing Framework for Categorizing External Knowledge Representations

    Science.gov (United States)

    Belenky, Daniel M.; Schalk, Lennart

    2014-01-01

    Research in both cognitive and educational psychology has explored the effect of different types of external knowledge representations (e.g., manipulatives, graphical/pictorial representations, texts) on a variety of important outcome measures. We place this large and multifaceted research literature into an organizing framework, classifying three…

  17. Measuring beliefs in centimeters: private knowledge biases preschoolers' and adults' representation of others' beliefs.

    Science.gov (United States)

    Sommerville, Jessica A; Bernstein, Daniel M; Meltzoff, Andrew N

    2013-01-01

    A novel task, using a continuous spatial layout, was created to investigate the degree to which (in centimeters) 3-year-old children's (N = 63), 5-year-old children's (N = 60), and adults' (N = 60) own privileged knowledge of the location of an object biased their representation of a protagonist's false belief about the object's location. At all ages, participants' knowledge of the object's actual location biased their search estimates, independent of the attentional or memory demands of the task. Children's degree of bias correlated with their performance on a classic change-of-location false belief task, controlling for age. This task is a novel tool for providing a quantitative measurement of the degree to which self-knowledge can bias estimates of others' beliefs.

  18. The matrix representation of fuzzy knowledge and its application to the expert systems design

    Directory of Open Access Journals (Sweden)

    V. Levchenko

    1993-02-01

    Full Text Available An approach to the diagnostic type expert systems design based on the special matrix representation of fuzzy predicates in the tribute model of the problem domain is presented. Intensive representation of predicates by means of sectional matrices is an analogue of the conjunctive normal form. Rules, positive examples and negative examples (in general, all fuzzy can be used to form knowledge base. Diagnostics problem is thought of as finding some attribute values provided that the information about other attribute values is available. Logical inference is based on an equivalent transformation of the matrix to that containing all prime disjuncts by using the operation of fuzzy resolution . Two strategies to carry out such transformation are described. On the basis of formalism presented the expert system shell EDIP is developed, the first version of that is non-fuzzy and the second one allows working with fuzzy data and conclusions.

  19. Right-Linear Languages Generated in Systems of Knowledge Representation based on LSG

    Directory of Open Access Journals (Sweden)

    Daniela Danciulescu

    2017-04-01

    Full Text Available In Tudor (Preda (2010 a method for formal languages generation based on labeled stratified graph representations is sketched. The author proves that the considered method can generate regular languages and context-sensitive languages by considering an exemplification of the proposed method for a particular regular language and another one for a particular contextsensitive language. At the end of the study, the author highlights some open problems for future research among which we remind: (1 The study of the language families that can be generated by means of these structures; (2 The study of the infiniteness of the languages that can be represented in stratified graphs. In this paper, we extend the method presented in Tudor (Preda(2010, by considering the stratified graph formalism in a system of knowledge representation and reasoning. More precisely, we propose a method that can be applied for generating any Right Linear Language construction. Our method is proved and exemplified in several cases.

  20. Quantitative imaging biomarker ontology (QIBO) for knowledge representation of biomedical imaging biomarkers.

    Science.gov (United States)

    Buckler, Andrew J; Liu, Tiffany Ting; Savig, Erica; Suzek, Baris E; Ouellette, M; Danagoulian, J; Wernsing, G; Rubin, Daniel L; Paik, David

    2013-08-01

    A widening array of novel imaging biomarkers is being developed using ever more powerful clinical and preclinical imaging modalities. These biomarkers have demonstrated effectiveness in quantifying biological processes as they occur in vivo and in the early prediction of therapeutic outcomes. However, quantitative imaging biomarker data and knowledge are not standardized, representing a critical barrier to accumulating medical knowledge based on quantitative imaging data. We use an ontology to represent, integrate, and harmonize heterogeneous knowledge across the domain of imaging biomarkers. This advances the goal of developing applications to (1) improve precision and recall of storage and retrieval of quantitative imaging-related data using standardized terminology; (2) streamline the discovery and development of novel imaging biomarkers by normalizing knowledge across heterogeneous resources; (3) effectively annotate imaging experiments thus aiding comprehension, re-use, and reproducibility; and (4) provide validation frameworks through rigorous specification as a basis for testable hypotheses and compliance tests. We have developed the Quantitative Imaging Biomarker Ontology (QIBO), which currently consists of 488 terms spanning the following upper classes: experimental subject, biological intervention, imaging agent, imaging instrument, image post-processing algorithm, biological target, indicated biology, and biomarker application. We have demonstrated that QIBO can be used to annotate imaging experiments with standardized terms in the ontology and to generate hypotheses for novel imaging biomarker-disease associations. Our results established the utility of QIBO in enabling integrated analysis of quantitative imaging data.

  1. Symbolic representation based on trend features for knowledge discovery in long time series

    Institute of Scientific and Technical Information of China (English)

    Hong YIN; Shu-qiang YANG; Xiao-qian ZHU; Shao-dong MA; Lu-min ZHANG

    2015-01-01

    The symbolic representation of time series has attracted much research interest recently. The high dimensionality typical of the data is challenging, especially as the time series becomes longer. The wide distribution of sensors collecting more and more data exacerbates the problem. Representing a time series effectively is an essential task for decision-making activities such as classification, prediction, and knowledge discovery. In this paper, we propose a new symbolic representation method for long time series based on trend features, called trend feature symbolic approximation (TFSA). The method uses a two-step mechanism to segment long time series rapidly. Unlike some previous symbolic methods, it focuses on retaining most of the trend features and patterns of the original series. A time series is represented by trend symbols, which are also suitable for use in knowledge discovery, such as association rules mining. TFSA provides the lower bounding guarantee. Experimental results show that, compared with some previous methods, it not only has better segmentation efficiency and classification accuracy, but also is applicable for use in knowledge discovery from time series.

  2. Ontology patterns for tabular representations of biomedical knowledge on neglected tropical diseases.

    Science.gov (United States)

    Santana, Filipe; Schober, Daniel; Medeiros, Zulma; Freitas, Fred; Schulz, Stefan

    2011-07-01

    Ontology-like domain knowledge is frequently published in a tabular format embedded in scientific publications. We explore the re-use of such tabular content in the process of building NTDO, an ontology of neglected tropical diseases (NTDs), where the representation of the interdependencies between hosts, pathogens and vectors plays a crucial role. As a proof of concept we analyzed a tabular compilation of knowledge about pathogens, vectors and geographic locations involved in the transmission of NTDs. After a thorough ontological analysis of the domain of interest, we formulated a comprehensive design pattern, rooted in the biomedical domain upper level ontology BioTop. This pattern was implemented in a VBA script which takes cell contents of an Excel spreadsheet and transforms them into OWL-DL. After minor manual post-processing, the correctness and completeness of the ontology was tested using pre-formulated competence questions as description logics (DL) queries. The expected results could be reproduced by the ontology. The proposed approach is recommended for optimizing the acquisition of ontological domain knowledge from tabular representations. Domain examples, source code and ontology are freely available on the web at http://www.cin.ufpe.br/~ntdo. fss3@cin.ufpe.br.

  3. Information extraction for legal knowledge representation – a review of approaches and trends

    Directory of Open Access Journals (Sweden)

    Denis Andrei de Araujo

    2014-11-01

    Full Text Available This work presents an introduction to Information Extraction systems and a survey of the known approaches of Information Extraction in the legal area. This work analyzes with particular attention the techniques that rely on the representation of legal knowledge as a means to achieve better performance, with emphasis on those techniques including ontologies and linguistic support. Some details of the systems implementations are presented, followed by an analysis of the positive and negative points of each approach, aiming to bring the reader a critical position regarding the solutions studied.

  4. Multi-leg Searching by Adopting Graph-based Knowledge Representation

    Directory of Open Access Journals (Sweden)

    Siti Zarinah Mohd Yusof

    2011-01-01

    Full Text Available This research explores the development of multi-leg searching concept by adopting graph-based knowledge representation. The research is aimed at proposing a searching concept that is capable of providing advanced information through retrieving not only direct but continuous related information from a point. It applies maximal join concept to merge multiple information networks for supporting multi-leg searching process. Node and edge similarity concept are also applied to determine transit node and alternative edges of the same route. A working prototype of flight networks domain is developed to represent the overview of the research.

  5. Towards symbiosis in knowledge representation and natural language processing for structuring clinical practice guidelines.

    Science.gov (United States)

    Weng, Chunhua; Payne, Philip R O; Velez, Mark; Johnson, Stephen B; Bakken, Suzanne

    2014-01-01

    The successful adoption by clinicians of evidence-based clinical practice guidelines (CPGs) contained in clinical information systems requires efficient translation of free-text guidelines into computable formats. Natural language processing (NLP) has the potential to improve the efficiency of such translation. However, it is laborious to develop NLP to structure free-text CPGs using existing formal knowledge representations (KR). In response to this challenge, this vision paper discusses the value and feasibility of supporting symbiosis in text-based knowledge acquisition (KA) and KR. We compare two ontologies: (1) an ontology manually created by domain experts for CPG eligibility criteria and (2) an upper-level ontology derived from a semantic pattern-based approach for automatic KA from CPG eligibility criteria text. Then we discuss the strengths and limitations of interweaving KA and NLP for KR purposes and important considerations for achieving the symbiosis of KR and NLP for structuring CPGs to achieve evidence-based clinical practice.

  6. Similar representations of sequence knowledge in young and older adults: A study of effector independent transfer

    Directory of Open Access Journals (Sweden)

    Jonathan Sebastiaan Barnhoorn

    2016-08-01

    Full Text Available Older adults show reduced motor performance and changes in motor skill development. To better understand these changes, we studied differences in sequence knowledge representations between young and older adults using a transfer task. Transfer, or the ability to apply motor skills flexibly, is highly relevant in day-to-day motor activity and facilitates generalization of learning to new contexts. By using movement types that are completely unrelated in terms of muscle activation and response location, we focused on transfer facilitated by the early, visuospatial system.We tested 32 right-handed older adults (65 – 74 and 32 young adults (18 – 30. During practice of a discrete sequence production task, participants learned two 6-element sequences using either unimanual key-presses (KPs or by moving a lever with lower arm flexion-extension (FE movements. Each sequence was performed 144 times. They then performed a test phase consisting of familiar and random sequences performed with the type of movements not used during practice. Both age groups displayed transfer from FE to KP movements as indicated by faster performance on the familiar sequences in the test phase. Only young adults transferred their sequence knowledge from KP to FE movements. In both directions, the young showed higher transfer than older adults. These results suggest that the older participants, like the young, represented their sequences in an abstract visuospatial manner. Transfer was asymmetric in both age groups: there was more transfer from FE to KP movements than vice versa. This similar asymmetry is a further indication that the types of representations that older adults develop are comparable to those that young adults develop. We furthermore found that older adults improved less during FE practice, gained less explicit knowledge, displayed a smaller visuospatial working memory capacity and had lower processing speed than young adults. Despite the many differences

  7. A knowledge representation meta-model for rule-based modelling of signalling networks

    Directory of Open Access Journals (Sweden)

    Adrien Basso-Blandin

    2016-03-01

    Full Text Available The study of cellular signalling pathways and their deregulation in disease states, such as cancer, is a large and extremely complex task. Indeed, these systems involve many parts and processes but are studied piecewise and their literatures and data are consequently fragmented, distributed and sometimes—at least apparently—inconsistent. This makes it extremely difficult to build significant explanatory models with the result that effects in these systems that are brought about by many interacting factors are poorly understood. The rule-based approach to modelling has shown some promise for the representation of the highly combinatorial systems typically found in signalling where many of the proteins are composed of multiple binding domains, capable of simultaneous interactions, and/or peptide motifs controlled by post-translational modifications. However, the rule-based approach requires highly detailed information about the precise conditions for each and every interaction which is rarely available from any one single source. Rather, these conditions must be painstakingly inferred and curated, by hand, from information contained in many papers—each of which contains only part of the story. In this paper, we introduce a graph-based meta-model, attuned to the representation of cellular signalling networks, which aims to ease this massive cognitive burden on the rule-based curation process. This meta-model is a generalization of that used by Kappa and BNGL which allows for the flexible representation of knowledge at various levels of granularity. In particular, it allows us to deal with information which has either too little, or too much, detail with respect to the strict rule-based meta-model. Our approach provides a basis for the gradual aggregation of fragmented biological knowledge extracted from the literature into an instance of the meta-model from which we can define an automated translation into executable Kappa programs.

  8. Self-consistency of a heterogeneous continuum porous medium representation of a fractured medium

    Energy Technology Data Exchange (ETDEWEB)

    Hoch, A.R.; Jackson, C.P.; Todman, S. [AEA Technology, Harwell, Oxon (United Kingdom)

    1998-09-01

    For many of the rocks that are, or have been, under investigation as potential host rocks for a radioactive waste repository, groundwater flow is considered to take place predominantly through discontinuities such as fractures. Although models of networks of discrete features (DFN models) would be the most realistic models for such rocks, calculations on large length scales would not be computationally practicable. A possible approach would be to use heterogeneous continuum porous-medium (CPM) models in which each block has an effective permeability appropriate to represent the network of features within the block. In order to build confidence in this approach, it is necessary to demonstrate that the approach is self-consistent, in the sense that if the effective permeability on a large length scale is derived using the CPM model, the result is close to the value derived directly from the underlying network model. It is also desirable to demonstrate self-consistency for the use of stochastic heterogeneous CPM models that are built as follows. The correlation structure of the effective permeability on the scale of the blocks is inferred by analysis of the effective permeabilities obtained from the underlying DFN model. Then realizations of the effective permeability within the domain of interest are generated on the basis of the correlation structure, rather than being obtained directly from the underlying DFN model. A study of self-consistency is presented for two very different underlying DFN models: one based on the properties of the Borrowdale Volcanic Group at Sellafield, and one based on the properties of the granite at Aespoe in Sweden. It is shown that, in both cases, the use of heterogeneous CPM models based directly on the DFN model is self-consistent, provided that care is taken in the evaluation of the effective permeability for the DFN models. It is also shown that the use of stochastic heterogeneous CPM models based on the correlation structure of the

  9. Supporting and Enhancing Development of Heterogeneous Ecological Knowledge among Resource Users in a Kenyan Seascape

    Directory of Open Access Journals (Sweden)

    Beatrice Irene. Crona

    2006-06-01

    Full Text Available The heterogeneous nature of even small communities has been acknowledged, yet how such heterogeneity is reflected in local ecological knowledge (LEK among groups of resource users in a community is poorly studied. This study examines the ecological knowledge held by fisher groups using differing gear and operating in different subsystems of a coastal seascape in south Kenya. Knowledge is compared to that of nonfishing groups and is analyzed with respect to the scales of ecological processes and disturbances affecting the ecosystem to identify mismatches of scale between local knowledge and ecological processes, as well as points of convergence upon which emerging scientific and local community information exchange can build and develop. Results reveal significant differences in the level and content of ecological knowledge among occupational categories with respect to the scale and nature of ecological interactions in the seascape. Nonfishing related groups were marked by consistently low levels of knowledge and understanding of all seascape components and processes. Gear-defined fisher groups appeared linked, through fishing methods, to specific functional groups defined by trophic level, although acknowledgment among users of trophic links and ecosystem effects were not always apparent. Knowledge appeared to be largely related to maximization of resource extraction rather than reflecting deep understanding of ecological processes and causal links. Demographic changes and erosion of traditional management systems may partly explain this. Based on the results it is suggested that future investments geared at enhancing socioeconomic standards, e.g., through investment in improved gear, run the risk of further propelling the system down the poverty trap through habitat degradation and stock depletion, if not simultaneously combined with support for development and enhancement of existing LEK.

  10. Bridging the Gap between Reinforcement Learning and Knowledge Representation: A Logical Off- and On-Policy Framework

    CERN Document Server

    Saad, Emad

    2010-01-01

    Knowledge Representation is important issue in reinforcement learning. In this paper, we bridge the gap between reinforcement learning and knowledge representation, by providing a rich knowledge representation framework, based on normal logic programs with answer set semantics, that is capable of solving model-free reinforcement learning problems for more complex do-mains and exploits the domain-specific knowledge. We prove the correctness of our approach. We show that the complexity of finding an offline and online policy for a model-free reinforcement learning problem in our approach is NP-complete. Moreover, we show that any model-free reinforcement learning problem in MDP environment can be encoded as a SAT problem. The importance of that is model-free reinforcement

  11. Cross-domain Collaborative Research and People Interoperability: Beyond Knowledge Representation Frameworks

    Science.gov (United States)

    Fox, P. A.; Diviacco, P.; Busato, A.

    2016-12-01

    Geo-scientific research collaboration commonly faces of complex systems where multiple skills and competences are needed at the same time. Efficacy of such collaboration among researchers then becomes of paramount importance. Multidisciplinary studies draw from domains that are far from each other. Researchers also need to understand: how to extract what data they need and eventually produce something that can be used by others. The management of information and knowledge in this perspective is non-trivial. Interoperability is frequently sought in computer-to-computer environements, so-as to overcome mismatches in vocabulary, data formats, coordinate reference system and so on. Successful researcher collaboration also relies on interoperability of the people! Smaller, synchronous and face-to-face settings for researchers are knownn to enhance people interoperability. However changing settings; either geographically; temporally; or with increasing the team size, diversity, and expertise requires people-computer-people-computer (...) interoperability. To date, knowledge representation framework have been proposed but not proven as necessary and sufficient to achieve multi-way interoperability. In this contribution, we address epistemology and sociology of science advocating for a fluid perspective where science is mostly a social construct, conditioned by cognitive issues; especially cognitive bias. Bias cannot be obliterated. On the contrary it must be carefully taken into consideration. Information-centric interfaces built from different perspectives and ways of thinking by actors with different point of views, approaches and aims, are proposed as a means for enhancing people interoperability in computer-based settings. The contribution will provide details on the approach of augmenting and interfacing to knowledge representation frameworks to the cognitive-conceptual frameworks for people that are needed to meet and exceed collaborative research goals in the 21st

  12. The Use of Formal Knowledge Representation in Operating on Resources Concerning Cast Iron Processing

    Directory of Open Access Journals (Sweden)

    Kluska-Nawarecka S.

    2015-06-01

    Full Text Available The problem of materials selection in terms of their mechanical properties during the design of new products is a key issue of design. The complexity of this process is mainly due to a multitude of variants in the previously produced materials and the possibility of their further processing improving the properties. In everyday practice, the problem is solved basing on expert or designer knowledge. The paper is the proposition of a solution using computer-aided analysis of material experimental data, which may be acquired from external data sources. In both cases, taking into account the rapid growth of data, additional tools become increasingly important, mainly those which offer support for adding, viewing, and simple comparison of different experiments. In this paper, the use of formal knowledge representation in the form of an ontology is proposed as a bridge between physical repositories of data in the form of files and user queries, which are usually formulated in natural language. The number and the sophisticated internal structure of attributes or parameters that could be the criteria of the search for the user are an important issue in the traditional data search tools. Ontology, as a formal representation of knowledge, enables taking into account the known relationships between concepts in the field of cast iron, materials used and processing techniques. This allows the user to receive support by searching the results of experiments that relate to a specific material or processing treatment. Automatic presentation of the results which relate to similar materials or similar processing treatments is also possible, which should make the conducted analysis of the selection of materials or processing treatments more comprehensive by including a wider range of possible solutions.

  13. A Semantic-based Clustering Method to Build Domain Ontology from Multiple Heterogeneous Knowledge Sources

    Institute of Scientific and Technical Information of China (English)

    LING Ling; HU Yu-jin; WANG Xue-lin; LI Cheng-gang

    2006-01-01

    In order to improve the efficiency of ontology construction from heterogeneous knowledge sources, a semantic-based approach is presented. The ontology will be constructed with the application of cluster technique in an incremental way.Firstly, terms will be extracted from knowledge sources and congregate a term set after pretreat-ment. Then the concept set will be built via semantic-based clustering according to semanteme of terms provided by WordNet. Next, a concept tree is constructed in terms of mapping rules between semanteme relationships and concept relationships. The semi-automatic approach can avoid non-consistence due to knowledge engineers having different understanding of the same concept and the obtained ontology is easily to be expanded.

  14. The Measure Theory of Knowledge Representation Based on Agent%基于Agent的知识表达度量理论

    Institute of Scientific and Technical Information of China (English)

    李凡长

    2001-01-01

    Agent is like human or intelligence object, which has ability to autonomy, guess, repercussion,cooperate,self-techer,mutual learning,and so on. Based on Agent, we have tried various ways to quantitative analysis for knoledge representation. From measure theory of knowledge, using measure principle of information theory,we study knowledge representation thoroughly,and regard Agent as carrier of knowledge,and give the measure theory of knowledge representation.

  15. What drives developmental change in adolescent disclosure and maternal knowledge? Heterogeneity in within-family processes.

    Science.gov (United States)

    Keijsers, Loes; Voelkle, Manuel C; Maciejewski, Dominique; Branje, Susan; Koot, Hans; Hiemstra, Marieke; Meeus, Wim

    2016-12-01

    This study aimed to gain a better understanding of the normative declines in adolescent disclosure and maternal knowledge over the course of adolescence, by assessing the underlying monitoring processes. Multilevel structural equation models were applied to 15 assessments among 479 families across 5 years (13 years at T1, 57% boys, 11% low socioeconomic status). Developmental declines in mother-perceived disclosure and knowledge were observed, which were partially explained by processes operating at the level of the family unit. On average, mothers were more knowledgeable in weeks with more disclosure and more solicitation, and adolescent disclosure was higher in weeks with more maternal solicitation and less control. The effect sizes and even the directions of these within-family correlations varied between families, however. This heterogeneity was partially explained by the level of maternal control and adolescent disclosure, and by the families' socioeconomic status. Within-family fluctuations in knowledge and disclosure were also correlated with fluctuations in relationship quality and adolescent and mother mood. Overall, these within-family processes explained up to 14% of the normative developmental decline in disclosure and 19% of the decline in knowledge. This study thus suggests that a wide variety in monitoring processes may drive normative declines in adolescent disclosure and maternal knowledge. (PsycINFO Database Record (c) 2016 APA, all rights reserved).

  16. Relational Network for Knowledge Discovery through Heterogeneous Biomedical and Clinical Features

    Science.gov (United States)

    Chen, Huaidong; Chen, Wei; Liu, Chenglin; Zhang, Le; Su, Jing; Zhou, Xiaobo

    2016-07-01

    Biomedical big data, as a whole, covers numerous features, while each dataset specifically delineates part of them. “Full feature spectrum” knowledge discovery across heterogeneous data sources remains a major challenge. We developed a method called bootstrapping for unified feature association measurement (BUFAM) for pairwise association analysis, and relational dependency network (RDN) modeling for global module detection on features across breast cancer cohorts. Discovered knowledge was cross-validated using data from Wake Forest Baptist Medical Center’s electronic medical records and annotated with BioCarta signaling signatures. The clinical potential of the discovered modules was exhibited by stratifying patients for drug responses. A series of discovered associations provided new insights into breast cancer, such as the effects of patient’s cultural background on preferences for surgical procedure. We also discovered two groups of highly associated features, the HER2 and the ER modules, each of which described how phenotypes were associated with molecular signatures, diagnostic features, and clinical decisions. The discovered “ER module”, which was dominated by cancer immunity, was used as an example for patient stratification and prediction of drug responses to tamoxifen and chemotherapy. BUFAM-derived RDN modeling demonstrated unique ability to discover clinically meaningful and actionable knowledge across highly heterogeneous biomedical big data sets.

  17. Relational Network for Knowledge Discovery through Heterogeneous Biomedical and Clinical Features.

    Science.gov (United States)

    Chen, Huaidong; Chen, Wei; Liu, Chenglin; Zhang, Le; Su, Jing; Zhou, Xiaobo

    2016-07-18

    Biomedical big data, as a whole, covers numerous features, while each dataset specifically delineates part of them. "Full feature spectrum" knowledge discovery across heterogeneous data sources remains a major challenge. We developed a method called bootstrapping for unified feature association measurement (BUFAM) for pairwise association analysis, and relational dependency network (RDN) modeling for global module detection on features across breast cancer cohorts. Discovered knowledge was cross-validated using data from Wake Forest Baptist Medical Center's electronic medical records and annotated with BioCarta signaling signatures. The clinical potential of the discovered modules was exhibited by stratifying patients for drug responses. A series of discovered associations provided new insights into breast cancer, such as the effects of patient's cultural background on preferences for surgical procedure. We also discovered two groups of highly associated features, the HER2 and the ER modules, each of which described how phenotypes were associated with molecular signatures, diagnostic features, and clinical decisions. The discovered "ER module", which was dominated by cancer immunity, was used as an example for patient stratification and prediction of drug responses to tamoxifen and chemotherapy. BUFAM-derived RDN modeling demonstrated unique ability to discover clinically meaningful and actionable knowledge across highly heterogeneous biomedical big data sets.

  18. Landmark and route knowledge in children’s spatial representation of a virtual environment

    Directory of Open Access Journals (Sweden)

    Marion eNys

    2015-01-01

    Full Text Available This study investigates the development of landmark and route knowledge in complex wayfinding situations. Our study focuses on how children (aged 6, 8 and 10 years and young adults (n=79 indicate, recognize, and bind landmarks and directions in both verbal and visuo-spatial tasks after learning a virtual route. Performance in these tasks is also related to general verbal and visuo-spatial abilities as assessed by independent standardized tests (attention, working memory, perception of direction, production and comprehension of spatial terms, sentences and stories. The results first show that the quantity and quality of landmarks and directions produced and recognized by participants in both verbal and visuo-spatial tasks increased with age. In addition, an increase with age was observed in participants’ selection of decisional landmarks (i.e. landmarks associated with a change of direction, as well as in their capacity to bind landmarks and directions. Our results confirm the view that children first acquire landmark knowledge, then route knowledge, as shown by their late developing ability to bind knowledge of directions and landmarks. Overall, the quality of verbal and visuo-spatial information in participants’ spatial representations was found to vary mostly with their visuo-spatial abilities (attention and perception of directions and not with their verbal abilities. Interestingly, however, when asked to recognize landmarks encountered during the route, participants show an increasing bias with age toward choosing a related landmark of the same category, regardless of its visual characteristics, i.e. they incorrectly choose the picture of another fountain. The discussion highlights the need for further studies to determine more precisely the role of verbal and visuo-spatial knowledge and the nature of how children learn to represent and memorize routes.

  19. Combined numerical and linguistic knowledge representation and its application to medical diagnosis

    Science.gov (United States)

    Meesad, Phayung; Yen, Gary G.

    2002-07-01

    In this study, we propose a novel hybrid intelligent system (HIS) which provides a unified integration of numerical and linguistic knowledge representations. The proposed HIS is hierarchical integration of an incremental learning fuzzy neural network (ILFN) and a linguistic model, i.e., fuzzy expert system, optimized via the genetic algorithm. The ILFN is a self-organizing network with the capability of fast, one-pass, online, and incremental learning. The linguistic model is constructed based on knowledge embedded in the trained ILFN or provided by the domain expert. The knowledge captured from the low-level ILFN can be mapped to the higher-level linguistic model and vice versa. The GA is applied to optimize the linguistic model to maintain high accuracy, comprehensibility, completeness, compactness, and consistency. After the system being completely constructed, it can incrementally learn new information in both numerical and linguistic forms. To evaluate the system's performance, the well-known benchmark Wisconsin breast cancer data set was studied for an application to medical diagnosis. The simulation results have shown that the prosed HIS perform better than the individual standalone systems. The comparison results show that the linguistic rules extracted are competitive with or even superior to some well-known methods.

  20. Knowledge representation and management: towards an integration of a semantic web in daily health practice.

    Science.gov (United States)

    Griffon, N; Charlet, J; Darmoni, Sj

    2013-01-01

    To summarize the best papers in the field of Knowledge Representation and Management (KRM). A synopsis of the four selected articles for the IMIA Yearbook 2013 KRM section is provided, as well as highlights of current KRM trends, in particular, of the semantic web in daily health practice. The manual selection was performed in three stages: first a set of 3,106 articles, then a second set of 86 articles followed by a third set of 15 articles, and finally the last set of four chosen articles. Among the four selected articles (see Table 1), one focuses on knowledge engineering to prevent adverse drug events; the objective of the second is to propose mappings between clinical archetypes and SNOMED CT in the context of clinical practice; the third presents an ontology to create a question-answering system; the fourth describes a biomonitoring network based on semantic web technologies. These four articles clearly indicate that the health semantic web has become a part of daily practice of health professionals since 2012. In the review of the second set of 86 articles, the same topics included in the previous IMIA yearbook remain active research fields: Knowledge extraction, automatic indexing, information retrieval, natural language processing, management of health terminologies and ontologies.

  1. Open access to large scale datasets is needed to translate knowledge of cancer heterogeneity into better patient outcomes.

    Directory of Open Access Journals (Sweden)

    Andrew H Beck

    2015-02-01

    Full Text Available In this guest editorial, Andrew Beck discusses the importance of open access to big data for translating knowledge of cancer heterogeneity into better outcomes for cancer patients.

  2. Learning multisensory representations for auditory-visual transfer of sequence category knowledge: a probabilistic language of thought approach.

    Science.gov (United States)

    Yildirim, Ilker; Jacobs, Robert A

    2015-06-01

    If a person is trained to recognize or categorize objects or events using one sensory modality, the person can often recognize or categorize those same (or similar) objects and events via a novel modality. This phenomenon is an instance of cross-modal transfer of knowledge. Here, we study the Multisensory Hypothesis which states that people extract the intrinsic, modality-independent properties of objects and events, and represent these properties in multisensory representations. These representations underlie cross-modal transfer of knowledge. We conducted an experiment evaluating whether people transfer sequence category knowledge across auditory and visual domains. Our experimental data clearly indicate that we do. We also developed a computational model accounting for our experimental results. Consistent with the probabilistic language of thought approach to cognitive modeling, our model formalizes multisensory representations as symbolic "computer programs" and uses Bayesian inference to learn these representations. Because the model demonstrates how the acquisition and use of amodal, multisensory representations can underlie cross-modal transfer of knowledge, and because the model accounts for subjects' experimental performances, our work lends credence to the Multisensory Hypothesis. Overall, our work suggests that people automatically extract and represent objects' and events' intrinsic properties, and use these properties to process and understand the same (and similar) objects and events when they are perceived through novel sensory modalities.

  3. 面向对象专家系统的知识表示方法研究%Knowledge Representation Method of the Object-oriented Exper System

    Institute of Scientific and Technical Information of China (English)

    温有奎

    2002-01-01

    A method for the construction of an object-oriented expert system with its knowledge database independent of program is introduced. Its knowledge representation,reasoning mechanism, semantic network and frame structure are described in detail. Fimally,the author compares the object-oriented knowledge representation method with the semantic network and frame structure.

  4. Visual representation of knowledge in the field of Library and Information Science of IRAN

    Directory of Open Access Journals (Sweden)

    Afsoon Sabetpour

    2015-05-01

    Full Text Available Purpose: The present research has been done to visual representation of knowledge and determination vacuum and density points of scientific trends of faculty members of state universities of IRAN in Library & Information Science field. Method: Curriculum Vitae of each faculty member with census method were collected and its content analyzed. Then using a checklist, the rate scientific tendencies were extracted. NodeXL software was deployed to map out the levels. Results: The results showed that the trends are concentrated in Scientometrics, Research method in Library & Information Science, information organization, information resources, psychology, Education, Management, the Web, Knowledge management, Academic Libraries, Information services, Information Theories and collection management. Apparently, the Library & Information Science community of experts pays little or no attention to the Library & Information Science applications in the fields of chemistry, Cartography, museum, law, art, school libraries as well as to independent subject clusters such as minorities in library, information architecture, mentoring in library science, library automation, preservation, oral history, cybernetics, copyright, information marketing and information economy. Lack of efforts on these areas is remarkable.

  5. Primary teachers' representations of division: assessing mathematical knowledge that has pedagogical potential

    Science.gov (United States)

    Roche, Anne; Clarke, Doug M.

    2013-06-01

    This article reports on a study that was conducted with 378 primary teachers from Catholic schools in Victoria who participated in the first year of a 2-year research and professional learning program in mathematics. One aim of the program was to enhance teacher knowledge in mathematics in its many forms. As part of the larger study, the teachers were assessed at the beginning and the end of school year (February and October, respectively) on their Mathematical Knowledge for Teaching (MKT), through the use of a questionnaire involving teachers' responses to hypothetical teaching, planning, or assessment scenarios. We report here the results from one item that assessed teachers' MKT in relation to representations of division. Results indicated that teachers were more familiar with partitive than quotitive division, and found connecting appropriate story problems with a given form of division difficult. Teachers' relating their understanding of the forms of division to the context of division by a decimal number was also challenging. There were interesting variations in the data across primary grade levels, particularly in relation to change over time. Professional learning on these topics and other support within the project appeared to improve teachers' MKT in this area.

  6. Acquiring Knowledge in Learning Concepts from Electrical Circuits: The Use of Multiple Representations in Technology-Based Learning Environments

    Directory of Open Access Journals (Sweden)

    Abdeljalil Métioui

    2012-04-01

    Full Text Available The constructivists approach on the conception of relative software of modelling to training and teaching of the concepts of current and voltage requires appraisal of several disciplinary fields in order to provide to the learners a training adapted to their representations. Thus, this approach requires the researchers to have adequate knowledge or skills in data processing, didactics and science content. In this regard, several researches underline that the acquisition of basic concepts that span a field of a given knowledge, must take into account the student and the scientific representations. The present research appears in this perspective, and aims to present the interactive computer environments that take into account the students (secondary and college and scientific representations related to simple electric circuits. These computer environments will help the students to analyze the functions of the electric circuits adequately.

  7. Acquiring Knowledge in Learning Concepts from Electrical Circuits: The Use of Multiple Representations in Technology-Based Learning Environments

    Directory of Open Access Journals (Sweden)

    Abdeljalil Métioui

    2012-04-01

    Full Text Available The constructivists approach on the conception of relative software of modelling to training and teaching of the concepts of current and voltage requires appraisal of several disciplinary fields in order to provide to the learners a training adapted to their representations. Thus, this approach requires the researchers to have adequate knowledge or skills in data processing, didactics and science content. In this regard, several researches underline that the acquisition of basic concepts that span a field of a given knowledge, must take into account the student and the scientific representations. The present research appears in this perspective, and aims to present the interactive computer environments that take into account the students (secondary and college and scientific representations related to simple electric circuits. These computer environments will help the students to analyze the functions of the electric circuits adequately.

  8. Dialect Variation and Phonological Knowledge: Phonological Representations and Metalinguistic Awareness among Beginning Readers who Speak Nonmainstream American English

    Science.gov (United States)

    Terry, Nicole Patton

    2014-01-01

    Children's spoken nonmainstream American English (NMAE) dialect use and their knowledge about phonological representations of word pronunciations were assessed in a sample of 105 children in kindergarten through second grade. Children were given expressive and receptive tasks with dialect-sensitive stimuli. Students who produced many NMAE…

  9. Exploring the Progression in Preservice Chemistry Teachers' Pedagogical Content Knowledge Representations: The Case of "Behavior of Gases"

    Science.gov (United States)

    Adadan, Emine; Oner, Diler

    2014-01-01

    This multiple case study investigated how two preservice chemistry teachers' pedagogical content knowledge (PCK) representations of behavior of gases progressed in the context of a semester-long chemistry teaching methods course. The change in the participants' PCK components was interpreted with respect to the theoretical PCK learning…

  10. Translational systems biology using an agent-based approach for dynamic knowledge representation: An evolutionary paradigm for biomedical research.

    Science.gov (United States)

    An, Gary C

    2010-01-01

    The greatest challenge facing the biomedical research community is the effective translation of basic mechanistic knowledge into clinically effective therapeutics. This challenge is most evident in attempts to understand and modulate "systems" processes/disorders, such as sepsis, cancer, and wound healing. Formulating an investigatory strategy for these issues requires the recognition that these are dynamic processes. Representation of the dynamic behavior of biological systems can aid in the investigation of complex pathophysiological processes by augmenting existing discovery procedures by integrating disparate information sources and knowledge. This approach is termed Translational Systems Biology. Focusing on the development of computational models capturing the behavior of mechanistic hypotheses provides a tool that bridges gaps in the understanding of a disease process by visualizing "thought experiments" to fill those gaps. Agent-based modeling is a computational method particularly well suited to the translation of mechanistic knowledge into a computational framework. Utilizing agent-based models as a means of dynamic hypothesis representation will be a vital means of describing, communicating, and integrating community-wide knowledge. The transparent representation of hypotheses in this dynamic fashion can form the basis of "knowledge ecologies," where selection between competing hypotheses will apply an evolutionary paradigm to the development of community knowledge.

  11. The development of human behavior analysis techniques - A study on knowledge representation methods for operator cognitive model

    Energy Technology Data Exchange (ETDEWEB)

    Lee, Jung Woon; Park, Young Tack [Soongsil University, Seoul (Korea, Republic of)

    1996-07-01

    The main objective of this project is modeling of human operator in a main control room of Nuclear Power Plant. For this purpose, we carried out research on knowledge representation and inference method based on Rasmussen`s decision ladder structure. And we have developed SACOM(Simulation= Analyzer with a Cognitive Operator Model) using G2 shell on Sun workstations. SACOM consists of Operator Model, Interaction Analyzer, Situation Generator. Cognitive model aims to build a more detailed model of human operators in an effective way. SACOM is designed to model knowledge-based behavior of human operators more easily. The followings are main research topics carried out this year. First, in order to model knowledge-based behavior of human operators, more detailed scenarios are constructed. And, knowledge representation and inference methods are developed to support the scenarios. Second, meta knowledge structures are studied to support human operators 4 types of diagnoses. This work includes a study on meta and scheduler knowledge structures for generate-and-test, topographic, decision tree and case-based approaches. Third, domain knowledge structure are improved to support meta knowledge. Especially, domain knowledge structures are developed to model topographic diagnosis model. Fourth, more applicable interaction analyzer and situation generator are designed and implemented. The new version is implemented in G2 on Sun workstations. 35 refs., 49 figs. (author)

  12. Agile sensor tasking for CoIST using natural language knowledge representation and reasoning

    Science.gov (United States)

    Braines, David; de Mel, Geeth; Gwilliams, Chris; Parizas, Christos; Pizzocaro, Diego; Bergamaschi, Flavio; Preece, Alun

    2014-06-01

    We describe a system architecture aimed at supporting Intelligence, Surveillance, and Reconnaissance (ISR) activities in a Company Intelligence Support Team (CoIST) using natural language-based knowledge representation and reasoning, and semantic matching of mission tasks to ISR assets. We illustrate an application of the architecture using a High Value Target (HVT) surveillance scenario which demonstrates semi-automated matching and assignment of appropriate ISR assets based on information coming in from existing sensors and human patrols operating in an area of interest and encountering a potential HVT vehicle. We highlight a number of key components of the system but focus mainly on the human/machine conversational interaction involving soldiers on the field providing input in natural language via spoken voice to a mobile device, which is then processed to machine-processable Controlled Natural Language (CNL) and confirmed with the soldier. The system also supports CoIST analysts obtaining real-time situation awareness on the unfolding events through fused CNL information via tools available at the Command and Control (C2). The system demonstrates various modes of operation including: automatic task assignment following inference of new high-importance information, as well as semi-automatic processing, providing the CoIST analyst with situation awareness information relevant to the area of operation.

  13. Data and Knowledge Base on the Basis of the Expanded Matrix Model of Their Representation for the Intelligent System of Road-Climatic Zoning of Territories

    Science.gov (United States)

    Yankovskaya, A.; Cherepanov, D.; Selivanikova, O.

    2016-08-01

    An extended matrix model of data and knowledge representation on the investigated area, as well as a matrix model of data representation on the territory under investigation, are proposed for the intelligent system of road-climatic zoning of territories (RCZT) - the main information technology of RCZT. A part of the West Siberian region has been selected as the investigated territory. The extended matrix model of knowledge representation is filled out by knowledge engineers with participation of highly qualified experts in the field of RCZT. The matrix model of data representation on the territory under investigation is filled out by persons concerned in RCZT of the motor-roads management system.

  14. Hologram representation of design data in an expert system knowledge base

    Science.gov (United States)

    Shiva, S. G.; Klon, Peter F.

    1988-01-01

    A novel representational scheme for design object descriptions is presented. An abstract notion of modules and signals is developed as a conceptual foundation for the scheme. This abstraction relates the objects to the meaning of system descriptions. Anchored on this abstraction, a representational model which incorporates dynamic semantics for these objects is presented. This representational model is called a hologram scheme since it represents dual level information, namely, structural and semantic. The benefits of this scheme are presented.

  15. Heterogeneity in Ethnoecological Knowledge and Management of Medicinal Plants in the Himalayas of Nepal: Implications for Conservation

    Directory of Open Access Journals (Sweden)

    Yildiz Aumeeruddy-Thomas

    2004-12-01

    Full Text Available The importance accorded to ethnoecological knowledge for suggesting new paths in scientific research, understanding ecological processes, and designing sustainable management of natural resources has grown in recent years. However, variation in knowledge and practices, both within and across cultures, has not been given much attention in resource management nor in developing scientific understanding of the ecological status of key resources. In this paper, we discuss the heterogeneity and complexity of local ecological knowledge in relation to its practical and institutional context with respect to management of Himalayan medicinal plants. We show factors affecting this variation, and discuss how knowledge is put into action. We assessed variation in knowledge relating to the diversity of medicinal plant species, their distribution, medicinal uses, biological traits, ecology, and management within and between two culturally different social groups living in villages located in the Shey-Phoksundo National Park and its buffer zone in northwestern Nepal. Heterogeneity in levels of knowledge and in practices both within and between these groups corresponds to differences in level of specialization in relation to medicinal plants, to socio-cultural and institutional contexts, and to extra-local factors that govern people's activities. We argue that understanding the heterogeneity of knowledge and practices within a given area is crucial to design management practices that build on the intricate links between knowledge, practices, and institutional context. It is also important to develop ecological studies that will best inform management.

  16. Exploring the Role of Physics Representations: An Illustrative Example from Students Sharing Knowledge about Refraction

    Science.gov (United States)

    Fredlund, Tobias; Airey, John; Linder, Cedric

    2012-01-01

    Research has shown that interactive engagement enhances student learning outcomes. A growing body of research suggests that the representations we use in physics are important in such learning environments. In this paper we draw on a number of sources in the literature to explore the role of representations in interactive engagement in physics. In…

  17. Towards knowledge-based retrieval of medical images. The role of semantic indexing, image content representation and knowledge-based retrieval.

    Science.gov (United States)

    Lowe, H J; Antipov, I; Hersh, W; Smith, C A

    1998-01-01

    Medicine is increasingly image-intensive. The central importance of imaging technologies such as computerized tomography and magnetic resonance imaging in clinical decision making, combined with the trend to store many "traditional" clinical images such as conventional radiographs, microscopic pathology and dermatology images in digital format present both challenges and an opportunities for the designers of clinical information systems. The emergence of Multimedia Electronic Medical Record Systems (MEMRS), architectures that integrate medical images with text-based clinical data, will further hasten this trend. The development of these systems, storing a large and diverse set of medical images, suggests that in the future MEMRS will become important digital libraries supporting patient care, research and education. The representation and retrieval of clinical images within these systems is problematic as conventional database architectures and information retrieval models have, until recently, focused largely on text-based data. Medical imaging data differs in many ways from text-based medical data but perhaps the most important difference is that the information contained within imaging data is fundamentally knowledge-based. New representational and retrieval models for clinical images will be required to address this issue. Within the Image Engine multimedia medical record system project at the University of Pittsburgh we are evolving an approach to representation and retrieval of medical images which combines semantic indexing using the UMLS Metathesuarus, image content-based representation and knowledge-based image analysis.

  18. Information Compression, Multiple Alignment, and the Representation and Processing of Knowledge in the Brain

    Directory of Open Access Journals (Sweden)

    James Gerard Wolff

    2016-11-01

    Full Text Available The SP theory of intelligence, with its realisation in the SP computer model, aims to simplify and integrate observations and concepts across artificial intelligence, mainstream computing, mathematics, and human perception and cognition, with information compression as a unifying theme. This paper describes how abstract structures and processes in the theory may be realised in terms of neurons, their interconnections, and the transmission of signals between neurons. This part of the SP theory -- SP-neural -- is a tentative and partial model for the representation and processing of knowledge in the brain. Empirical support for the SP theory -- outlined in the paper -- provides indirect support for SP-neural.In the abstract part of the SP theory (SP-abstract, all kinds of knowledge are represented with patterns, where a pattern is an array of atomic symbols in one or two dimensions. In SP-neural, the concept of a ‘pattern’ is realised as an array of neurons called a pattern assembly, similar to Hebb's concept of a ‘cell assembly’ but with important differences.Central to the processing of information in SP-abstract is information compression via the matching and unification of patterns (ICMUP and, more specifically, information compression via the powerful concept of multiple alignment, borrowed and adapted from bioinformatics. Processes such as pattern recognition, reasoning and problem solving are achieved via the building of multiple alignments, while unsupervised learning is achieved by creating patterns from sensory information and also by creating patterns from multiple alignments in which there is a partial match between one pattern and another.It is envisaged that, in SP-neural, short-lived neural structures equivalent to multiple alignments will be created via an inter-play of excitatory and inhibitory neural signals. It is also envisaged that unsupervised learning will be achieved by the creation of pattern assemblies from

  19. Lexical-semantic body knowledge in 5- to 11-year-old children: How spatial body representation influences body semantics.

    Science.gov (United States)

    Auclair, Laurent; Jambaqué, Isabelle

    2015-01-01

    This study addresses the relation between lexico-semantic body knowledge (i.e., body semantics) and spatial body representation (i.e., structural body representation) by analyzing naming performances as a function of body structural topography. One hundred and forty-one children ranging from 5 years 2 months to 10 years 5 months old were asked to provide a lexical label for isolated body part pictures. We compared the children's naming performances according to the location of the body parts (body parts vs. head features and also upper vs. lower limbs) or to their involvement in motor skills (distal segments, joints, and broader body parts). The results showed that the children's naming performance was better for facial body parts than for other body parts. Furthermore, it was found that the naming of body parts was better for body parts related to action. These findings suggest that the development of a spatial body representation shapes the elaboration of semantic body representation processing. Moreover, this influence was not limited to younger children. In our discussion of these results, we focus on the important role of action in the development of body representations and semantic organization.

  20. Measuring Beliefs in Centimeters: Private Knowledge Biases Preschoolers' and Adults' Representation of Others' Beliefs

    Science.gov (United States)

    Sommerville, Jessica A.; Bernstein, Daniel M.; Meltzoff, Andrew N.

    2013-01-01

    A novel task, using a continuous spatial layout, was created to investigate the degree to which (in centimeters) 3-year-old children's ("N" = 63), 5-year-old children's ("N" = 60), and adults' ("N" = 60) own privileged knowledge of the location of an object biased their representation of a…

  1. Application and Methodology of Knowledge Representation Based on Semantic Web%语义Web 知识表示方法及应用

    Institute of Scientific and Technical Information of China (English)

    杜来红

    2011-01-01

    To meet the requirement of knowledge representation, discovery and management for networked environment, methodology of knowledge representation based on semantic Web is put forward.Then as an example,enterprise resource semantic Web knowledge representation is realized by Protégé platform.%为满足网络环境下知识表示、发现和管理的需求,提出了基于语义Web的知识表示方案.以企业资源知识表示为例,利用Protege工具实现了企业资源知识的语义Web表示.

  2. A Service Oriented Web Application for Learner Knowledge Representation, Management and Sharing Conforming to IMS LIP

    Science.gov (United States)

    Lazarinis, Fotis

    2014-01-01

    iLM is a Web based application for representation, management and sharing of IMS LIP conformant user profiles. The tool is developed using a service oriented architecture with emphasis on the easy data sharing. Data elicitation from user profiles is based on the utilization of XQuery scripts and sharing with other applications is achieved through…

  3. A Service Oriented Web Application for Learner Knowledge Representation, Management and Sharing Conforming to IMS LIP

    Science.gov (United States)

    Lazarinis, Fotis

    2014-01-01

    iLM is a Web based application for representation, management and sharing of IMS LIP conformant user profiles. The tool is developed using a service oriented architecture with emphasis on the easy data sharing. Data elicitation from user profiles is based on the utilization of XQuery scripts and sharing with other applications is achieved through…

  4. An Analysis of Elementary School Children's Fractional Knowledge Depicted with Circle, Rectangle, and Number Line Representations

    Science.gov (United States)

    Tunç-Pekkan, Zelha

    2015-01-01

    It is now well known that fractions are difficult concepts to learn as well as to teach. Teachers usually use circular pies, rectangular shapes and number lines on the paper as teaching tools for fraction instruction. This article contributes to the field by investigating how the widely used three external graphical representations (i.e., circle,…

  5. Knowledge and vision engines: a new generation of image understanding systems combining computational intelligence methods and model-based knowledge representation and reasoning

    Science.gov (United States)

    Kuvychko, Igor

    2000-10-01

    Vision is a part of a larger informational system that converts visual information into knowledge structures. These structures drive vision process, resolving ambiguity and uncertainty via feedback, and provide image understanding, that is an interpretation of visual information in terms of such knowledge models. The solution to Image Understanding problems is suggested in form of active multilevel hierarchical networks represented dually as discrete and continuous structures. Computational intelligence methods transform images into model-based knowledge representation. Certainty Dimension converts attractors in neural networks into fuzzy sets, preserving input-output relationships. Symbols naturally emerge in such networks. Symbolic Space is a dual structure that combines closed distributed space split by the set of fuzzy regions, and discrete set of symbols equivalent to the cores of regions represented as points in the Certainty dimension. Model Space carries knowledge in form of links and relations between the symbols, and supports graph, diagrammatic and topological operations. Composition of spaces works similar to M. Minsky frames and agents, Gerard Edelman's maps of maps, etc., combining machine learning, classification and analogy together with induction, deduction and other methods of higher level model-based reasoning. Based on such principles, an Image Understanding system can convert images into knowledge models, effectively resolving uncertainty and ambiguity via feedback projections and does not require supercomputers.

  6. Enhancing Entity Level Knowledge Representation and Environmental Sensing in COMBATXXI Using Unmanned Aircraft Systems

    Science.gov (United States)

    2013-09-01

    reviewing instruction, searching existing data sources , gathering and maintaining the data needed, and completing and reviewing the collection of...Representation And Environmental Sensing In COMBATXXI Using Unmanned Aircraft Systems 5. FUNDING NUMBERS 6. AUTHOR(S) Teters, James C. II 7...trip to Disneyland the first thought is the modes of “travel.” Travel could happen by driving, sailing, swimming (if you are a good swimmer) or flying

  7. Effects of Knowledge Representation Format and Hypermedia Instruction on Metacognitive Accuracy.

    Science.gov (United States)

    Ayersman, David J.

    1995-01-01

    Discussion of hypermedia, memory, and metacognition focuses on a study of graduate students that examined how hypermedia instruction can influence structures of knowledge, format selection for graphical descriptions of hypermedia-related information, hypermedia knowledge, concept-map complexity, and metacognitive accuracy. Future research is…

  8. An Object-Oriented Approach to Knowledge Representation in a Biomedical Domain

    NARCIS (Netherlands)

    Ensing, M.; Paton, R.; Speel, P.H.W.M.; Speel, P.H.W.M.; Rada, R.

    1994-01-01

    An object-oriented approach has been applied to the different stages involved in developing a knowledge base about insulin metabolism. At an early stage the separation of terminological and assertional knowledge was made. The terminological component was developed by medical experts and represented

  9. The development of the representation of conceptual knowledge in memory and the design of instruction

    NARCIS (Netherlands)

    Dijkstra, S.

    1997-01-01

    Knowledge comprises facts, concepts and principles. Skills are categorized as either cognitive or motor skills, which are essential for solving problems. The acquisition of knowledge and skills is guided by instructions and by presenting problems to students. Firstly, the instructions for acquiring

  10. The Acquisition of Scientific Knowledge: Analysis and Representation of Student Conceptions Concerning Density.

    Science.gov (United States)

    Hewson, Mariana G.

    Problems concerning conceptual change from existing knowledge (accumulated from everyday experiences or earlier teaching) to new scientific knowledge concerning natural phenomena are fundamentally the same for Western and non-Western students. However, difficulties experienced by non-Western students are magnified by factors such as their cultural…

  11. Quality of children's knowledge representations in digital text comprehension: Evidence from pathfinder networks

    NARCIS (Netherlands)

    Fesel, S.S.; Segers, P.C.J.; Clariana, R.B.; Verhoeven, L.T.W.

    2015-01-01

    Children in primary school read digital texts for school purposes while current research has shown that forming a coherent knowledge structure of such texts is challenging. We compared the quality of ninety 6th grade children's knowledge structures after the reading of four different hierarchically

  12. Quality of children's knowledge representations in digital text comprehension: Evidence from pathfinder networks

    NARCIS (Netherlands)

    Fesel, S.S.; Segers, P.C.J.; Clariana, R.B.; Verhoeven, L.T.W.

    2015-01-01

    Children in primary school read digital texts for school purposes while current research has shown that forming a coherent knowledge structure of such texts is challenging. We compared the quality of ninety 6th grade children's knowledge structures after the reading of four different hierarchically

  13. "Eating at Us": Representations of Knowledge in the Activist Documentary Film "Food, Inc."

    Science.gov (United States)

    Flowers, Rick; Swan, Elaine

    2011-01-01

    Writing on social movement learning and environmental adult education invokes particular views on knowledge that need further examination and development in relation to food social movements. Although food social movements take different forms, the paper argues that the politics of food knowledge is at the centre of many of these movements.…

  14. A flexible representation of omic knowledge for thorough analysis of microarray data

    Directory of Open Access Journals (Sweden)

    Demura Taku

    2006-03-01

    Full Text Available Abstract Background In order to understand microarray data reasonably in the context of other existing biological knowledge, it is necessary to conduct a thorough examination of the data utilizing every aspect of available omic knowledge libraries. So far, a number of bioinformatics tools have been developed. However, each of them is restricted to deal with one type of omic knowledge, e.g., pathways, interactions or gene ontology. Now that the varieties of omic knowledge are expanding, analysis tools need a way to deal with any type of omic knowledge. Hence, we have designed the Omic Space Markup Language (OSML that can represent a wide range of omic knowledge, and also, we have developed a tool named GSCope3, which can statistically analyze microarray data in comparison with the OSML-formatted omic knowledge data. Results In order to test the applicability of OSML to represent a variety of omic knowledge specifically useful for analysis of Arabidopsis thaliana microarray data, we have constructed a Biological Knowledge Library (BiKLi by converting eight different types of omic knowledge into OSML-formatted datasets. We applied GSCope3 and BiKLi to previously reported A. thaliana microarray data, so as to extract any additional insights from the data. As a result, we have discovered a new insight that lignin formation resists drought stress and activates transcription of many water channel genes to oppose drought stress; and most of the 20S proteasome subunit genes show similar expression profiles under drought stress. In addition to this novel discovery, similar findings previously reported were also quickly confirmed using GSCope3 and BiKLi. Conclusion GSCope3 can statistically analyze microarray data in the context of any OSML-represented omic knowledge. OSML is not restricted to a specific data type structure, but it can represent a wide range of omic knowledge. It allows us to convert new types of omic knowledge into datasets that can be

  15. Product Knowledge Representation and Integration Technology in Web-based Collaborative Design

    Institute of Scientific and Technical Information of China (English)

    HAO Wentao; TIAN Ling; LUO Wei; TONG Bingshu

    2006-01-01

    Because of the complexity of modern product design, the web-based collaborative product design aroused considerable attention of manufacturers in the last few years with the development of Internet technology. But it is still hardly achievable due to the difficulty to share product knowledge from different designers and systems. In this paper, we firstly create an ontology-based product model, which consists of PPR (Product, Process and Resource) concept models and PPR characteristic models, to describe product knowledge. Afterwards, how to represent the model in XML is discussed in detail. Then the mechanism of product knowledge collection and integration from different application systems based on interface agents is introduced. At last, a web-based open-architecture product knowledge integrating and sharing prototype system AD-HUB is developed. An example is also given and it shows that the theory discussed in this paper is efficient to represent and integrate product knowledge in web-based collaborative design processes.

  16. Representation of Industrial Knowledge - as a Basis for Developing and Maintaning Product Configurators

    DEFF Research Database (Denmark)

    Haug, Anders

    2008-01-01

    -oriented companies such benefits as: shorter lead times, improved quality of product specifications, preservation of knowledge, use of fewer resources for specifying products, optimized products, less routine work, improved certainty of delivery, and less time needed for training new employees. Unfortunately...... relevant domain knowledge. Despite this fact, research in the knowledge acquisition process of configuration projects is an area that has been much neglected till now. Therefore, this thesis deals with some of the most important aspects of the knowledge acquisition process in configuration projects...... a software perspective. This is done by proposing definitions of the modelling techniques that a software-based documentation system should support. To test the definitions, a software prototype is developed. In conclusion, this thesis provides new insights into the knowledge acquisition process...

  17. Aware Computing in Spatial Language Understanding Guided by Cognitively Inspired Knowledge Representation

    Directory of Open Access Journals (Sweden)

    Masao Yokota

    2012-01-01

    Full Text Available Mental image directed semantic theory (MIDST has proposed an omnisensory mental image model and its description language Lmd. This language is designed to represent and compute human intuitive knowledge of space and can provide multimedia expressions with intermediate semantic descriptions in predicate logic. It is hypothesized that such knowledge and semantic descriptions are controlled by human attention toward the world and therefore subjective to each human individual. This paper describes Lmd expression of human subjective knowledge of space and its application to aware computing in cross-media operation between linguistic and pictorial expressions as spatial language understanding.

  18. Representation of Structural Geology Knowledge with Ontology: Design and Implementation Issues

    Science.gov (United States)

    Babaie, H. A.

    2004-12-01

    Ontology of a specific geological discipline is a domain model providing a vocabulary about key geological concepts and their relationships, and processes, theories, and principles in that field. Geologists apply existing domain knowledge when they study a geologic object such as the San Andreas Fault. The knowledge is based, explicitly and/or implicitly, on geologists' conceptualization or view of the world of geological objects, concepts, and their meaning and relationships. Ontology represents the domain knowledge by explicitly and formally specifying such conceptualizations shared by a community of geoscientists in a specific domain (e.g., stratigraphy). Ontology is used to more efficiently and formally share, reuse, and analyze domain knowledge (not just data), and to identify its implicit assumptions. Building an ontology begins by defining the purpose and scope of the ontology, and involves capturing the domain knowledge by identifying, evaluating, and documenting the concepts and their relations. These activities lead to the definition of classes representing the key domain concepts, in a taxonomic hierarchy, and their properties and values. This paper discusses the design principles, development process, life cycle, and methods required to build domain ontologies in geosciences. The Protégé 2000 ontology-building tool and OWL markup language are applied to build an ontology for a part of the structural geology domain.

  19. The EDEN-IW ontology model for sharing knowledge and water quality data between heterogenous databases

    DEFF Research Database (Denmark)

    Stjernholm, M.; Poslad, S.; Zuo, L.;

    2004-01-01

    The Environmental Data Exchange Network for Inland Water (EDEN-IW) project's main aim is to develop a system for making disparate and heterogeneous databases of Inland Water quality more accessible to users. The core technology is based upon a combination of: ontological model to represent a Sema...

  20. Assessment lessons from K-12 education research: Knowledge representation, learning, and motivation

    Science.gov (United States)

    Shepard, Lorrie A.

    2012-02-01

    Research on teaching to the test in K-12 settings has documented the lack of generalized understanding of underlying principles in tested subjects. This is similar to the experience of physics students who can complete computational problems without conceptual understanding. The PER community is well aware of the importance of explicit representations of learning goals as well as the role of the formative assessment process, especially feedback and self assessment, in promoting or deterring students' engagement and willingness to take responsibility for their own learning. Key principles from socio-cultural learning theory and research on motivation are summarized and used to identify instructional and assessment practices that hold the most promise for engaging students in developing deep conceptual understanding.

  1. Is a Pink Cow Still a Cow? Individual Differences in Toddlers' Vocabulary Knowledge and Lexical Representations.

    Science.gov (United States)

    Perry, Lynn K; Saffran, Jenny R

    2016-04-05

    When a toddler knows a word, what does she actually know? Many categories have multiple relevant properties; for example, shape and color are relevant to membership in the category banana. How do toddlers prioritize these properties when recognizing familiar words, and are there systematic differences among children? In this study, toddlers viewed pairs of objects associated with prototypical colors. On some trials, objects were typically colored (e.g., Holstein cow and pink pig); on other trials, colors were switched (e.g., pink cow and Holstein-patterned pig). On each trial, toddlers were directed to find a target object. Overall, recognition was disrupted when colors were switched, as measured by eye movements. Moreover, individual differences in vocabularies predicted recognition differences: Toddlers who say fewer shape-based words were more disrupted by color switches. "Knowing" a word may not mean the same thing for all toddlers; different toddlers prioritize different facets of familiar objects in their lexical representations.

  2. Knowledge Representation and Reasoning in Personalized Web-Based e-Learning Applications

    DEFF Research Database (Denmark)

    Dolog, Peter

    2006-01-01

    Adaptation that is so natural for teaching by humans is a challenging issue for electronic learning tools. Adaptation in classic teaching is based on observations made about students during teaching. Similar idea was employed in user-adapted (personalized) eLearning applications. Knowledge about...... a user inferred from user interactions with the eLeanrning systems is used to adapt o®ered learning resources and guide a learner through them. This keynote gives an overview about knowledge and rules taken into account in current adaptive eLearning prototypes when adapting learning instructions....... Adaptation is usually based on knowledge about learning esources and users. Rules are used for heuristics to match the learning resources with learners and infer adaptation decisions....

  3. Knowledge acquisition and representation for the Systems Test and Operations Language (STOL) Intelligent Tutoring System (ITS)

    Science.gov (United States)

    Seamster, Thomas L.; Eike, David R.; Ames, Troy J.

    1990-01-01

    This presentation concentrates on knowledge acquisition and its application to the development of an expert module and a user interface for an Intelligent Tutoring System (ITS). The Systems Test and Operations Language (STOL) ITS is being developed to assist NASA control center personnel in learning a command and control language as it is used in mission operations rooms. The objective of the tutor is to impart knowledge and skills that will permit the trainee to solve command and control problems in the same way that the STOL expert solves those problems. The STOL ITS will achieve this object by representing the solution space in such a way that the trainee can visualize the intermediate steps, and by having the expert module production rules parallel the STOL expert's knowledge structures.

  4. A Bayesian network approach to knowledge integration and representation of farm irrigation: 1. Model development

    Science.gov (United States)

    Wang, Q. J.; Robertson, D. E.; Haines, C. L.

    2009-02-01

    Irrigation is important to many agricultural businesses but also has implications for catchment health. A considerable body of knowledge exists on how irrigation management affects farm business and catchment health. However, this knowledge is fragmentary; is available in many forms such as qualitative and quantitative; is dispersed in scientific literature, technical reports, and the minds of individuals; and is of varying degrees of certainty. Bayesian networks allow the integration of dispersed knowledge into quantitative systems models. This study describes the development, validation, and application of a Bayesian network model of farm irrigation in the Shepparton Irrigation Region of northern Victoria, Australia. In this first paper we describe the process used to integrate a range of sources of knowledge to develop a model of farm irrigation. We describe the principal model components and summarize the reaction to the model and its development process by local stakeholders. Subsequent papers in this series describe model validation and the application of the model to assess the regional impact of historical and future management intervention.

  5. Knowledge Representation and Reasoning in Personalized Web-Based e-Learning Applications

    DEFF Research Database (Denmark)

    Dolog, Peter

    2006-01-01

    Adaptation that is so natural for teaching by humans is a challenging issue for electronic learning tools. Adaptation in classic teaching is based on observations made about students during teaching. Similar idea was employed in user-adapted (personalized) eLearning applications. Knowledge about...

  6. Prior knowledge about objects determines neural color representation in human visual cortex

    NARCIS (Netherlands)

    Vandenbroucke, A.R.E.; Fahrenfort, J.J.; Meuwese, J.D.I.; Scholte, H.S.; Lamme, V.A.F.

    2016-01-01

    To create subjective experience, our brain must translate physical stimulus input by incorporating prior knowledge and expectations. For example, we perceive color and not wavelength information, and this in part depends on our past experience with colored objects ( Hansen et al. 2006; Mitterer and

  7. Caregiving Antecedents of Secure Base Script Knowledge: A Comparative Analysis of Young Adult Attachment Representations

    Science.gov (United States)

    Steele, Ryan D.; Waters, Theodore E. A.; Bost, Kelly K.; Vaughn, Brian E.; Truitt, Warren; Waters, Harriet S.; Booth-LaForce, Cathryn; Roisman, Glenn I.

    2014-01-01

    Based on a subsample (N = 673) of the NICHD Study of Early Child Care and Youth Development (SECCYD) cohort, this article reports data from a follow-up assessment at age 18 years on the antecedents of "secure base script knowledge", as reflected in the ability to generate narratives in which attachment-related difficulties are…

  8. Sources of inter-firm heterogeneity in accessing knowledge-creation benefits within technology clusters

    NARCIS (Netherlands)

    Arikan, A.; Knoben, J.

    2014-01-01

    We build on recent literature to highlight the distinction between knowledge-diffusion and knowledge-creation benefits of technology clustering and argue that firms located in technology clusters will have differential access to the latter. To explain the antecedents of such differential access, we

  9. PDON: Parkinson's disease ontology for representation and modeling of the Parkinson's disease knowledge domain.

    Science.gov (United States)

    Younesi, Erfan; Malhotra, Ashutosh; Gündel, Michaela; Scordis, Phil; Kodamullil, Alpha Tom; Page, Matt; Müller, Bernd; Springstubbe, Stephan; Wüllner, Ullrich; Scheller, Dieter; Hofmann-Apitius, Martin

    2015-09-22

    Despite the unprecedented and increasing amount of data, relatively little progress has been made in molecular characterization of mechanisms underlying Parkinson's disease. In the area of Parkinson's research, there is a pressing need to integrate various pieces of information into a meaningful context of presumed disease mechanism(s). Disease ontologies provide a novel means for organizing, integrating, and standardizing the knowledge domains specific to disease in a compact, formalized and computer-readable form and serve as a reference for knowledge exchange or systems modeling of disease mechanism. The Parkinson's disease ontology was built according to the life cycle of ontology building. Structural, functional, and expert evaluation of the ontology was performed to ensure the quality and usability of the ontology. A novelty metric has been introduced to measure the gain of new knowledge using the ontology. Finally, a cause-and-effect model was built around PINK1 and two gene expression studies from the Gene Expression Omnibus database were re-annotated to demonstrate the usability of the ontology. The Parkinson's disease ontology with a subclass-based taxonomic hierarchy covers the broad spectrum of major biomedical concepts from molecular to clinical features of the disease, and also reflects different views on disease features held by molecular biologists, clinicians and drug developers. The current version of the ontology contains 632 concepts, which are organized under nine views. The structural evaluation showed the balanced dispersion of concept classes throughout the ontology. The functional evaluation demonstrated that the ontology-driven literature search could gain novel knowledge not present in the reference Parkinson's knowledge map. The ontology was able to answer specific questions related to Parkinson's when evaluated by experts. Finally, the added value of the Parkinson's disease ontology is demonstrated by ontology-driven modeling of PINK1

  10. Investigating Pre-Service Science Teachers (PSTs)’ Technological Pedagogical Content Knowledge Through Extended Content Representation (CoRe)

    Science.gov (United States)

    Agustin, R. R.; Liliasari, L.

    2017-02-01

    The purpose of this study was to attain an insight into pre-service science teachers’ technological pedagogical content knowledge (TPACK) as an integrative competency that is addressed by 21st century skills. The methods used in the study was descriptive. Nineteen pre-service science teachers (PSTs) of an educational university in Indonesia were involved in a semester long school science course. The course mainly develop students’ pedagogical content knowledge (PCK) by utilizing content representation (CoRe) template. Furthermore an infusion of technological knowledge (TK) analysis led to the study of their TPACK by extending the template with a question in line to TK. The extended CoRe and self-reported survey were employed as instruments. The analysis of data used were quantitative and qualitative technique to obtain the insight into PSTs’ PCK and TK. The results shows contrary value of PCK and TK identified by CoRe template to those measured by self-reported survey. However, the PSTs perceive their TPACK much higher, that, is 74.74%. Further investigation regarding PSTs ability to compose lesson plan was recommended for further research to capture more comprehensive insight into PSTs’ TPACK.

  11. Developing Knowledge Representation in Emergency Medical Assistance by Using Semantic Web Techniques

    Science.gov (United States)

    Manica, Heloise; Rocha, Cristiano C.; Todesco, José Leomar; Dantas, M. A. R.

    In this research, a knowledge-based architecture for a mobile emergency medical assistance system is presented. It is based on the France SAMU model and dopts the ontology and mobile computing approaches. The contribution is characterized for providing routines and medical protocol specifications for specialists through the use of their natural language, collecting elements from this language to develop an ontology domain, and using a semantic cache for an enhanced utilization of mobile devices. A prototype of the proposal was implemented in order to support specialists during a day-to-day basis considering knowledge engineering aided by mobile computing techniques. These differentiated characteristics have proved to be successfully at early experiments utilizing the implemented prototype.

  12. CADMIUM II: acquisition and representation of radiological knowledge for computerized decision support in mammography.

    Science.gov (United States)

    Alberdi, E.; Taylor, P.; Lee, R.; Fox, J.; Sordo, M.; Todd-Pokropek, A.

    2000-01-01

    CADMIUM II is a system for the interpretation of mammograms. A novel aspect of the system is that it combines symbolic reasoning with image processing, in contrast with most other approaches, which use only image processing and rely on artificial neural networks (ANNs) to classify mammograms. A problem of ANNs is that the advice they give cannot be traced back to communicable diagnostic inferences. Our approach is to provide advice based on explicit knowledge about the diagnostic process. To this end, we have conducted a knowledge elicitation study which looked at the descriptors used by expert radiologists when making diagnostic decisions about mammograms. The analysis of the radiologists' reports yielded a set of salient diagnostic features. These were used to inform the advice provided by the symbolic decision making component of CADMIUM II. PMID:11079834

  13. Representações dos professores sobre saber histórico escolar Teachers' representations about schoool historical knowledge

    Directory of Open Access Journals (Sweden)

    Oldimar Pontes Cardoso

    2007-04-01

    Full Text Available Este artigo apresenta alguns resultados de uma pesquisa de campo realizada em 2002 com o objetivo de compreender como os professores de História do ensino médio representam o saber histórico escolar que produzem cotidianamente na relação com seus alunos. A pesquisa foi formulada com base na teoria das representações de Henri Lefebvre e adotou a metodologia da observação participante interpretativa proposta por Frederick Erickson. Foram observadas aulas de quatro professores de História de uma escola da rede oficial de ensino do Estado de São Paulo durante todo o ano letivo. A análise dos dados sugere que as representações dos professores são marcadas pela oposição sistemática aos chamados "professores tradicionais" e aos "historiadores positivistas".This article presents some results of a field research carried out in 2002 with the aim of understanding how History teachers in the secondary school represent the school historical knowledge produced daily in their relationship with the students. The research was formulated based on Henri Lefebvre's representation theory and adopted an interpretative participant observation methodology proposed by Frederick Erickson. Four government school teachers in the State of Sao Paulo were observed during the whole academic year. The data analysis suggests that the teachers' representations are marked by a systematic opposition to the so called.

  14. Research in Knowledge Representation for Natural Language Communication and Planning Assistance

    Science.gov (United States)

    1987-10-01

    based on a notion called granules and processes that are continuous are modeled discretely in h manner that permits serial as well as concurrent...knowledge of the plan, search mechanism The physical knowled ’e. called Phvsics ^ I 1-3 5 i BBN Laboratories Inc. Report No 6636 g...34""^"^M^^^lt^^-^t^Ti-M^n^ i&n BBN Laboratories Inc. Report No. 6636 Throughout the peper , we consider how these formal results affect

  15. Dictionaries and distributions: Combining expert knowledge and large scale textual data content analysis : Distributed dictionary representation.

    Science.gov (United States)

    Garten, Justin; Hoover, Joe; Johnson, Kate M; Boghrati, Reihane; Iskiwitch, Carol; Dehghani, Morteza

    2017-03-31

    Theory-driven text analysis has made extensive use of psychological concept dictionaries, leading to a wide range of important results. These dictionaries have generally been applied through word count methods which have proven to be both simple and effective. In this paper, we introduce Distributed Dictionary Representations (DDR), a method that applies psychological dictionaries using semantic similarity rather than word counts. This allows for the measurement of the similarity between dictionaries and spans of text ranging from complete documents to individual words. We show how DDR enables dictionary authors to place greater emphasis on construct validity without sacrificing linguistic coverage. We further demonstrate the benefits of DDR on two real-world tasks and finally conduct an extensive study of the interaction between dictionary size and task performance. These studies allow us to examine how DDR and word count methods complement one another as tools for applying concept dictionaries and where each is best applied. Finally, we provide references to tools and resources to make this method both available and accessible to a broad psychological audience.

  16. Where is meaning when form is gone? Knowledge representation on the Web

    Directory of Open Access Journals (Sweden)

    Terrence A. Brooks

    2001-01-01

    Full Text Available This essay argues that legacy methods of knowledge represenation do not transfer well to a Web environment. Legacy methods assume discrete documents that persist through time. Web documents are often products of dynamic scripts, database manipulations and caching or distributed processing. The size and rate of growth of the Web prohibits labor-intensive methods such as manual cataloging. This essay suggests that an appropriate future home of content-bearing metadata is extensible markup technologies. Meaning can be incorporated in Extensible Markup Language (XML various ways such as semanticaly rich markup tags, attributes and links among XML sources.

  17. The EDEN-IW ontology model for sharing knowledge and water quality data between heterogenous databases

    DEFF Research Database (Denmark)

    Stjernholm, M.; Poslad, S.; Zuo, L.

    2004-01-01

    The Environmental Data Exchange Network for Inland Water (EDEN-IW) project's main aim is to develop a system for making disparate and heterogeneous databases of Inland Water quality more accessible to users. The core technology is based upon a combination of: ontological model to represent...... successfully demonstrated the use of our systems to semantically integrate two main database resources from IOW and NERI - these are available on-line. We are in the process of adding further databases and sup-porting a wider variety of user queries such as Decision Support System queries....

  18. Knowledge structure representation and automated updates in intelligent information management systems

    Science.gov (United States)

    Corey, Stephen; Carnahan, Richard S., Jr.

    1990-01-01

    A continuing effort to apply rapid prototyping and Artificial Intelligence techniques to problems associated with projected Space Station-era information management systems is examined. In particular, timely updating of the various databases and knowledge structures within the proposed intelligent information management system (IIMS) is critical to support decision making processes. Because of the significantly large amounts of data entering the IIMS on a daily basis, information updates will need to be automatically performed with some systems requiring that data be incorporated and made available to users within a few hours. Meeting these demands depends first, on the design and implementation of information structures that are easily modified and expanded, and second, on the incorporation of intelligent automated update techniques that will allow meaningful information relationships to be established. Potential techniques are studied for developing such an automated update capability and IIMS update requirements are examined in light of results obtained from the IIMS prototyping effort.

  19. The Peasant Poor and Images of Poverty: Finnish Proverbs as Discursive Representations of Cultural Knowledge

    Directory of Open Access Journals (Sweden)

    Eija Stark

    2013-04-01

    Full Text Available This article examines the core idea of poverty proverbs as hints of cultural knowledge in old Finnish rural countryside. Until World War II, most of the Finns lived in a high-risk society with only few institutions to guarantee their safety and well-being. The continuous threat of absolute poverty was evident for the majority of the Finns. The basis of this research is 204 proverbs that contain the words poor, poverty, pity or unfortunate. The proverbs analyzed and classified here were collected in the Folklore Archives of the Finnish Literature Society between the years 1885 and 1950. The ideational level of the proverbs in the context of social history is crucial in revealing the schematic structure that people use to communicate about rural poverty.

  20. Expert Knowledge Representation in Bilingual e-Dictionaries. A Case Study.

    Directory of Open Access Journals (Sweden)

    María Teresa Ortego Antón

    2015-06-01

    Full Text Available In recent decades, the number of new concepts and terms has risen rapidly due to scientific and technological development. Additionally, expert knowledge, which used to be exclusive for experts, also interests middlebrow language users. Compilers of e-dictionaries, aware of this change, are gathering in new editions specialised terms that have become part of our daily lives. In the current globalised world, the need to transfer scientific knowledge to other languages arises, so one of the main tools that translators and, specially, translation trainees employ to look up an unknown term are bilingual dictionaries. Hence, we consider that the study of the treatment given to computing terms in bilingual dictionaries is a field that needs to be reviewed. From an ad hoc corpus composed of texts from the main journals published in the UK and the USA, the most frequent terms belonging to computing are extracted using TermoStat Web 3.0 (Drouin, 2003. Then, we verify how terms are gathered in the dictionary wordlist, if they are labelled or not, which translation equivalents are given and if they are followed by contextual data. In addition, we check the use of the given equivalents in two Spanish reference corpora: Corpus del Español and Corpus de Referencia del Español Actual. The results from the analysis might suggest a need to take into account new proposals in order to implement the data gathered in these reference works as well as inform new procedures in the design and use of these tools from the point of view of translators as main users.

  1. Research of Knowledge Representation Building in the Field of Corn Based on Ontology%基于本体的玉米领域知识表示构建研究

    Institute of Scientific and Technical Information of China (English)

    张莹; 陈桂芬

    2012-01-01

    传统的人工智能采用不同的建模方法、开发工具进行知识表示,使得各种知识表示之间缺乏互操作性,本体的引入解决了这一问题。对基于本体的知识表示方法进行了探索,对玉米领域知识本体进行了构建。结果表明,本体可有效地解决复杂知识间表达的异构问题,使计算机对信息的理解升至为语义层次,利于玉米智能系统的研制。%Different modeling methods and tools were used in the traditional artificial intelligence to express knowledge,which led to the lack of interoperability between all kinds of knowledge,and ontology could solve the problem.In this paper,the knowledge representation method based on ontology was investigated,and the corn field knowledge ontology was built.The result showed that ontology could effectively solve the heterogeneous problem of expression of complex knowledge and make the computer to understand information for the semantic level,and benefit to develop the intelligent systems of corn.

  2. Knowledge representation and management: benefits and challenges of the semantic web for the fields of KRM and NLP.

    Science.gov (United States)

    Rassinoux, A-M

    2011-01-01

    To summarize excellent current research in the field of knowledge representation and management (KRM). A synopsis of the articles selected for the IMIA Yearbook 2011 is provided and an attempt to highlight the current trends in the field is sketched. This last decade, with the extension of the text-based web towards a semantic-structured web, NLP techniques have experienced a renewed interest in knowledge extraction. This trend is corroborated through the five papers selected for the KRM section of the Yearbook 2011. They all depict outstanding studies that exploit NLP technologies whenever possible in order to accurately extract meaningful information from various biomedical textual sources. Bringing semantic structure to the meaningful content of textual web pages affords the user with cooperative sharing and intelligent finding of electronic data. As exemplified by the best paper selection, more and more advanced biomedical applications aim at exploiting the meaningful richness of free-text documents in order to generate semantic metadata and recently to learn and populate domain ontologies. These later are becoming a key piece as they allow portraying the semantics of the Semantic Web content. Maintaining their consistency with documents and semantic annotations that refer to them is a crucial challenge of the Semantic Web for the coming years.

  3. The formation of share market prices under heterogeneous beliefs and common knowledge

    CERN Document Server

    Biondi, Yuri; Galam, Serge

    2011-01-01

    Financial economic models often assume that investors know (or agree on) the fundamental value of the shares of the firm, easing the passage from the individual to the collective dimension of the financial system generated by the Share Exchange over time. Our model relaxes that heroic assumption of one unique "true value" and deals with the formation of share market prices through the dynamic formation of individual and social opinions (or beliefs) based upon a fundamental signal of economic performance and position of the firm, the forecast revision by heterogeneous individual investors, and their social mood or sentiment about the ongoing state of the market pricing process. Market clearing price formation is then featured by individual and group dynamics that make its collective dimension irreducible to its individual level. This dynamic holistic approach can be applied to better understand the market exuberance generated by the Share Exchange over time.

  4. Formation of share market prices under heterogeneous beliefs and common knowledge

    Science.gov (United States)

    Biondi, Yuri; Giannoccolo, Pierpaolo; Galam, Serge

    2012-11-01

    Financial economic models often assume that investors know (or agree on) the fundamental value of the shares of the firm, easing the passage from the individual to the collective dimension of the financial system generated by the Share Exchange over time. Our model relaxes that heroic assumption of one unique “true value” and deals with the formation of share market prices through the dynamic formation of individual and social opinions (or beliefs) based upon a fundamental signal of economic performance and position of the firm, the forecast revision by heterogeneous individual investors, and their social mood or sentiment about the ongoing state of the market pricing process. Market clearing price formation is then featured by individual and group dynamics that make its collective dimension irreducible to its individual level. This dynamic holistic approach can be applied to better understand the market exuberance generated by the Share Exchange over time.

  5. Bridging Real World Semantics to Model World Semantics for Taxonomy Based Knowledge Representation System

    Institute of Scientific and Technical Information of China (English)

    Ju-Hum Kwon; Chee-Yang Song; Chang-Joo Moon; Doo-Kwon Baik

    2005-01-01

    As a mean to map ontology concepts, a similarity technique is employed. Especially a context dependent concept mapping is tackled, which needs contextual information from knowledge taxonomy. Context-based semantic similarity differs from the real world similarity in that it requires contextual information to calculate similarity. The notion of semantic coupling is introduced to derive similarity for a taxonomy-based system. The semantic coupling shows the degree of semantic cohesiveness for a group of concepts toward a given context. In order to calculate the semantic coupling effectively, the edge counting method is revisited for measuring basic semantic similarity by considering the weighting attributes from where they affect an edge's strength. The attributes of scaling depth effect, semantic relation type, and virtual connection for the edge counting are considered. Furthermore, how the proposed edge counting method could be well adapted for calculating context-based similarity is showed. Thorough experimental results are provided for both edge counting and context-based similarity. The results of proposed edge counting were encouraging compared with other combined approaches, and the context-based similarity also showed understandable results. The novel contributions of this paper come from two aspects.First, the similarity is increased to the viable level for edge counting. Second, a mechanism is provided to derive a contextbased similarity in taxonomy-based system, which has emerged as a hot issue in the literature such as Semantic Web, MDR,and other ontology-mapping environments.

  6. On Equivalence of FIS and ELM for Interpretable Rule-Based Knowledge Representation.

    Science.gov (United States)

    Wong, Shen Yuong; Yap, Keem Siah; Yap, Hwa Jen; Tan, Shing Chiang; Chang, Siow Wee

    2015-07-01

    This paper presents a fuzzy extreme learning machine (F-ELM) that embeds fuzzy membership functions and rules into the hidden layer of extreme learning machine (ELM). Similar to the concept of ELM that employed the random initialization technique, three parameters of F-ELM are randomly assigned. They are the standard deviation of the membership functions, matrix-C (rule-combination matrix), and matrix-D [don't care (DC) matrix]. Fuzzy if-then rules are formulated by the rule-combination Matrix of F-ELM, and a DC approach is adopted to minimize the number of input attributes in the rules. Furthermore, F-ELM utilizes the output weights of the ELM to form the target class and confidence factor for each of the rules. This is to indicate that the corresponding consequent parameters are determined analytically. The operations of F-ELM are equivalent to a fuzzy inference system. Several benchmark data sets and a real world fault detection and diagnosis problem have been used to empirically evaluate the efficacy of the proposed F-ELM in handling pattern classification tasks. The results show that the accuracy rates of F-ELM are comparable (if not superior) to ELM with distinctive ability of providing explicit knowledge in the form of interpretable rule base.

  7. Representations of knowledge about dominoes in demented and normal elderly players.

    Science.gov (United States)

    Beatty, W W; English, S; Dean, K; Rogers, C L; Olson, K A

    1999-04-01

    1. Dementia patients who retain musical and game-playing skills exhibit impaired performance on explicit memory tests of knowledge about their retained skill. 2. Dementia patients who retain skill at playing dominoes can answer complex questions about the play of the game almost as well as normal elderly domino players when the questions are presented with real dominoes. 3. The aim of this study was to determine if skilled dementia patients could answer questions about domino play when the stimuli were two-dimensional drawings of dominoes. 4. Seventeen dementia patients and eight normal elderly domino players were tested on two forms of the Domino Quiz: first with real dominoes, then with two-dimensional drawings; other neuropsychological tests were given at the same time. 5. Fourteen of the 17 patients and all of the controls showed no decline in answering questions about domino play when two-dimensional drawings were used. These patients showed retained symbolic processing of information about dominoes despite declines in overall mental status, generation of words from specific semantic categories, and recognition memory for domino terminology. 6. Because the 14 patients with retained domino skill performed as accurately as controls on both administrations of a letter cancellation task, the ability to process familiar symbols may be important to their game-playing skill.

  8. Students' Understanding of External Representations of the Potassium Ion Channel Protein Part II: Structure-Function Relationships and Fragmented Knowledge

    Science.gov (United States)

    Harle, Marissa; Towns, Marcy H.

    2012-01-01

    Research that has focused on external representations in biochemistry has uncovered student difficulties in comprehending and interpreting external representations. This study focuses on students' understanding of three external representations (ribbon diagram, wireframe, and hydrophobic/hydrophilic) of the potassium ion channel protein. Analysis…

  9. Application of the Naive Bayes Classifier for Representation and Use of Heterogeneous and Incomplete Knowledge in Social Robotics

    NARCIS (Netherlands)

    Trovato, Gabriele; Chrupala, Grzegorz; Takanishi, Atsuo

    2016-01-01

    As societies move towards integration of robots, it is important to study how robots can use their cognition in order to choose effectively their actions in a human environment, and possibly adapt to new contexts. When modelling these contextual data, it is common in social robotics to work with

  10. Fuzzy-Based Knowledge Discovery from Heterogeneous Data in Planting Systems for Elderly LOHAS

    Institute of Scientific and Technical Information of China (English)

    Hung-Chih Hsueh; Jung-Yi Jiang; Jen-Sheng Tsai; Wen-Hao Tsai; Kuan-Rong Lee; Yau-Hwang Kuo

    2015-01-01

    Abstract⎯In this paper, we propose a knowledge discovery method based on the fuzzy set theory to help elders with plant cultivation. Initially, the fuzzy sets are constructed by using the feature selection and statistical interval estimation. The min-max inference and the center of gravity defuzzification method are then used to output a candidate pattern set. Finally, a pattern discovery is adopted to obtain the patterns from the candidate set for the cultivation suggestions by considering the frequency weight and user’s experience. In order to demonstrate the performance of our method in planting systems, we conduct a clicks-and-mortar cultivation platform, namely Eden Garden, for the elderly lifestyles of health and sustainability (LOHAS). The experimental results show that the accuracy rate of our knowledge discovery method can reach up to 85%. Moreover, the results of the LOHAS index scale table present that the happiness of the elders is increasing while the elders are using our proposed method.

  11. Limited knowledge of fraction representations differentiates middle school students with mathematics learning disability (dyscalculia) versus low mathematics achievement.

    Science.gov (United States)

    Mazzocco, Michèle M M; Myers, Gwen F; Lewis, Katherine E; Hanich, Laurie B; Murphy, Melissa M

    2013-06-01

    Fractions pose significant challenges for many children, but for some children those challenges persist into high school. Here we administered a fractions magnitude comparison test to 122 children, from Grades 4 to 8, to test whether their knowledge of fractions typically learned early in the sequence of formal math instruction (e.g., fractions equivalent to one-half, fraction pairs with common denominators) differentiates those with mathematics learning disability (MLD) versus low achievement (LA) or typical achievement (TA) in mathematics and whether long-term learning trajectories of this knowledge also differentiate these groups. We confirmed that although fourth graders with TA (n=93) were more accurate in evaluating "one-half" fractions than in evaluating "non-half" fractions (until they reached ceiling performance levels on both types of fractions), children with MLD (n=11) did not show a one-half advantage until Grade 7 and did not reach ceiling performance even by Grade 8. Both the MLD and LA groups had early difficulties with fractions, but by Grade 5 the LA group approached performance levels of the TA group and deviated from the MLD group. All groups showed a visual model advantage over Arabic number representation of fractions, but this advantage was short-lived for the TA group (because ceiling level was achieved across formats), whereas it was slightly more persistent for the LA group and persisted through Grade 8 for children with MLD. Thus, difficulties with fractions persist through Grade 8 for many students, but the nature and trajectories of those difficulties vary across children with math difficulties (MLD or LA).

  12. How to make a good animation: A grounded cognition model of how visual representation design affects the construction of abstract physics knowledge

    Science.gov (United States)

    Chen, Zhongzhou; Gladding, Gary

    2014-06-01

    Visual representations play a critical role in teaching physics. However, since we do not have a satisfactory understanding of how visual perception impacts the construction of abstract knowledge, most visual representations used in instructions are either created based on existing conventions or designed according to the instructor's intuition, which leads to a significant variance in their effectiveness. In this paper we propose a cognitive mechanism based on grounded cognition, suggesting that visual perception affects understanding by activating "perceptual symbols": the basic cognitive unit used by the brain to construct a concept. A good visual representation activates perceptual symbols that are essential for the construction of the represented concept, whereas a bad representation does the opposite. As a proof of concept, we conducted a clinical experiment in which participants received three different versions of a multimedia tutorial teaching the integral expression of electric potential. The three versions were only different by the details of the visual representation design, only one of which contained perceptual features that activate perceptual symbols essential for constructing the idea of "accumulation." On a following post-test, participants receiving this version of tutorial significantly outperformed those who received the other two versions of tutorials designed to mimic conventional visual representations used in classrooms.

  13. Representation of Knowledge

    Science.gov (United States)

    1980-03-01

    construct an ISA link from CLYDE to BIRD to make the match possible. The matcher would bind BIRD-? to the node CLYDE, OWN-? to OWN-, a, nd NEST-? to...which references the element most recently added to the context. -- A new rule, i.e., a rule/ binding instantiation that has not occurred previously. -- A...handling mixed-initiative dialogues, Indirect answers, and anaphoric references--could be facilitated by the ability to provide expectations and

  14. Knowledge Representation in PARKA

    Science.gov (United States)

    1990-02-01

    vehicle) (isa [road-vehicle] [vehicle]) (make-category ’car) (isa [car) [road-vehicle]) (make-category ’plymouth) (isa [plymouth] [ carl ) (make-category...J. Haugeland, editor, The MIT Press. Cambridge. MA, 1981, 95-128. REFERENCES 29 [15] Nebel , Bernhard, "Computational Complexity of Terminolog- ical

  15. Promoting pedagogical content knowledge development for early career secondary teachers in science and technology using content representations

    Science.gov (United States)

    Williams, John; Eames, Chris; Hume, Anne; Lockley, John

    2012-11-01

    Background: This research addressed the key area of early career teacher education and aimed to explore the use of a 'content representation' (CoRe) as a mediational tool to develop early career secondary teacher pedagogical content knowledge (PCK). This study was situated in the subject areas of science and technology, where sound teacher knowledge is particularly important to student engagement. Purpose: The study was designed to examine whether such a tool (a CoRe), co-designed by an early career secondary teacher with expert content and pedagogy specialists, can enhance the PCK of early career teachers. The research questions were: How can experts in content and pedagogy work together with early career teachers to develop one science topic CoRe and one technology topic CoRe to support the development of PCK for early career secondary teachers? How does the use of a collaboratively designed CoRe affect the planning of an early career secondary teacher in science or technology? How has engagement in the development and use of an expert-informed CoRe developed an early career teacher's PCK? Sample: The research design incorporated a unique partnership between two expert classroom teachers, two content experts, four early career teachers, and four researchers experienced in science and technology education. Design: This study employed an interpretivist-based methodology and an action research approach within a four-case study design. Data were gathered using qualitative research methods focused on semi-structured interviews, observations and document analysis. Results: The study indicated that CoRes, developed through this collaborative process, helped the early career teachers focus on the big picture of the topic, emphasize particularly relevant areas of content and consider alternative ways of planning for their teaching. Conclusions: This paper presents an analysis of the process of CoRe development by the teacher-expert partnerships and the effect that had on

  16. Influence of the knowledge representation on the results of risks calculation; Influence de la representation de la connaissance sur les resultats de calcul de risque

    Energy Technology Data Exchange (ETDEWEB)

    Baudrit, C. [Institut de Recherche en Informatique de Toulouse, 31 (France); Mercat-Rommens, C.; Chojnacki, E. [Institut de Radioprotection et de Surete Nucleaire (DPAM/SEMIC/LMPC), Cadarache, 13 - Saint-Paul-Lez-Durance (France)

    2005-07-01

    In the field of radioecology, uncertainty was especially apprehended within a purely probabilistic framework. This report presents the various mathematical theories which make it possible to represent dubious information: theory of probabilities, theory of possibilities, theory of belief function. The influence of the choice of these various mathematical models to represent knowledge is then studied on the example of the transfer of strontium 90 from an atmospheric deposit to the man through the cow s milk consumption. (authors)

  17. 采煤机概念设计的知识表示与知识推理%Knowledge representation and reasoning of shearer conceptual design

    Institute of Scientific and Technical Information of China (English)

    丁华; 杨兆建; 姚晶

    2011-01-01

    为实现采煤机概念设计知识和经验的重用,针对采煤机设计领域知识的可分解性、多样性和模糊性等特点,提出了以面向对象为主、产生式规则为辅的知识表示方法,建立了采煤机概念设计实例库和规则库,并将基于实例和规则推理的集成推理机制应用于采煤机概念设计知识推理中.最后以UG为平台开发了采煤机概念设计系统,实现了知识驱动的采煤机概念设计自动化,积累了设计经验和知识,缩短了产品设计周期.通过工程应用实例验证了该方法的有效性与可靠性.%For reusing of design knowledge and experience of shearer conceptual design,aiming at the decomposability,diversity and fuzziness of knowledge in the field of shearer design,knowledge representation is proposed in it which is mainly the knowledge representation for object-oriented,production rules as complement, then case base and nde base for shearer conceptual design are establishead, and an integrated mechanism based on cases and rules reasoning is applied to knowledge reasoning of shearer conceptual design. With Unigraphics as the platform,shear conceptual design system was developed,which automation of knowledge-driven conceptual design is achieved,design experience and knowledge is accumulated, and the design cycle is shortened.The method is verified with high effectiveness and credibility through engineering application.

  18. 航次决策知识及其表示方法构建%Voyage Decision Making Knowledge and Representation Construction

    Institute of Scientific and Technical Information of China (English)

    许春晖; 胡正华

    2011-01-01

    In order to improve the utilization of the accumulated knowledge past for shipping companies, the paper presents the three-tiered knowledge objects representation based on the deep research of the knowledge about voyage decision making. Aiming to represent the static common sense and dynamic experience, the paper constructs the basic knowledge objects and the course knowledge objects respectively; then, the paper constructs the experience objects to solve the problem of specific voyage decision-making knowledge acquisition. At last, based on the business knowledge of the shipping companv. YIHAI. the paper does the application research, and verify the efficiency of the representation.%为了加强航运企业对以往积累知识的利用,本文在对航次决策领域知识进行详细研究的基础上,构建了一种三层次知识对象表示方法.针对航次决策静态常识性知识、动态经验性知识,本文分别构建了基础知识对象、过程知识对象;然后针对获取特定航次决策知识问题,本文构建了经验知识对象进行求解.最后,本文借助构建好的知识表示方法对益海船务公司积累的业务知识进行表示,同时开展了相应的应用研究,验证了表示方法的有效性.

  19. Research on the Relationship between Knowledge Heterogeneity and the Knowledge Innovation Performance:Based on the R&D Team%知识异质性与知识创新绩效的关系研究

    Institute of Scientific and Technical Information of China (English)

    王颖; 彭灿

    2012-01-01

    Based on the analyses and discussions on the concept of knowledge heterogeneity and knowledge innovation performance , the article discusses the relationship hypothesis between knowledge heterogeneity and knowledge innovation performance,based on literature review. Then, certain hypotheses are brought forward and investigation questionnaires for the case verification are obtained by visiting 142 group members with group work experiences in R&-D teams. The study finds that the heterogeneity of education background has negative influence on the knowledge innovation performance, the knowledge skills and professional experience heterogeneity has positive influence on the knowledge innovation performance. In the last part,the results of the research are discussed,and relevant countermeasures are put forward.%在界定知识异质性和知识创新绩效概念的基础上,基于相关研究文献,提出了知识异质性与知识创新绩效的关系假设,以企业研发团队为例,通过对有研发团队工作经验的142名员工进行问卷调查,并对获得的有关数据进行了分析.研究结果显示:团队成员的教育背景异质性对知识创新绩效产生负面影响;知识技能与职业经验并质性对研发团队知识创新绩效均有积极显著影响,藉此进行了实证分析,进而提出了对策建议.

  20. Meaningful main effects or intriguing interactions? Examining the influences of epistemic beliefs and knowledge representations on cognitive processing and conceptual change when learning physics

    Science.gov (United States)

    Franco, Gina M.

    The purpose of this study was to investigate the role of epistemic beliefs and knowledge representations in cognitive and metacognitive processing and conceptual change when learning about physics concepts through text. Specifically, I manipulated the representation of physics concepts in texts about Newtonian mechanics and explored how these texts interacted with individuals' epistemic beliefs to facilitate or constrain learning. In accordance with definitions from Royce's (1983) framework of psychological epistemology, texts were developed to present Newtonian concepts in either a rational or a metaphorical format. Seventy-five undergraduate students completed questionnaires designed to measure their epistemic beliefs and their misconceptions about Newton's laws of motion. Participants then read the first of two instructional texts (in either a rational or metaphorical format), and were asked to think aloud while reading. After reading the text, participants completed a recall task and a post-test of selected items regarding Newtonian concepts. These steps were repeated with a second instructional text (in either a rational or metaphorical format, depending on which format was assigned previously). Participants' think-aloud sessions were audio-recorded, transcribed, and then blindly coded, and their recalls were scored for total number of correctly recalled ideas from the text. Changes in misconceptions were analyzed by examining changes in participants' responses to selected questions about Newtonian concepts from pretest to posttest. Results revealed that when individuals' epistemic beliefs were congruent with the knowledge representations in their assigned texts, they performed better on both online measures of learning (e.g., use of processing strategies) and offline products of learning (e.g., text recall, changes in misconceptions) than when their epistemic beliefs were incongruent with the knowledge representations. These results have implications for how

  1. Quiver representations

    CERN Document Server

    Schiffler, Ralf

    2014-01-01

    This book is intended to serve as a textbook for a course in Representation Theory of Algebras at the beginning graduate level. The text has two parts. In Part I, the theory is studied in an elementary way using quivers and their representations. This is a very hands-on approach and requires only basic knowledge of linear algebra. The main tool for describing the representation theory of a finite-dimensional algebra is its Auslander-Reiten quiver, and the text introduces these quivers as early as possible. Part II then uses the language of algebras and modules to build on the material developed before. The equivalence of the two approaches is proved in the text. The last chapter gives a proof of Gabriel’s Theorem. The language of category theory is developed along the way as needed.

  2. 异质知识网络相关度算法研究%Research on Relatedness Algorithms in Heterogeneous Knowledge Network

    Institute of Scientific and Technical Information of China (English)

    裘江南; 秦璇; 仲秋雁

    2011-01-01

    异质知识网络是Web2.0的基础,其中的相关度算法是实现通过信息检索人、资源或通过人检索信息、资源的关键.然而目前的相关度算法研究大多局限于同质知识网络,忽略了在异质知识网络中的研究.因此,本文结合异质知识网络所具有的特性,明确异质知识网络相关度的定义,进而对现有的相关度算法分析的基础上,总结并归纳适用于异质知识网络的相关度算法,并根据Web2.0环境下产生的社会性信息检索需求,进一步说明其未来的发展趋势.%Heterogeneous knowledge network is the foundation of Web 2.0. Relatedness algorithms in those networks are critical for retrieving people, resources through information or retrieving information through people, resources. But the current research is limited to homogeneous knowledge networks and ignores that in heterogeneous knowledge networks. For the above, this paper puts forward the definition of the relatedness of heterogeneous knowledge network, summarizes the relatedness algorithms for heterogeneous knowledge networks, and shows its future trends, based on the analysis of existing relatedness algorithms and social information search requirements caused by Web 2.0.

  3. Understanding the Role of Representation in Interorganizational Knowledge Integration: A Case Study of an IT Outsourcing Project

    Science.gov (United States)

    Werr, Andreas; Runsten, Philip

    2013-01-01

    Purpose: The current paper aims at contributing to the understanding of interorganizational knowledge integration by highlighting the role of individuals' understandings of the task and how they shape knowledge integrating behaviours. Design/methodology/approach: The paper presents a framework of knowledge integration as heedful interrelating.…

  4. Understanding the Role of Representation in Interorganizational Knowledge Integration: A Case Study of an IT Outsourcing Project

    Science.gov (United States)

    Werr, Andreas; Runsten, Philip

    2013-01-01

    Purpose: The current paper aims at contributing to the understanding of interorganizational knowledge integration by highlighting the role of individuals' understandings of the task and how they shape knowledge integrating behaviours. Design/methodology/approach: The paper presents a framework of knowledge integration as heedful interrelating.…

  5. An On-Line Computational Model of Human Sentence Interpretation: A Theory of the Representation and Use of Linguistic Knowledge

    Science.gov (United States)

    1992-03-01

    PINKER , STEVEN . 1989. Learnability and cognition: The acquisition of argument structure. Cambridge, MA: MIT Press. POLLARD, CARL & IVAN A. SAG. 1987...subregularities which Wilensky (1990) has proposed for the representation of lexical semantics and the broad-range rules which Pinker (1989) has...structures of verbs, have been proposed by Pinker (1989). Lexical rules, however, are not used in CIG. Recall that the use of lexical rules is ruled out by

  6. Evaluation Study on Collaborative Effectiveness of Heterogeneity Knowledge Team%异质性知识团队协同效能评价研究

    Institute of Scientific and Technical Information of China (English)

    李丽艳; 杨文彩; 王瑞杰; 陈立畅

    2011-01-01

    For evaluation collaborative effectiveness of heterogeneity knowledge team, firstly this paper defines the concepts of heterogeneity knowledge team and team collaborative effectiveness, and the features of heterogeneity knowledge team collaborative effectiveness are researched deeply. Then, one grade evaluation index of team collaborative effectiveness is researched in Delphi method, and obtained 5 indexes:quantity and quality of results, collaborative satisfaction of team members, enhancement degree, future viability of team, rational use of funds. Lastly, an index of evaluation grade two of team collaborative effectiveness is designed.%针对异质性知识团队协同效能评价的问题,首先界定了异质性知识团队和团队协同效能的概念,并对异质性知识团队协同效能的特点进行了深入研究;然后,运用Dephi法对团队协同效能一级评价指标进行研究,得出5个一级指标:成果数量和质量、成员协作满意度、能力提升度、团队未来生存力、经费使用合理性;最后设计出团队协同效能的二级评价指标.

  7. 一种经验型隐性知识表征及获取方法研究%An Empirical Tacit Knowledge Representation and Acquisition Method

    Institute of Scientific and Technical Information of China (English)

    刘利军; 蒋祖华; 宋博

    2013-01-01

    Based on review and analysis of existing tacit knowledge acquisition methods and problems,a definition of empirical tacit knowledge for the decision-making is presented.After analyzing the characteristics of the empirical tacit knowledge,its representation method is given.And then a "two-stage acquisition method" to acquire empirical tacit knowledge for decision making is proposed,which can complete the transformation and acquisition process of tacit knowledge from "tacit knowledge in the minds of experts" to "original tacit knowledge",and to "structured tacit knowledge".Finally,a case study of plant facility planning decision-making is provided to demonstrate the feasibility and effectiveness of this approach.%在分析和总结现有隐性知识获取方法及存在问题的基础上,提出了一种面向决策的经验型隐性知识的概念,给出其形式化定义和表征方法,进而提出面向决策的经验型隐性知识“两阶段法”获取方法,可以完成从“专家头脑中的隐性知识-初始状态隐性知识-结构化隐性知识”的知识转化及获取过程.以工厂设施规划为例,验证经验型隐性知识获取方法的合理性和有效性.

  8. Knowledge and representation of model management%模型管理的知识及其表示方法

    Institute of Scientific and Technical Information of China (English)

    王延章

    2011-01-01

    运用辩证系统的思维方法论,从客观事物到主观认知的全过程和不同科学域的共性整体特征出发,较系统地探讨了模型及其管理的知识系统.首先梳理给出基本概念属性模型、数据和信息模型、结构和知识(狭义)模型、问题模型、数学模型和决策或优化模型六个层次的模型集合,明晰模型概念体系与层次关系.然后,基于知识工程的理论方法,抽象给出了模型的共性知识、模型的建立知识、模型应用知识、模型的可视化及交互知识,建立了相应知识元模型,形成了一个较系统的形式化知识体系,为模型管理奠定了知识基础.%Using the thinking methodology of dialectical systems, beginning with the whole process from things that objectively exist to the subjective perception and the common characteristics of different scientific fields, this paper systematically discusses the model and the knowledge systems it managed. First, it gives the sixlevel model set including the model of basic concept attribute, the model of data and information, the model of problem, and the model of optimization or decision etc., and clarifies the concept system and layer relations of the model. Then, based on the theory of knowledge engineering, this paper gives the knowledge of model including the common knowledge, the instruction knowledge, the application knowledge, the visualized and interactive knowledge, and builds the knowledge element accordingly. In this way, a more systematic knowledge system is formed, and lays a knowledge foundation for model management

  9. Data-mining to build a knowledge representation store for clinical decision support. Studies on curation and validation based on machine performance in multiple choice medical licensing examinations.

    Science.gov (United States)

    Robson, Barry; Boray, Srinidhi

    2016-06-01

    Extracting medical knowledge by structured data mining of many medical records and from unstructured data mining of natural language source text on the Internet will become increasingly important for clinical decision support. Output from these sources can be transformed into large numbers of elements of knowledge in a Knowledge Representation Store (KRS), here using the notation and to some extent the algebraic principles of the Q-UEL Web-based universal exchange and inference language described previously, rooted in Dirac notation from quantum mechanics and linguistic theory. In a KRS, semantic structures or statements about the world of interest to medicine are analogous to natural language sentences seen as formed from noun phrases separated by verbs, prepositions and other descriptions of relationships. A convenient method of testing and better curating these elements of knowledge is by having the computer use them to take the test of a multiple choice medical licensing examination. It is a venture which perhaps tells us almost as much about the reasoning of students and examiners as it does about the requirements for Artificial Intelligence as employed in clinical decision making. It emphasizes the role of context and of contextual probabilities as opposed to the more familiar intrinsic probabilities, and of a preliminary form of logic that we call presyllogistic reasoning. Copyright © 2016 Elsevier Ltd. All rights reserved.

  10. Sociocultural Knowledge and Visual Re(-)Presentations of Black Masculinity and Community: Reading "The Wire" for Critical Multicultural Teacher Education

    Science.gov (United States)

    Brown, Keffrelyn D.; Kraehe, Amelia

    2011-01-01

    In this article we consider the implications of using popular visual media as a pedagogic tool for helping teachers acquire critical sociocultural knowledge to work more effectively with students of color, particularly Black males. Drawing from a textual analysis (McKee 2001, 2003; Rose 2001) conducted in the critical visual studies tradition…

  11. Limited Knowledge of Fraction Representations Differentiates Middle School Students with Mathematics Learning Disability (Dyscalculia) versus Low Mathematics Achievement

    Science.gov (United States)

    Mazzocco, Michele M. M.; Myers, Gwen F.; Lewis, Katherine E.; Hanich, Laurie B.; Murphy, Melissa M.

    2013-01-01

    Fractions pose significant challenges for many children, but for some children those challenges persist into high school. Here we administered a fractions magnitude comparison test to 122 children, from Grades 4 to 8, to test whether their knowledge of fractions typically learned early in the sequence of formal math instruction (e.g., fractions…

  12. Constructible Authentic Representations: Designing Video Games That Enable Players to Utilize Knowledge Developed In-Game to Reason about Science

    Science.gov (United States)

    Holbert, Nathan R.; Wilensky, Uri

    2014-01-01

    While video games have become a source of excitement for educational designers, creating informal game experiences that players can draw on when thinking and reasoning in non-game contexts has proved challenging. In this paper we present a design principle for creating educational video games that enables players to draw on knowledge resources…

  13. Totality and Representation: A History of Knowledge Management through European Documentation, Critical Modernity, and Post-Fordism.

    Science.gov (United States)

    Day, Ronald E.

    2001-01-01

    Presents European documentalist, critical modernist, and Autonomous Marxist influenced post-Fordist views regarding the management of knowledge in mid- and late-twentieth century Western modernity and postmodernity, and the complex theoretical and ideological debates, especially concerning issues of language and community. Discusses views of…

  14. Quantitative and qualitative analysis of the knowledge, attitudes and social representations of cholera in the extreme northern region of Cameroon: the case of Maroua I, Maroua Ii And Mokolo

    OpenAIRE

    Amaah, Penn

    2014-01-01

    Introduction An effective fight against cholera requires an in-depth consideration of the knowledge, attitudes and social representations of cholera within a population. Cholera outbreaks persist in the Extreme North of Cameroon because of the inadequate integration of representations of cholera, water and hygiene in the fight against this disease. Through a constructivist intercultural approach not conflicting with the western ethnocentric model, socio-cultural/religious and historical ideol...

  15. Representation and shape estimation of Odin, a parallel under-actuated modular robot

    DEFF Research Database (Denmark)

    Lyder, Andreas; Petersen, Henrik Gordon; Støy, Kasper

    2009-01-01

    To understand the capabilities and behavior of a robot it is important to have knowledge about its physical structure and how its actuators control its shape. In this paper we analyze the kinematics and develop a general representation of a configuration of the heterogeneous modular robot Odin. T...

  16. NNF and NNPrF—Fuzzy Petri Nets Based on Neural Network for Knowledge Representation,Reasoning and Learning

    Institute of Scientific and Technical Information of China (English)

    周奕; 吴时霖

    1996-01-01

    This paper proposes NNF-a fuzzy Petri Net system based on neural network for proposition logic repesentation,and gives the formal definition of NNF.For the NNF model,forward reasoning algorithm,backward reasoning algorithm and knowledge learning algorithm are discussed based on weight training algorithm of neural network-Back Propagation algorithm.Thus NNF is endowed with the ability of learning a rule.The paper concludes with a discussion on extending NNF to predicate logic,forming NNPrF,and proposing the formal definition and a reasoning algorithm of NNPrF.

  17. The Digital Space Shuttle, 3D Graphics, and Knowledge Management

    Science.gov (United States)

    Gomez, Julian E.; Keller, Paul J.

    2003-01-01

    The Digital Shuttle is a knowledge management project that seeks to define symbiotic relationships between 3D graphics and formal knowledge representations (ontologies). 3D graphics provides geometric and visual content, in 2D and 3D CAD forms, and the capability to display systems knowledge. Because the data is so heterogeneous, and the interrelated data structures are complex, 3D graphics combined with ontologies provides mechanisms for navigating the data and visualizing relationships.

  18. The Digital Space Shuttle, 3D Graphics, and Knowledge Management

    Science.gov (United States)

    Gomez, Julian E.; Keller, Paul J.

    2003-01-01

    The Digital Shuttle is a knowledge management project that seeks to define symbiotic relationships between 3D graphics and formal knowledge representations (ontologies). 3D graphics provides geometric and visual content, in 2D and 3D CAD forms, and the capability to display systems knowledge. Because the data is so heterogeneous, and the interrelated data structures are complex, 3D graphics combined with ontologies provides mechanisms for navigating the data and visualizing relationships.

  19. Integrating order and distance relationships from heterogeneous maps.

    Science.gov (United States)

    Graves, M

    1993-01-01

    There is no automatic mechanism to integrate information between heterogeneous genome maps. Currently, integration is a difficult, manual process. We have developed a process for knowledge base design, and we use this to integrate order and distance relationships between genetic linkage, radiation hybrid, and physical maps. Until now, the only way to develop a persistent, knowledge-intensive application was to either develop a new knowledge base from scratch or coerce the application to fit an existing knowledge base. This was not from lack of interest by the knowledge base or database community, but merely from a lack of theoretical tools powerful enough to tackle the problem. We import formalisms from knowledge representation, natural language semantics, programming language research, and databases. These form a strong, theoretical foundation for knowledge base design upon which we have implemented the knowledge base design tool called WEAVE.

  20. The Use of Lesson Study Combined with Content Representation in the Planning of Physics Lessons During Field Practice to Develop Pedagogical Content Knowledge

    Science.gov (United States)

    Juhler, Martin Vogt

    2016-08-01

    Recent research, both internationally and in Norway, has clearly expressed concerns about missing connections between subject-matter knowledge, pedagogical competence and real-life practice in schools. This study addresses this problem within the domain of field practice in teacher education, studying pre-service teachers' planning of a Physics lesson. Two means of intervention were introduced. The first was lesson study, which is a method for planning, carrying out and reflecting on a research lesson in detail with a learner and content-centered focus. This was used in combination with a second means, content representations, which is a systematic tool that connects overall teaching aims with pedagogical prompts. Changes in teaching were assessed through the construct of pedagogical content knowledge (PCK). A deductive coding analysis was carried out for this purpose. Transcripts of pre-service teachers' planning of a Physics lesson were coded into four main PCK categories, which were thereafter divided into 16 PCK sub-categories. The results showed that the intervention affected the pre-service teachers' potential to start developing PCK. First, they focused much more on categories concerning the learners. Second, they focused far more uniformly in all of the four main categories comprising PCK. Consequently, these differences could affect their potential to start developing PCK.

  1. Social representations of women

    Directory of Open Access Journals (Sweden)

    Álvaro Estramiana, José Luis

    2006-05-01

    Full Text Available Social Representations is one of the most important theories in contemporary social psychology. Since the social psychologist Serge Moscovici developed his theory of social representations to explain how a scientific theory such as the psychoanalysis turns into a common sense knowledge many studies have been done by different social psychologists. The analysis of the social representations of women as represented in myths and popular beliefs is an excellent opportunity to study how this theory can be applied to this representational field. At the same time it makes possible to understand the formation of attitudes towards women

  2. Knowledges

    DEFF Research Database (Denmark)

    Berling, Trine Villumsen

    2012-01-01

    and reflectivism. Bourdieu, on the contrary, lets the challenge to the theory/reality distinction spill over into a challenge to the theory/practice distinction by thrusting the scientist in the foreground as not just a factor (discourse/genre) but as an actor. In this way, studies of IR need to include a focus......Scientific knowledge in international relations has generally focused on an epistemological distinction between rationalism and reflectivism over the last 25 years. This chapter argues that this distinction has created a double distinction between theory/reality and theory/practice, which works...... as a ghost distinction structuring IR research. While reflectivist studies have emphasised the impossibility of detached, objective knowledge production through a dissolution of the theory/reality distinction, the theory/practice distinction has been left largely untouched by both rationalism...

  3. Research on the Mechanism of Online Collaborative Assessment that Promote Knowledge Representation%促进知识表征的在线协作评价机制研究

    Institute of Scientific and Technical Information of China (English)

    马志强; 龙琴琴; 王靖; 王秋爽

    2016-01-01

    Knowledge representation is a hot topic concerned by online collaborative learning. Existing researches have tried to promote students’ level of knowledge representation by peer-collaborative assessment. However, there still lack of sufficient con-cerns about the development of effective assessment criteria to promote students ’ level of knowledge representation. Therefore, based on knowledge representation of concept map, this study explored the rubrics formation mechanism of collaborative assessment which facilitate students’ level of knowledge representation by using quasi-experimental research method, questionnaire method and obser-vation method. The study concluded that compared to student collaborative developing assessment criteria, providing assessment crite-ria by teacher was a better way to promote students’ level of knowledge representation. What’s more, the clarity of description of as-sessment criteria influenced the quality of the structure and concept linking of students ’ concept maps. According to the conclusions, this study raised the strategies for developing collaborative assessment criteria which promotes students ’ level of knowledge represen-tation and proposed follow-up research prospects.%知识表征是在线协作学习关注的热点问题。已有研究试图通过同伴协作评价来促进知识表征水平的提升,然而对如何生成有效的协作评价量规尚缺乏足够的关注。针对上述问题,通过选取概念图作为知识表征方法,运用准实验研究、问卷调查及观察法,对促进知识表征的协作评价量规生成机制进行探索。主要研究结论认为:较之学习者生成评价量规,教师设置评价量规更能够促进知识表征水平的提升。评价量规描述的清晰程度能够影响学习者生成概念结构与概念连接的质量。最后,基于结论提出促进知识表征的评价量规生成策略及后续研究展望。

  4. Knowledge Technology Applications for Knowledge Management

    OpenAIRE

    Andersson, Kent

    2000-01-01

    We investigate how the knowledge in knowledge technology applications for knowledge management can be represented to let the user directly manage the knowledge content of the applications. In paper I we design a representation of diagnosis knowledge that allows the user to add new components and inspect the function of the device. The representation allows an integration of model based knowledge with compiled and heuristic knowledge so that the device and its function can be represented a sui...

  5. Research and Application Based on the Concept Map Knowledge Representation Method%基于概念图的知识表示方法研究与应用

    Institute of Scientific and Technical Information of China (English)

    程媛

    2012-01-01

      The research field of artificial intelligence knowledge representation is one of the core problems of artificial intelli⁃gence technology, is restricted to the bottleneck. Concept map with its simple, intuitive, semantic expression capability is strong wait for a characteristic, be used as a knowledge representation method, can effectively represent natural language is defined, by the artificial intelligence domain widespread attention. This paper mainly discusses the methods of knowledge representation based on concept map and concept map in the internal representation of realization.%  知识表示是人工智能研究领域的核心问题之一,也是制约人工智能技术发转的的瓶颈。概念图以其简单、直观、语义表达能力强等特点,被用来作为知识的表示方法,能有效的表示自然语言的定义,受到人工智能领域的广泛关注。该文主要讨论基于概念图的知识表示方法及概念图内部表示的实现。

  6. 跨学科创新团队知识异质性与绩效关系研究%The relationship between the knowledge heterogeneity and innovation performances of the interdisciplinary teams

    Institute of Scientific and Technical Information of China (English)

    王兴元; 姬志恒

    2013-01-01

    Based on the theses, the heterogeneity of team knowledge is divided into explicit knowledge heterogeneity, the pseudo tacit knowledge heterogeneity, and the true tacit knowledge heterogeneity. And the relationship between team interaction and the team' s innovation performance is studied. Empirical results show that team explicit knowledge heterogeneity is insignificant to the innovation performance; the pseudo tacit knowledge heterogeneity has a significant positive influence on team communication, team knowledge sharing, work conflict, teamwork, and ultimately promoting the innovation team performance; the true tacit knowledge heterogeneity impedes knowledge sharing, leading to the team interpersonal conflicts, and hindering the team innovation. Regulating variable analysis shows that the team trust is able to significantly adjust the impact relationship between the team communication, knowledge sharing, interpersonal conflict, work conflict, teamwork, and innovation performance.%论文把团队知识异质性分为团队显性知识异质性、团队伪隐性知识异质性、团队真隐性知识异质性,研究了其通过团队互动与团队创新绩效的关系.实证结果表明团队显性知识异质性通过团队互动最终影响团队创新绩效的作用并不显著;团队伪隐性知识的异质性对于团队沟通、团队知识共享、工作冲突、团队协作有显著的正向影响,且最终促进了团队创新绩效;团队真隐性知识异质性阻碍了知识共享,引发了团队人际冲突,这些都阻碍了团队创新.调节变量作用分析结果表明,团队信任能够显著调节团队沟通、知识共享、人际冲突、工作冲突、团队协作对创新绩效的影响关系.

  7. 一种基于十元格蕴涵代数的知识表示方法%AN APPROACH FOR KNOWLEDGE REPRESENTATION BASED ON TEN-ELEMENT LATTICE IMPLICATION ALGEBRA

    Institute of Scientific and Technical Information of China (English)

    郑宏亮; 徐本强; 邹丽

    2013-01-01

    不确定知识表示中常使用语言值来表达其真实程度和可信程度.为处理具有语言值可信度的不确定性知识表示问题,基于十元格蕴涵代数,建立一个十元语言值可信度因子知识表示模型,并实现了具有语言值可信度因子的知识推理.所提出的知识表示方法可以有效地表达具有可比性或不可比性的语言值不确定性信息.实例说明所提出的方法在表示知识时能够尽量模拟具有语言值信息的人类思维模式,有利于对不确定性知识的智能处理.%In uncertain knowledge representation, linguistic values are often used to express its truth degree and credibility. In order to deal with the uncertain knowledge representation issue with linguistic value credibility, in this paper we construct a knowledge representation model with ten-element linguistic value credibility factors based on ten-element lattice implication algebra, and achieve the knowledge reasoning with linguistic value credibility factors. The proposed approach for knowledge representation can effectively express both comparable and incomparable uncertainty information of linguistic value. Examples illustrate that the proposed approach can simulate human thinking mode with linguistic values information as much as possible, which benefits to the smart processing of uncertain knowledge.

  8. Conceptual Knowledge Representation and Reasoning

    DEFF Research Database (Denmark)

    Oldager, Steen Nikolaj

    2003-01-01

    , in particular the works of Gottlob Frege and Rudolf Carnap, we start by defining when a logical formalism is intensional. We then examine whether the current formalizations of concepts are intensional. The result is negative in the sense that none of the prevalent formalizations are intensional. This motivates...... udgangspunkt i hovedbidragene til intensionalitet, der stammer fra Gottlob Frege og Rudolf Carnap, starter vi med at definere, hvornår en logisk formalisme er intensionel. Derefter undersøger vi, hvorvidt de nuværende formaliseringer af begrebsviden er intensionelle. Resultatet er negativt, idet ingen af de...

  9. Tensor Representation Based Dynamic Outlier Detection Method in Heterogeneous Ne two rk%异质网中基于张量表示的动态离群点检测方法

    Institute of Scientific and Technical Information of China (English)

    刘露; 左万利; 彭涛

    2016-01-01

    Mining rich semantic information hidden in heterogeneous information network is an important task in data mining .The value ,data distribution and generation mechanism of outliers are all different from that of normal data .It is of great significance of analyzing its generation mechanism or even eliminating outliers .Outlier detection in homogeneous information network has been studied and explored for a long time . However ,few of them are aiming at dynamic outlier detection in heterogeneous networks .Many issues need to be settled .Due to the dynamics of the heterogeneous information network ,normal data may become outliers over time . This paper proposes a dynamic tensor representation based outlier detection method ,called TRBOutlier .It constructs tensor index tree according to the high order data represented by tensor .The features are added to direct item set and indirect item set respectively when searching the tensor index tree .Meanwhile ,we describe a clustering method based on the correlation of short texts to judge whether the objects in datasets change their original clusters and then detect outliers dynamically .This model can keep the semantic relationship in heterogeneous networks as much as possible in the case of fully reducing the time and space complexity . T he experimental results show that our proposed method can detect outliers dynamically in heterogeneous information network effectively and efficiently .%挖掘隐藏在异质信息网络中丰富的语义信息是数据挖掘的重要任务之一。离群点在值、数据分布、和产生机制上都明显不同于正常数据对象。检测离群点并分析其不同的产生机制,最终消除离群点具有重要的现实意义。目前,针对异质信息网络动态离群点检测的研究工作相对较少,还有很多问题有待解决。由于异质信息网络的动态性,随着时间的变化,正常数据对象也可能转变为离群点。针对异质网络提出一

  10. Representation and propagation of imprecise and uncertain knowledge: applied to risk assessments related by polluted sites and soils; Representation et propagation de connaissances imprecises et incertaines: application a l'evaluation des risques lies aux sites et aux sols pollues

    Energy Technology Data Exchange (ETDEWEB)

    Baudrit, C

    2005-10-15

    Currently, decisions pertaining to the management of potentially polluted sites very often rely on the evaluation of risks for man and the environment. This evaluation is carried out with the help of models which simulate the transfer of pollutants from a source to a vulnerable target, for different scenarios of exposure. The selection of parameter values of these models is based as much as possible on the data collected at the time of on-site investigations (phase of diagnosis). However, due to time and financial constraints, information regarding model parameters is often incomplete and imprecise. This leads to uncertainty that needs to be accounted for the decision-making process. Uncertainty regarding model parameters may have essentially two origins. It may arise from randomness due to natural variability resulting from heterogeneity of population or the fluctuations of a quantity in time. Or it may be caused by impreciseness due to a lack of information resulting, for example, from systematic measurement errors or expert opinions. In risk assessment, no distinction is traditionally made between these two types of uncertainty, both being represented by means of a single probability distribution. So, uncertainty in risk assessment models is generally addressed within a purely probabilistic framework. This approach comes down to assuming that knowledge regarding model parameters is always of random nature (variability). Such knowledge is represented by single probability distributions typically propagated through the risk model using the Monte-Carlo technique. Even if this approach is well-known, the difficulty is to avoid an arbitrary choice of the shape of probability distributions assigned to model parameters. Indeed in the context of risk assessment related to pollutant exposure, knowledge of some parameters is often imprecise or incomplete. The use of single probability distribution to represent this type of knowledge becomes subjective and partly arbitrary

  11. 法律知识的因果表达和非单调推理模型%Causal Knowledge Representation and Nonmonotonic Reasoning Models in Law Consultant Systems

    Institute of Scientific and Technical Information of China (English)

    干红华; 潘云鹤

    2001-01-01

    Causal reasoning is the most important feature in law consultant systems. This paper analy-ses the structure of law clauses,proposes a representation model for law knowledge in terms of causal relationships and nonmonotonic reasoning models based on it. These models are successfully applied in the implementation of NBU-CALA+ ,a law expert consultant system for case analysis and interpreta-tion.

  12. Characteristic analysis of and application strategy of knowledge representation in information age%信息时代知识表征的特征分析与应用策略

    Institute of Scientific and Technical Information of China (English)

    赵慧臣; 文洁

    2011-01-01

    In information age,with technological advances and media development,the form and characteristics of knowledge representation have changed a lot.The types of knowledge representation in information age include main text,hypertext,concept maps,multimedia and virtual reality and so on.Different types have their own unique features.In order to improve the learning effectively using of knowledge representation,it requires the appropriate strategy.%信息时代,伴随着技术进步和媒介发展,知识表征的形式和特征发生了很大变化。信息时代的知识表征主要有文本、超文本、概念图、多媒体和虚拟现实等类型,不同类型有各自的独特功能。更好地利用知识表征提高学习的效率和效果,需要恰当的策略。

  13. The Mechanisms of Knowledge Heterogeneity on Creativity of Knowledge Teams:An Interactive Cognition Perspective%知识异质性对知识型团队创造力的影响机制:基于互动认知的视角

    Institute of Scientific and Technical Information of China (English)

    吕洁; 张钢

    2015-01-01

    知识型团队的创造力不仅受到团队知识异质性和成员创造力的影响,同时还取决于团队成员之间的认知互动过程。通过391份知识型团队的领导与成员的配对问卷调查,从互动认知的视角,采用多层线性模型分析了认知冲突和任务知识协调对知识异质性与团队及其成员创造力之间关系的影响。研究结果表明,认知冲突在知识异质性和团队及其成员创造力之间有着显著的中介作用;任务知识协调则调节了知识异质性对团队及其成员创造力的影响。当任务知识协调水平高时,知识异质性与团队及其成员的创造力之间的关系均正向显著;当任务知识协调水平低时,知识异质性与团队创造力之间呈倒U型关系,但与个体成员创造力之间的关系并不显著。%In the current era of knowledge economy, organizations are increasingly dependent on knowledge teams to develop creative solutions and respond to the rapidly changing environment. Knowledge teams integrate the unique knowledge and skills of their members and thus have access to alternative perspectives when seeking solutions to problems. Because of this, knowledge heterogeneity is a typical characteristic of knowledge teams, and is considered by many researchers as an important factor that inspires team creativity. However, we are also led to believe that knowledge heterogeneity does not always impact positively on team creativity, as it may limit the effective knowledge sharing among team members and create a lot of negative issues. Currently, little is known about the complexity of the mechanisms through which knowledge heterogeneity works on team creativity. This study contributes to the existing literature by investigating such a complexity. In our study, we posit that the creativity of knowledge teams is not only influenced by knowledge heterogeneity and individual team member creativity, but also depends critically on

  14. Sociocognitive Perspectives on Representation.

    Science.gov (United States)

    Jacob, Elin K.; Shaw, Debora

    1998-01-01

    Discusses research dealing with the cognitive aspects of formal systems of knowledge representation. Highlights include the origins and theoretical foundations of the cognitive viewpoint; cognition and information science; cognitivism, mentalism, and subjective individualism; categorization; mental models; and sociocognitive approaches to indexing…

  15. Sociocognitive Perspectives on Representation.

    Science.gov (United States)

    Jacob, Elin K.; Shaw, Debora

    1998-01-01

    Discusses research dealing with the cognitive aspects of formal systems of knowledge representation. Highlights include the origins and theoretical foundations of the cognitive viewpoint; cognition and information science; cognitivism, mentalism, and subjective individualism; categorization; mental models; and sociocognitive approaches to indexing…

  16. Using Representations of Practice to Elicit Mathematics Teachers' Tacit Knowledge of Practice: A Comparison of Responses to Animations and Videos

    Science.gov (United States)

    Herbst, Patricio; Kosko, Karl W.

    2014-01-01

    This study compared conversations among groups of teachers of high school geometry that had been elicited by a representation of instruction (either a video or an animation) and facilitated with an open-ended agenda. All artifacts used represented instruction scenarios that departed from what, according to prior work, had been hypothesized as…

  17. Revealing children's implicit spelling representations.

    Science.gov (United States)

    Critten, Sarah; Pine, Karen J; Messer, David J

    2013-06-01

    Conceptualizing the underlying representations and cognitive mechanisms of children's spelling development is a key challenge for literacy researchers. Using the Representational Redescription model (Karmiloff-Smith), Critten, Pine and Steffler (2007) demonstrated that the acquisition of phonological and morphological knowledge may be underpinned by increasingly explicit levels of spelling representation. However, their proposal that implicit representations may underlie early 'visually based' spelling remains unresolved. Children (N = 101, aged 4-6 years) were given a recognition task (Critten et al., 2007) and a novel production task, both involving verbal justifications of why spellings are correct/incorrect, strategy use and word pattern similarity. Results for both tasks supported an implicit level of spelling characterized by the ability to correctly recognize/produce words but the inability to explain operational strategies or generalize knowledge. Explicit levels and multiple representations were also in evidence across the two tasks. Implications for cognitive mechanisms underlying spelling development are discussed.

  18. Metaphores et representations du cerveau plurilingue: conceptions naives ou construction du savior? Exemples dans le contexte d'enseignement andorran (Metaphors and Representations of the Multilingual Brain: Naive Conceptions or Knowledge Construction? Examples in the Context of Andorran Education).

    Science.gov (United States)

    Larruy, Martine Marquillo

    2000-01-01

    This article concentrates on the use of metaphors characterizing a multilingual brain in a corpus of oral interactions drawn from the Andorran part of an international research study. First, the situation and the status of metaphors in fields connected to the elaboration of knowledge is questioned. Next, the most important metaphors associated to…

  19. Translation between representation languages

    Science.gov (United States)

    Vanbaalen, Jeffrey

    1994-01-01

    A capability for translating between representation languages is critical for effective knowledge base reuse. A translation technology for knowledge representation languages based on the use of an interlingua for communicating knowledge is described. The interlingua-based translation process consists of three major steps: translation from the source language into a subset of the interlingua, translation between subsets of the interlingua, and translation from a subset of the interlingua into the target language. The first translation step into the interlingua can typically be specified in the form of a grammar that describes how each top-level form in the source language translates into the interlingua. In cases where the source language does not have a declarative semantics, such a grammar is also a specification of a declarative semantics for the language. A methodology for building translators that is currently under development is described. A 'translator shell' based on this methodology is also under development. The shell has been used to build translators for multiple representation languages and those translators have successfully translated nontrivial knowledge bases.

  20. Quantitative and qualitative analysis of the knowledge, attitudes and social representations of cholera in the extreme northern region of Cameroon: the case of Maroua I, Maroua Ii And Mokolo.

    Science.gov (United States)

    Amaah, Penn

    2014-01-01

    An effective fight against cholera requires an in-depth consideration of the knowledge, attitudes and social representations of cholera within a population. Cholera outbreaks persist in the Extreme North of Cameroon because of the inadequate integration of representations of cholera, water and hygiene in the fight against this disease. Through a constructivist intercultural approach not conflicting with the western ethnocentric model, socio-cultural/religious and historical ideologies can be reconciled to provide optimal and sustainable healthcare solutions to the repeated and long lasting cholera epidemics using participative research, intercultural mediation and dialogue in Cameroon. Through a cross-sectional, ethnographic and participative study, data was generated using semi-directed in-depth interviews of key informants, collection of videos, pictures and the completion of 2 pre-tested questionnaire types in 3 communities (Maroua I, Maroua II and Mokolo). Quantitative data was entered using Ms Excel and Epi Info 7, and analysed using Epi Info 7. Qualitative data was analysed inductively using the concept of social representations. Results show evidence of the inadequate integration of cultural and socio-cultural factors favouring cholera spread and a respondent population majority unable to identify this (92.82%). Equally identifying environmental and cultural factors, the results bring out the impact of the on-going cholera combating strategy. Representations of cholera, cultural and socio-cultural values are not adequately considered in the fight against cholera. We recommend policy-makers and health actors to improve on the integration of these through advocacy, in designing, communicating and implementing effective prevention strategies via participative research, intercultural mediation and dialogue.

  1. 中国大学外语教师实践性知识元表征探究%Research onthe Meta-representation of Chinese College Foreign Language Teachers’Practical Knowledge

    Institute of Scientific and Technical Information of China (English)

    裴光钢; 颜奕

    2015-01-01

    The practical knowledge of college foreign language teachers generates from a complex and non-linear system.It is enriched through the dynamic and open meta-representation and is in continuous development in contradiction and self-adaptability.On the basis of activity theory and complexity theory, we can find that research on college foreign language teachers can analyze and explain the meta-representation of practical knowledge which is of different connotations and unnecessarily comprehensive. To know macroscopically the practical knowledge of college foreign language teachers,to understand the uniqueness of foreign languages,and to highlight the identities of college foreign teachers,can provide new research methods and significant reference for teachers to do with practical knowledge.%大学外语教师的实践性知识,是在复杂和非线性的系统中产生、丰富的,以动态和开放性的元表征生成并拓展,在矛盾和自适应性中不断发展变化。通过活动理论与复杂理论的视角研究大学外语教师,可以解析和探讨其部分现象、不同层次内涵和未必全面的实践性知识元表征。宏观认识大学外语教师的实践性知识的元表征,理解并把握外语学科知识的独特性,突出和强调大学外语教师的身份属性,可以为教师实践性知识提供新的研究方法和思路。

  2. A knowledge-based system for prototypical reasoning

    Science.gov (United States)

    Lieto, Antonio; Minieri, Andrea; Piana, Alberto; Radicioni, Daniele P.

    2015-04-01

    In this work we present a knowledge-based system equipped with a hybrid, cognitively inspired architecture for the representation of conceptual information. The proposed system aims at extending the classical representational and reasoning capabilities of the ontology-based frameworks towards the realm of the prototype theory. It is based on a hybrid knowledge base, composed of a classical symbolic component (grounded on a formal ontology) with a typicality based one (grounded on the conceptual spaces framework). The resulting system attempts to reconcile the heterogeneous approach to the concepts in Cognitive Science with the dual process theories of reasoning and rationality. The system has been experimentally assessed in a conceptual categorisation task where common sense linguistic descriptions were given in input, and the corresponding target concepts had to be identified. The results show that the proposed solution substantially extends the representational and reasoning 'conceptual' capabilities of standard ontology-based systems.

  3. Poetic representation

    DEFF Research Database (Denmark)

    Wulf-Andersen, Trine Østergaard

    2012-01-01

    This article is based on a Danish research project with young people in vulnerable positions. Young people are involved throughout the research process, including the interpretation of material produced through interviews, and discussions on how reflections and conclusions from the research should......, and dialogue, of situated participants. The article includes a lengthy example of a poetic representation of one participant’s story, and the author comments on the potentials of ‘doing’ poetic representations as an example of writing in ways that challenges what sometimes goes unasked in participative social...

  4. Value Representations

    DEFF Research Database (Denmark)

    Rasmussen, Majken Kirkegaard; Petersen, Marianne Graves

    2011-01-01

    Stereotypic presumptions about gender affect the design process, both in relation to how users are understood and how products are designed. As a way to decrease the influence of stereotypic presumptions in design process, we propose not to disregard the aspect of gender in the design process......, as the perspective brings valuable insights on different approaches to technology, but instead to view gender through a value lens. Contributing to this perspective, we have developed Value Representations as a design-oriented instrument for staging a reflective dialogue with users. Value Representations...

  5. A Knowledge integrated Research Based on Team Knowledge Heterogeneity Structure%基于团队知识异质性结构的知识整合研究

    Institute of Scientific and Technical Information of China (English)

    李夏楠; 倪旭东

    2012-01-01

    Knowledge sharing and knowledge conflict are becoming more and more important in a team work. The occurrence of knowledge sharing and knowledge conflict is contributed to team members' different knowledge. Generally speaking, knowledge sharing and knowledge conflict are positively related to knowledge differences , but when the difference of knowledge is too big, knowledge sharing might be reduced instead and knowledge conflict may be changed into relationship conflicts. Some features such as age are also affecting knowledge sharing and knowledge conflict in degree size.%根源于团队成员知识异质性的知识共享和知识冲突是知识管理中两个重要的要素,它们对团队乃至整个组织的运作结果有着较大的影响,这就要求构建一个能解释知识差异和知识共享以及知识冲突之间内在关系的知识整合框架.通过分析团队成员知识异质性的程度分布结构和团队异质性特征互动结构两个方面,建立导致知识共享和知识冲突程度大小的理论模型.

  6. Heterogeneity and Scaling in Geologic Media

    Energy Technology Data Exchange (ETDEWEB)

    Gregory N. Boitnott; Gilles Y. Bussod; Paul N. Hagin; Stephen R. Brown

    2005-04-18

    The accurate characterization and remediation of contaminated subsurface environments requires the detailed knowledge of subsurface structures and flow paths. Enormous resources are invested in scoping and characterizing sites using core sampling, 3-D geophysical surveys, well tests, etc.... Unfortunately, much of the information acquired is lost to compromises and simplifications made in constructing numerical grids for the simulators used to predict flow and transport from the contaminated area to the accessible environment. In rocks and soils, the bulk geophysical and transport properties of the matrix and of fracture systems are determined by the juxtaposition of geometric features at many length scales. In the interest of computational efficiency, recognized heterogeneities are simplified, averaged out, or entirely ignored in spite of recent studies that recognize that: (1) Structural and lithologic heterogeneities exist on all scales in rocks. (2) Small heterogeneities influence, and can control the physical and chemical properties of rocks. In this work we propose a physically based approach for the description and treatment of heterogeneities, that highlights the use of laboratory equipment designed to measure the effect on physical properties of fine scale heterogeneities observed in rocks and soils. We then discuss the development of an integration methodology that uses these measurements to develop and upscale flow and transport models. Predictive simulations are 'calibrated' to the measured heterogeneity data, and subsequently upscaled in a way that is consistent with the transport physics and the efficient use of environmental geophysics. This methodology provides a more accurate interpretation and representation of the subsurface for both environmental engineering and remediation. We show through examples, (i) the important influence of even subtle heterogeneity in the interpreting of geophysical data, and (ii) how physically based upscaling

  7. Language, knowledge, and mystical mediation: magic, clergy and intervention on the nature in the quotidian and representations in Medieval West - doi: 10.4025/actascieduc.v34i1.15881

    Directory of Open Access Journals (Sweden)

    Rita de Cássia Mendes Pereira

    2012-05-01

    Full Text Available The Reading of documents of ecclesiastical source produced during Middle Ages provides the very clear percept of the presence of various categories of mediators between the natural world and mystical forces, in the daily routine of the western men. On the one hand, there were the wizards, expert supposedly endowed with special knowledge, who used as a resource various forms of exercise of divinatory arts and techniques of manipulation of elements of nature. During Middle Ages the ecclesiastical discourse searched opposing to their actions the knowledge and the achievements of the ‘true’ agents of sacred one, those who were organized in an ordo apart of the rest of society, ordoclericorum, enjoyed the privilege of access to the reading and writing of Latin. The concept of the clergy with which the Christian Church intended to qualify their members brought implicitly a cultural value which unified and distinguished them from the first ones. However, in the eyes of the people, the magical agents, as much as the clergies were endowed with specialized knowledge which granted to them the exercise of strange powers to the common mortals and made it possible for them controlling impersonal forces capable of altering the course of events. It is our intention to discuss the relationship between language, knowledge, and mystical Mediation in the current representations of magical agents and clergies in Middle Ages. 

  8. Study on DSS modeling knowledge representation%决策支持系统中的建模知识表示研究

    Institute of Scientific and Technical Information of China (English)

    黄梯云; 冯玉强; 周宽久

    2001-01-01

    A knowledge-based modeling support system is issued in this paper.Its knowledge consists of three parts:modeling rule knowledge,variable type knowl edge and data mapping knowledge.The modeling rule knowledge represents the deci sion-maker's modeling process.The variable type knowledge defines data types f o r all variables in the modling rule knowledge.The data mapping knowledge defin es sources of the data required during solving.After the decision-maker input s a problem,the modeling support system will solve it according to the modeling knowledge automatically and at last commit the result to the decision-maker. M eanwhile, machine learning is adopted to acquire knowledge during problem solvi ng.%提出一种基于知识的建模支持系统,该系统的知识由三部分组成:构模规则知 识、变量类型知识以及数据映射知识.构模规则知识描述了决策者的构模过程;变量类型知 识定义了构模规则知识中所有变量的数据类型;数据映射知识描述求解过程所需数据的来源 .对于决策者输入的一个实际决策问题,系统能够根据问题描述按照构模知识自动进行求解 ,同时对经验进行学习,生成经验规则.

  9. Representational Machines

    DEFF Research Database (Denmark)

    Petersson, Dag; Dahlgren, Anna; Vestberg, Nina Lager

    to the enterprises of the medium. This is the subject of Representational Machines: How photography enlists the workings of institutional technologies in search of establishing new iconic and social spaces. Together, the contributions to this edited volume span historical epochs, social environments, technological...

  10. Heterogeneity in breast cancer.

    Science.gov (United States)

    Polyak, Kornelia

    2011-10-01

    Breast cancer is a heterogeneous disease. There is a high degree of diversity between and within tumors as well as among cancer-bearing individuals, and all of these factors together determine the risk of disease progression and therapeutic resistance. Advances in technologies such as whole-genome sequencing and functional viability screens now allow us to analyze tumors at unprecedented depths. However, translating this increasing knowledge into clinical practice remains a challenge in part due to tumor evolution driven by the diversity of cancer cell populations and their microenvironment. The articles in this Review series discuss recent advances in our understanding of breast tumor heterogeneity, therapies tailored based on this knowledge, and future ways of assessing and treating heterogeneous tumors.

  11. Distorted representation in visual tourism research

    DEFF Research Database (Denmark)

    Jensen, Martin Trandberg

    2016-01-01

    Tourism research has recently been informed by non-representational theories to highlight the socio-material, embodied and heterogeneous composition of tourist experiences. These advances have contributed to further reflexivity and called for novel ways to animate representations. On this backgro......Tourism research has recently been informed by non-representational theories to highlight the socio-material, embodied and heterogeneous composition of tourist experiences. These advances have contributed to further reflexivity and called for novel ways to animate representations....... On this background, this paper develops the notion ‘distorted representation’ to illustrate that blurred and obscure photos can in fact be intelligible and sensible in understanding tourism. Through an exploration of the overwhelmed and unintended practices of visual fieldwork, distorted representation illustrates...

  12. Research on the Influence Mechanism of Heterogeneity to Knowledge Transfer Process in Design -type Knowledge Work%团队异质性影响企业内部知识转移过程机制研究--以设计型知识工作团队为例

    Institute of Scientific and Technical Information of China (English)

    余呈先

    2016-01-01

    以“团队异质性—交互记忆系统—知识转移过程”的研究思路,通过问卷调查法和结构方程模型分析,探索设计型知识工作团队异质性影响内部知识转移的机理。研究发现:高工作相关异质性显著影响交互记忆系统;交互记忆系统正向影响知识转移过程;团队异质性与知识转移过程之间存在显著相关关系;高工作相关异质性与知识转移表现出 U 型相关;低工作相关异质性与知识转移是负向相关;交互记忆系统在团队异质性和知识转移过程中具有完全中介作用。研究从交互记忆系统形成角度提出优化知识转移的策略:优化团队知识结构;构建知识地图;不断维护团队的交互记忆系统;营造团队内部交流互动的良好氛围,构建知识转移的有利手段。%Through the questionnaire survey and the structure equation model analysis,this paper explores the mechanism of heterogeneity on the influence of internal knowledge transfer within design -type knowledge work team.Its research route follows "Team Heterogeneity—Transactive Memory System—Knowledge Transfer Process".The study finds that the het-erogeneity is significantly influential on transactive memory systems;transactive memory system has positive impact on the knowledge transfer process;there is a significant relevant relations between word team heterogeneity and knowledge transfer process;high team work heterogeneity and the knowledge transfer process have inverted u -shaped curve relationship;low team work related heterogeneity is negative correlated with the process of knowledge transfer;transactive memory system plays a partial mediating role between the high heterogeneity and process of knowledge transfer.Finally,it puts forward the optimization strategy of knowledge transfer,including optimizing team structure,constructing knowledge map,maintaining team's transactive memory system,creating atmosphere of team

  13. Teorias feministas e representações sociais: desafios dos conhecimentos situados para a psicologia social Feminist Theories and Social Representations: challenges of the situated knowledges for social psychology

    Directory of Open Access Journals (Sweden)

    João Manuel de Oliveira

    2006-12-01

    Full Text Available Este artigo visa analisar o contributo das teorias feministas para as epistemologias e práticas metodológicas das ciências sociais, nomeadamente da psicologia social. Partindo da apresentação das propostas feministas da Terceira Vaga para as ciências e da epistemologia dialógica das representações sociais, discutimos as possibilidades de uma conceptualização assente nos conhecimentos situados para o desenvolvimento de saberes científicos emancipatórios. Assim, analisaremos o modo como os conhecimentos situados e os desafios que colocam podem engendrar uma mudança nas práticas científicas da psicologia social e das ciências sociais.This paper aims at analysing the contribution of feminist theories for the epistemology and methodological practices of the social sciences, namely of social psychology. Departing from the presentation of Third Wave feminist proposals and from the dialogical epistemology of social representations, we discuss the possibilities for a conceptualisation based on situated knowledges, for the development of emancipatory scientific knowledges. Hence, we will debate the way how situated knowledges and the challenges they pose can change scientific praxis in social psychology and in social sciences.

  14. A knowledge-based system for discovering ecological interactions in biodiversity data-stores of heterogeneous specimen-records: a case-study of flower-visiting ecology

    CSIR Research Space (South Africa)

    Coetzer, W

    2014-11-01

    Full Text Available and modeling approach are potentially of general use in representing knowledge of animal behavior and ecological interactions, and in engineering semantic interoperability between data-stores containing behavioral ecology data....

  15. Representation of genomics research among Latin American laymen and bioethics: a inquiry into the migration of knowledge and its impact on underdeveloped communities

    Energy Technology Data Exchange (ETDEWEB)

    Fernando Lolas; Carolina Valdebenito; Eduardo Rodríguez; Irene Schiattino; Adelio Misseroni

    2007-07-09

    The effects of genetic knowledge beyond the scientific community depend on processes of social construction of risks and benefits, or perils and possibilities, which are different in different communities. In a globalized world, new developments affect societies not capable of technically replicating them and unaware of the very nature of the scientific process. Moral and legal consequences, however, diffuse rapidly and involve groups and persons with scant or no knowledge about the way scientific concepts are developed or perfected. Leading genomics researchers view their field as developing after a sharp break with that worldwide social movement of the 20´s and 30´s known as eugenics and its most radical expression in the Nazi efforts to destroy life “not worth living”. Manipulation, prejudice and mistrust, however, pervade non-expert accounts of current research. Researchers claim that the new knowledge will have a positive impact on medicine and serve as a foundation for informed social policy. Both types of applications depend on informed communities of non-scientists (physicians, policymakers), whose members may well differ on what constitutes burden and what is benefit, depending upon professional socialization and cultural bias. ELSI projects associated with genomic research are notable for the lack of minorities involved and for the absence of comparative analysis of data reception in different world communities. It may be contended also that the critical potential of philosophical or ethical analyses is reduced by their being situated within the scientific process itself and carried out by members of the expert community, thus reducing independence of judgment. The majority of those involved in such studies, by tradition, experience, and formative influences, share the same worldview about the nature of moral dilemmas or the feasibility of intended applications. The global effects of new knowledge when combined with other cultural or religious

  16. Representation of genomics research among Latin American laymen and bioethics: a inquiry into the migration of knowledge and its impact on underdeveloped communities

    Energy Technology Data Exchange (ETDEWEB)

    Fernando Lolas; Carolina Valdebenito; Eduardo Rodríguez; Irene Schiattino; Adelio Misseroni

    2007-07-09

    The effects of genetic knowledge beyond the scientific community depend on processes of social construction of risks and benefits, or perils and possibilities, which are different in different communities. In a globalized world, new developments affect societies not capable of technically replicating them and unaware of the very nature of the scientific process. Moral and legal consequences, however, diffuse rapidly and involve groups and persons with scant or no knowledge about the way scientific concepts are developed or perfected. Leading genomics researchers view their field as developing after a sharp break with that worldwide social movement of the 20´s and 30´s known as eugenics and its most radical expression in the Nazi efforts to destroy life “not worth living”. Manipulation, prejudice and mistrust, however, pervade non-expert accounts of current research. Researchers claim that the new knowledge will have a positive impact on medicine and serve as a foundation for informed social policy. Both types of applications depend on informed communities of non-scientists (physicians, policymakers), whose members may well differ on what constitutes burden and what is benefit, depending upon professional socialization and cultural bias. ELSI projects associated with genomic research are notable for the lack of minorities involved and for the absence of comparative analysis of data reception in different world communities. It may be contended also that the critical potential of philosophical or ethical analyses is reduced by their being situated within the scientific process itself and carried out by members of the expert community, thus reducing independence of judgment. The majority of those involved in such studies, by tradition, experience, and formative influences, share the same worldview about the nature of moral dilemmas or the feasibility of intended applications. The global effects of new knowledge when combined with other cultural or religious

  17. Image-based 3D modeling for the knowledge and the representation of archaeological dig and pottery: Sant'Omobono and Sarno project's strategies

    Science.gov (United States)

    Gianolio, S.; Mermati, F.; Genovese, G.

    2014-06-01

    This paper presents a "standard" method that is being developed by ARESlab of Rome's La Sapienza University for the documentation and the representation of the archaeological artifacts and structures through automatic photogrammetry software. The image-based 3D modeling technique was applied in two projects: in Sarno and in Rome. The first is a small city in Campania region along Via Popilia, known as the ancient way from Capua to Rhegion. The interest in this city is based on the recovery of over 2100 tombs from local necropolis that contained more than 100.000 artifacts collected in "Museo Nazionale Archeologico della Valle del Sarno". In Rome the project regards the archaeological area of Insula Volusiana placed in Forum Boarium close to Sant'Omobono sacred area. During the studies photographs were taken by Canon EOS 5D Mark II and Canon EOS 600D cameras. 3D model and meshes were created in Photoscan software. The TOF-CW Z+F IMAGER® 5006h laser scanner is used to dense data collection of archaeological area of Rome and to make a metric comparison between range-based and image-based techniques. In these projects the IBM as a low-cost technique proved to be a high accuracy improvement if planned correctly and it shown also how it helps to obtain a relief of complex strata and architectures compared to traditional manual documentation methods (e.g. two-dimensional drawings). The multidimensional recording can be used for future studies of the archaeological heritage, especially for the "destructive" character of an excavation. The presented methodology is suitable for the 3D registration and the accuracy of the methodology improved also the scientific value.

  18. Educação em saúde: conhecimentos, representações sociais e experiências da doença Health education: knowledge, social representation, and illness

    Directory of Open Access Journals (Sweden)

    Maria Flávia Gazzinelli

    2005-02-01

    Full Text Available Este artigo discute a teoria e prática da educação e saúde. Parte da idéia da hegemonia, na prática pedagógica em saúde, de estratégias ligadas à noção de que a apreensão de saber instituído sempre leva à aquisição de novos comportamentos e práticas. Diferentes axiomas têm norteado as práticas de educação e saúde em momentos distintos e/ou justapostos. O primeiro axioma volta-se para a idéia da superação da relação de determinação dos conhecimentos sobre as práticas; o segundo refere-se à relação de determinação das representações sobre as práticas; o terceiro vincula-se à análise das representações dentro do tradicional quadro de erros e acertos; o quarto trata da relação de reciprocidade entre as representações e as práticas; e o quinto se traduz na importância de se considerarem as práticas como passíveis de reelaboração pelas representações, apontando assim o lugar da experiência no entendimento dos processos de adoecimento dos sujeitos, bem como a forma como culturalmente constroem a doença. O artigo destaca a necessidade de se buscar uma articulação entre as representações sociais e a experiência da doença nas práticas educativas em saúde.This article discusses the theory and practice of health and education, beginning with the notion of the hegemony (in health education practice of strategies linked to the notion that to grasp established knowledge always leads to the acquisition of new behaviors and practices. Five different axioms have oriented education and health practices, either juxtaposed or at different moments: (1 the notion of overcoming the determination of knowledge over practices; (2 the determination of representations over practices; (3 the analysis of representations within the traditional framework of right and wrong; (4 reciprocity between representations and practices; and (5 the importance of considering practices amenable to re-elaboration through

  19. Representation of Performance Data in Grid Systems

    Institute of Scientific and Technical Information of China (English)

    时培植; 李三立

    2004-01-01

    The increasingly frequent exchange of performance data in grid systems across heterogeneous platforms requires a uniform "representation" of various types of performance data.This paper reviews the current related research,considers the defect of existing methods,and proposes a new portable description method: grid performance data description (GPDD) using an extensible markup language (XML)-based grid performance data representation language (XGPDRL).GPDD describes the abstract structure,which has excellent extensibility (all types of performance data can be described in one format),efficiency,and flexibility.XGPDRL defines the grammar of the GPDD performance data representation,and is both extensible and portable.For benchmarking purposes,performance data can be collected during runtime,represented in XGPDRL,and analyzed visually using a browser across heterogeneous platforms.GPDD and XGPDRL can conveniently ensure data comprehension across various platforms,and are very suitable for grid performance data representation.

  20. Action representation: crosstalk between semantics and pragmatics.

    Science.gov (United States)

    Prinz, Wolfgang

    2014-03-01

    Marc Jeannerod pioneered a representational approach to movement and action. In his approach, motor representations provide both, declarative knowledge about action and procedural knowledge for action (action semantics and action pragmatics, respectively). Recent evidence from language comprehension and action simulation supports the claim that action pragmatics and action semantics draw on common representational resources, thus challenging the traditional divide between declarative and procedural action knowledge. To account for these observations, three kinds of theoretical frameworks are discussed: (i) semantics is grounded in pragmatics, (ii) pragmatics is anchored in semantics, and (iii) pragmatics is part and parcel of semantics.

  1. Locating relevant patient information in electronic health record data using representations of clinical concepts and database structures.

    Science.gov (United States)

    Pan, Xuequn; Cimino, James J

    2014-01-01

    Clinicians and clinical researchers often seek information in electronic health records (EHRs) that are relevant to some concept of interest, such as a disease or finding. The heterogeneous nature of EHRs can complicate retrieval, risking incomplete results. We frame this problem as the presence of two gaps: 1) a gap between clinical concepts and their representations in EHR data and 2) a gap between data representations and their locations within EHR data structures. We bridge these gaps with a knowledge structure that comprises relationships among clinical concepts (including concepts of interest and concepts that may be instantiated in EHR data) and relationships between clinical concepts and the database structures. We make use of available knowledge resources to develop a reproducible, scalable process for creating a knowledge base that can support automated query expansion from a clinical concept to all relevant EHR data.

  2. From the description of activities to the identification of risks for clinical management: a proposal of building, merging and sharing knowledge representations of care processes.

    Science.gov (United States)

    Staccini, Pascal; Joubert, Michel; Collomp, Rémy; Quaranta, Jean-François; Fieschi, Marius

    2007-01-01

    Management of clinical processes and hospital activities takes advantage of business process reengineering methodology. It is now recognized that care process modeling must integrate the definition of goals and the assessment of risk. Two kinds of issues have been outlined: 1) the lack of an integrated model to identify and describe processes and their components according to a functional point of view; and 2) an increasing amount of documents that hospital staff members have to create, collect, index and maintain. As initial models focused only on a structural view of activities, we reviewed different sources of standards and norms to extract and classify a set of metadata aimed at describing any activity and its outcomes. The model includes links to structured terminologies to name attributes or value them. An object-oriented information model has been created and implemented to test the relevance and the feasibility of the modeling approach. Conceptually speaking, this model gives opportunity to bridge tacit and explicit knowledge. Practically speaking, limits to generalization remain partly due to the lack of a template processes database.

  3. Modeling mechanical response of heterogeneous materials

    Science.gov (United States)

    Pal, Siladitya

    Heterogeneous materials are ubiquitous in nature and as synthetic materials. These materials provide unique combination of desirable mechanical properties emerging from its heterogeneities at different length scales. Future structural and technological applications will require the development of advanced light weight materials with superior strength and toughness. Cost effective design of the advanced high performance synthetic materials by tailoring their microstructure is the challenge facing the materials design community. Prior knowledge of structure-property relationships for these materials is imperative for optimal design. Thus, understanding such relationships for heterogeneous materials is of primary interest. Furthermore, computational burden is becoming critical concern in several areas of heterogeneous materials design. Therefore, computationally efficient and accurate predictive tools are highly essential. In the present study, we mainly focus on mechanical behavior of soft cellular materials and tough biological material such as mussel byssus thread. Cellular materials exhibit microstructural heterogeneity by interconnected network of same material phase. However, mussel byssus thread comprises of two distinct material phases. A robust numerical framework is developed to investigate the micromechanisms behind the macroscopic response of both of these materials. Using this framework, effect of microstuctural parameters has been addressed on the stress state of cellular specimens during split Hopkinson pressure bar test. A voronoi tessellation based algorithm has been developed to simulate the cellular microstructure. Micromechanisms (microinertia, microbuckling and microbending) governing macroscopic behavior of cellular solids are investigated thoroughly with respect to various microstructural and loading parameters. To understand the origin of high toughness of mussel byssus thread, a Genetic Algorithm (GA) based optimization framework has been

  4. Representational Thickness

    DEFF Research Database (Denmark)

    Mullins, Michael

    elements into the process of design. Through its immersive properties, virtual reality allows access to a spatial experience of a computer model very different to both screen based simulations as well as traditional forms of architectural representation. The dissertation focuses on processes of the current......Contemporary communicational and informational processes contribute to the shaping of our physical environment by having a powerful influence on the process of design. Applications of virtual reality (VR) are transforming the way architecture is conceived and produced by introducing dynamic...... by ‘professionals’ to ‘laypeople’. The thesis articulates problems in VR’s current application, specifically the CAVE and Panorama theatres, and seeks an understanding of how these problems may be addressed. The central questions that have motivated this research project are thus: What is architectural VR...

  5. El impacto de las representaciones sociales en la psicología de los conocimientos sociales: problemas y perspectivas The impact of social representations on the psychology of social knowledge: issues and perspectives

    Directory of Open Access Journals (Sweden)

    José Antonio Castorina

    2008-12-01

    the minimum epistemic conditions for establishing a dialogue between some investigation programs in knowledge psychology and the psychology of social representations.

  6. Emerging representation technologies for problem solving

    NARCIS (Netherlands)

    Jong, de Ton; Spector, J. Michael; Merrill, M. David; Elen, Jan; Bishop, M.J.

    2014-01-01

    When learners solve problems they often create an external representation to organize the information given in the problem statement, to translate this problem description into underlying domain terms, and to complete this with knowledge they already have. This representation is subsequently used to

  7. Heterogeneous Catalysts

    NARCIS (Netherlands)

    Dakka, J.; Sheldon, R.A.; Sanderson, W.A.

    1997-01-01

    Abstract of GB 2309655 (A) Heterogeneous catalysts comprising one or more metal compounds selected from the group consisting of tin, molybdenum, tungsten, zirconium and selenium compounds deposited on the surface of a silicalite are provided. Preferably Sn(IV) and/or Mo(VI) are employed. The cat

  8. Ambientes educativos e conhecimento social: um estudo sobre as representações de escola Educative environments and social knowledge: a study regarding representations about school

    Directory of Open Access Journals (Sweden)

    Eliane Giachetto Saravali

    2010-04-01

    Full Text Available Este artigo apresenta parte de uma pesquisa sobre a construção do conhecimento social fundamentada na teoria piagetiana. Os dados analisados referem-se às ideias de crianças entre 7 e 8 anos a respeito da escola. Os sujeitos foram alunos de duas classes de primeira série: uma considerada ambiente tradicional e a outra considerada ambiente sócio-moral construtivista. Os dados obtidos sofreram análise qualitativa e quantitativa e as respostas dos sujeitos foram comparadas, com a finalidade de descobrir possíveis diferenças naquilo que as crianças pensam em função do ambiente escolar do qual participam. Os resultados demonstraram que as crianças não possuem compreensão real da função da escola e que houve diferença significativa em função do ambiente escolar pesquisado, especificamente em relação à compreensão que os sujeitos apresentam das razões para a existência de uma escola e das caracterizações de uma escola boa e uma escola ruim. Dessa forma, as crianças inseridas no ambiente tradicional consideram que para a existência de uma escola é necessário somente aspectos materiais; já aquelas inseridas no ambiente sócio-moral construtivista consideram a necessidade de outros elementos, tais como as pessoas. As crianças inseridas no ambiente considerado construtivista também apontam aspectos subjetivos e referentes a comportamentos considerados adequados para a caracterização de uma boa escola, o que não ocorre com os alunos do ambiente tradicional.This article presents part of a research on the social construction of knowledge based on the Piagetian theory. The analyzed data refer to 7 and 8 year-old children ideas about school. The research participants were first grade students of two different classrooms from two different schools: one of the schools was considered traditional whereas the other was considered a model of socio-moral constructivism. The data have undergone qualitative and quantitative analysis

  9. Ontology-based knowledge discovery in pharmacogenomics.

    Science.gov (United States)

    Coulet, Adrien; Smaïl-Tabbone, Malika; Napoli, Amedeo; Devignes, Marie-Dominique

    2011-01-01

    One current challenge in biomedicine is to analyze large amounts of complex biological data for extracting domain knowledge. This work holds on the use of knowledge-based techniques such as knowledge discovery (KD) and knowledge representation (KR) in pharmacogenomics, where knowledge units represent genotype-phenotype relationships in the context of a given treatment. An objective is to design knowledge base (KB, here also mentioned as an ontology) and then to use it in the KD process itself. A method is proposed for dealing with two main tasks: (1) building a KB from heterogeneous data related to genotype, phenotype, and treatment, and (2) applying KD techniques on knowledge assertions for extracting genotype-phenotype relationships. An application was carried out on a clinical trial concerned with the variability of drug response to montelukast treatment. Genotype-genotype and genotype-phenotype associations were retrieved together with new associations, allowing the extension of the initial KB. This experiment shows the potential of KR and KD processes, especially for designing KB, checking KB consistency, and reasoning for problem solving.

  10. Operational Automatic Remote Sensing Image Understanding Systems: Beyond Geographic Object-Based and Object-Oriented Image Analysis (GEOBIA/GEOOIA. Part 2: Novel system Architecture, Information/Knowledge Representation, Algorithm Design and Implementation

    Directory of Open Access Journals (Sweden)

    Luigi Boschetti

    2012-09-01

    Full Text Available According to literature and despite their commercial success, state-of-the-art two-stage non-iterative geographic object-based image analysis (GEOBIA systems and three-stage iterative geographic object-oriented image analysis (GEOOIA systems, where GEOOIA/GEOBIA, remain affected by a lack of productivity, general consensus and research. To outperform the Quality Indexes of Operativeness (OQIs of existing GEOBIA/GEOOIA systems in compliance with the Quality Assurance Framework for Earth Observation (QA4EO guidelines, this methodological work is split into two parts. Based on an original multi-disciplinary Strengths, Weaknesses, Opportunities and Threats (SWOT analysis of the GEOBIA/GEOOIA approaches, the first part of this work promotes a shift of learning paradigm in the pre-attentive vision first stage of a remote sensing (RS image understanding system (RS-IUS, from sub-symbolic statistical model-based (inductive image segmentation to symbolic physical model-based (deductive image preliminary classification capable of accomplishing image sub-symbolic segmentation and image symbolic pre-classification simultaneously. In the present second part of this work, a novel hybrid (combined deductive and inductive RS-IUS architecture featuring a symbolic deductive pre-attentive vision first stage is proposed and discussed in terms of: (a computational theory (system design, (b information/knowledge representation, (c algorithm design and (d implementation. As proof-of-concept of symbolic physical model-based pre-attentive vision first stage, the spectral knowledge-based, operational, near real-time, multi-sensor, multi-resolution, application-independent Satellite Image Automatic Mapper™ (SIAM™ is selected from existing literature. To the best of these authors’ knowledge, this is the first time a symbolic syntactic inference system, like SIAM™, is made available to the RS community for operational use in a RS-IUS pre-attentive vision first stage

  11. A situated knowledge representation of geographical information

    Energy Technology Data Exchange (ETDEWEB)

    Gahegan, Mark N.; Pike, William A.

    2006-11-01

    In this paper we present an approach to conceiving of, constructing and comparing the concepts developed and used by geographers, environmental scientists and other earth science researchers to help describe, analyze and ultimately understand their subject of study. Our approach is informed by the situations under which concepts are conceived and applied, captures details of their construction, use and evolution and supports their ultimate sharing along with the means for deep exploration of conceptual similarities and differences that may arise among a distributed network of researchers. The intent here is to support different perspectives onto GIS resources that researchers may legitimately take, and to capture and compute with aspects of epistemology, to complement the ontologies that are currently receiving much attention in the GIScience community.

  12. Survey of Knowledge Representation and Reasoning Systems

    Science.gov (United States)

    2009-07-01

    from the header. As discussed in [Smith, Welty & McGuinness 2004] much of an OWL ontology concerns classes, instances of classes, class individuals...OWL language has only scratched the surface; we refer the reader to [Smith, Welty & McGuinness 2004] for a complete guide. As a Semantic Web technology...Parsia, B., Grau, B. C., Kalyanpur, A. & Katz, Y. (2007) Pellet: A pratical OWL DL reasoner, Journal of Web Semantics 5(2). Smith, M. K., Welty , C

  13. Management of Knowledge Representation Standards Activities

    Science.gov (United States)

    Patil, Ramesh S. (Principal Investigator)

    1993-01-01

    This report describes the efforts undertaken over the last two years to identify the issues underlying the current difficulties in sharing and reuse, and a community wide initiative to overcome them. First, we discuss four bottlenecks to sharing and reuse, present a vision of a future in which these bottlenecks have been ameliorated, and describe the efforts of the initiative's four working groups to address these bottlenecks. We then address the supporting technology and infrastructure that is critical to enabling the vision of the future. Finally, we consider topics of longer-range interest by reviewing some of the research issues raised by our vision.

  14. An Episodic Knowledge Representation for Narrative Texts

    Science.gov (United States)

    1990-05-01

    planet was forming, *therefore there was a planet; etc. For sentehces like "A little boy (who used to live here) is now a man," and "A cer- tain violinist ...utterance event; this seems to be involved in one reading of a certain violinist in the second sentence, viz., the reading where this has present reference...In another reading, (sometime violinist ) is involved.) 11. [[(The a: 4)I’)

  15. Knowledge Representation and Natural-Language Semantics.

    Science.gov (United States)

    1986-11-07

    seriously that part of common sense pychology that holds that beliefs and desires cause actions, then we had best take seriously the claim that, on the...this? Well, one alternative is as follows: there is a wide range of ways in which the environment might be abnormal and, moreover, be so in a way that...would defeat the rule. The organism must believe, for each of those ways, a proposition to the effect that the environment is not abnormal in that way

  16. Heterogeneity of monoclonal antibodies.

    Science.gov (United States)

    Liu, Hongcheng; Gaza-Bulseco, Georgeen; Faldu, Dinesh; Chumsae, Chris; Sun, Joanne

    2008-07-01

    Heterogeneity of monoclonal antibodies is common due to the various modifications introduced over the lifespan of the molecules from the point of synthesis to the point of complete clearance from the subjects. The vast number of modifications presents great challenge to the thorough characterization of the molecules. This article reviews the current knowledge of enzymatic and nonenzymatic modifications of monoclonal antibodies including the common ones such as incomplete disulfide bond formation, glycosylation, N-terminal pyroglutamine cyclization, C-terminal lysine processing, deamidation, isomerization, and oxidation, and less common ones such as modification of the N-terminal amino acids by maleuric acid and amidation of the C-terminal amino acid. In addition, noncovalent associations with other molecules, conformational diversity and aggregation of monoclonal antibodies are also discussed. Through a complete understanding of the heterogeneity of monoclonal antibodies, strategies can be employed to better identify the potential modifications and thoroughly characterize the molecules.

  17. Digital models for architectonical representation

    Directory of Open Access Journals (Sweden)

    Stefano Brusaporci

    2011-12-01

    Full Text Available Digital instruments and technologies enrich architectonical representation and communication opportunities. Computer graphics is organized according the two phases of visualization and construction, that is modeling and rendering, structuring dichotomy of software technologies. Visualization modalities give different kinds of representations of the same 3D model and instruments produce a separation between drawing and image’s creation. Reverse modeling can be related to a synthesis process, ‘direct modeling’ follows an analytic procedure. The difference between interactive and not interactive applications is connected to the possibilities offered by informatics instruments, and relates to modeling and rendering. At the same time the word ‘model’ describes different phenomenon (i.e. files: mathematical model of the building and of the scene; raster representation and post-processing model. All these correlated different models constitute the architectonical interpretative model, that is a simulation of reality made by the model for improving the knowledge.

  18. Elements of social representation theory incollaborative tagging systems

    OpenAIRE

    Patricia Zeni Marchiori; Andre Luiz Appel; Eduardo Michellotti Bettoni; Denise Fukumi Tsunoda; Frank Coelho de Alcântara

    2014-01-01

    This article discusses the information representation process based on the Moscovici's Social Representation Theory and domain analysis in Information Science. The aim was to identify mechanisms and constituent dimensions of social representation in collaborative tagging systems/social bookmarking systems. Scientific knowledge was defined as the object/phenomenon of representation in these systems; and the tag as the shareable structure of meaning that connects participants and resources. The...

  19. Normalized neural representations of natural odors

    CERN Document Server

    Zwicker, David

    2016-01-01

    The olfactory system removes correlations in natural odors using a network of inhibitory neurons in the olfactory bulb. It has been proposed that this network integrates the response from all olfactory receptors and inhibits them equally. However, how such global inhibition influences the neural representations of odors is unclear. Here, we study a simple statistical model of this situation, which leads to concentration-invariant, sparse representations of the odor composition. We show that the inhibition strength can be tuned to obtain sparse representations that are still useful to discriminate odors that vary in relative concentration, size, and composition. The model reveals two generic consequences of global inhibition: (i) odors with many molecular species are more difficult to discriminate and (ii) receptor arrays with heterogeneous sensitivities perform badly. Our work can thus help to understand how global inhibition shapes normalized odor representations for further processing in the brain.

  20. Temporal Representation in Semantic Graphs

    Energy Technology Data Exchange (ETDEWEB)

    Levandoski, J J; Abdulla, G M

    2007-08-07

    A wide range of knowledge discovery and analysis applications, ranging from business to biological, make use of semantic graphs when modeling relationships and concepts. Most of the semantic graphs used in these applications are assumed to be static pieces of information, meaning temporal evolution of concepts and relationships are not taken into account. Guided by the need for more advanced semantic graph queries involving temporal concepts, this paper surveys the existing work involving temporal representations in semantic graphs.

  1. Viewpoint – Water Variability, Soil Nutrient Heterogeneity and Market Volatility – Why Sub-Saharan Africa’s Green Revolution Will Be Location-Specific and Knowledge-Intensive

    Directory of Open Access Journals (Sweden)

    Pieter van der Zaag

    2010-02-01

    Full Text Available In his interesting Viewpoint article in Water Alternatives, Bruce Lankford suggests that an African Green Revolution cannot come about without irrigation. But he does not convincingly explain why irrigated areas expand only very slowly. This viewpoint article argues that grain yields have remained stagnant in Africa because of high temporal rainfall variability, significant spatial soil nutrient heterogeneity, and weak and volatile markets. This combination calls for location-specific interventions that are aimed at enhancing farmers’ capacity to buffer water variations and address nutrient deficits. This finding is consistent with what Lankford dismisses as an "atomised" approach, but which would preferably be called a farmer-centred approach. Thus a massive investment in African agriculture is indeed required, primarily focused on the creation of knowledge that does justice to the local variation in water and nutrient availability. It should aim to empower farmers to experiment and be innovative, and remake agricultural extension and agricultural engineering exciting with cutting-edge disciplines. Irrigation may then emerge as the right thing to do.

  2. Dependency Language Representation Using Conceptual Graphs. Autonomic Information Systems

    Science.gov (United States)

    2007-11-02

    http://www.sei.cmu.edu/staff/wjhDeployDesc.html. 30. [Hay94] Hayes, P. (1994) "Aristotelian and Platonic Views of Knowledge Representations...Institute, Carnegie Mellon University, Pittsburgh, PA 1999. [7] P. Hayes, "Aristotelian and Platonic Views of Knowledge Representations," presented at Second

  3. Modelling Configuration Knowledge in Heterogeneous Product Families

    DEFF Research Database (Denmark)

    Queva, Matthieu Stéphane Benoit; Männistö, Tomi; Ricci, Laurent

    2011-01-01

    Product configuration systems play an important role in the development of Mass Customisation. The configuration of complex product families may nowadays involve multiple design disciplines, e.g. hardware, software and services. In this paper, we present a conceptual approach for modelling the va...

  4. Teenage Queerness: Negotiating Heteronormativity in the Representation of Gay Teenagers in "Glee"

    Science.gov (United States)

    Dhaenens, Frederik

    2013-01-01

    Despite a significant increase in gay representation in contemporary television fiction, many media scholars argue that the representation of gay men and women is governed by heteronormativity. They postulate that even rounded and heterogeneous representations of gay men and women are characters that desire to participate in institutions,…

  5. SABERES DEL DOCENTE Y REPRESENTACIONES SOCIALES: IMPLICANCIAS PARA LA ENSEÑANZA DE LAS CIENCIAS NATURALES (KNOWLEDGE OF THE TEACHER AND SOCIAL REPRESENTATIONS: IMPLICATIONS FOR TEACHING OF NATURAL SCIENCES

    Directory of Open Access Journals (Sweden)

    Beatriz Aguilar Susana

    2011-08-01

    hierarchical organization of terms – about different aspects related to the teaching and learning of Natural Sciences. To analyze the structures and identify the common elements that cut across these studies and present certain stability, we considered the classification of teacher‟s knowledge offered by Braslavsky and Birgin (substantive, pedagogic and institutional. The obtained results have allowed us to have access to important information about the meanings shared by this professional group. Thus, the similarity between the structures of the different groups shows that there exists a representation that allows us to describe what these teachers are and what they do, which correspond to traditional education approaches, marking the differences with other groups and other professional activities. The categories that appear in a constant way, beyond the topics proposed in every particular case, are related to the fact of "educating", that is, developing schooled subjects for the social world in which they live. Consequently, it can be inferred that the social demands puts strong pressure on the teachers and seem to turn their attention to other functions (supportive, sanitary, of social assistance away from their professional performance and which do not constitute the essence of the social function they attribute to themselves and which they aim at retaining over time.

  6. Representation as the representation of experience

    NARCIS (Netherlands)

    Ankersmit, FR

    This essay deals, mainly, with the notion of representation. Representation is associated with texts and, as such, is contrasted to the true singular statement. It is argued that the relationship between the text and what the text represents can never be modeled on the relationship between the true

  7. The interaction of representation and reasoning.

    Science.gov (United States)

    Bundy, Alan

    2013-09-08

    Automated reasoning is an enabling technology for many applications of informatics. These applications include verifying that a computer program meets its specification; enabling a robot to form a plan to achieve a task and answering questions by combining information from diverse sources, e.g. on the Internet, etc. How is automated reasoning possible? Firstly, knowledge of a domain must be stored in a computer, usually in the form of logical formulae. This knowledge might, for instance, have been entered manually, retrieved from the Internet or perceived in the environment via sensors, such as cameras. Secondly, rules of inference are applied to old knowledge to derive new knowledge. Automated reasoning techniques have been adapted from logic, a branch of mathematics that was originally designed to formalize the reasoning of humans, especially mathematicians. My special interest is in the way that representation and reasoning interact. Successful reasoning is dependent on appropriate representation of both knowledge and successful methods of reasoning. Failures of reasoning can suggest changes of representation. This process of representational change can also be automated. We will illustrate the automation of representational change by drawing on recent work in my research group.

  8. A synoptic approach to the seismic sensing of heterogeneous fractures: from geometric reconstruction to interfacial characterization

    CERN Document Server

    Pourahmadian, Fatemeh; Haddar, Houssem

    2016-01-01

    A non-iterative waveform sensing approach is proposed toward (i) geometric reconstruction of penetrable fractures, and (ii) quantitative identification of their heterogeneous contact condition by seismic i.e. elastic waves. To this end, the fracture support $\\Gamma$ (which may be non-planar and unconnected) is first recovered without prior knowledge of the interfacial condition by way of the recently established approaches to non-iterative waveform tomography of heterogeneous fractures, e.g. the methods of generalized linear sampling and topological sensitivity. Given suitable approximation $\\breve\\Gamma$ of the fracture geometry, the jump in the displacement field across $\\breve\\Gamma$ i.e. the fracture opening displacement (FOD) profile is computed from remote sensory data via a regularized inversion of the boundary integral representation mapping the FOD to remote observations of the scattered field. Thus obtained FOD is then used as input for solving the traction boundary integral equation on $\\breve\\Gamm...

  9. Battlespace Representation for Air, Space, and Cyber

    Science.gov (United States)

    2012-07-17

    Battlespace Representation for Air, Space, and Cyber James McCracken 1 , and Denise Aleva 2 1 The Design Knowledge Company, Fairborn, Ohio, U.S.A...pages 336-343, Washington. IEEE Computer Society Press. (1996). [3] McCracken , James R. Unpublished internal training manual. The Design...Knowledge Company. Fairborn, OH. (2011). [4] McCracken , James R. Questions: Assessing the structure of knowledge and the use of information in design

  10. Social representations about science among students

    OpenAIRE

    Špela Šoštarič

    2003-01-01

    The article presents the results of a comparative study on social representations about science among students of social and natural sciences. My interest was focused mainly on the scientific metaparadigms we can find behind these representations, especially positivism and constructivism. The basic epistemological difference between the two is in accepting or rejecting the possibility of acquiring objective knowledge about reality. In the first part of the research I used my own questionnaire...

  11. Ergonomic risk: social representations of dental students

    OpenAIRE

    Moura, Luana Kelle Batista; UNAERP; Sousa, Yara Teresinha Correa Silva; UNAERP; Moura, Guilherme César Batista; UNINOVAFAPI; Matos,Francisca Tereza Coelho; Falcão,Carlos Alberto Monteiro; Monte, Thiago LIma

    2014-01-01

    Objective: To learn the social representations of ergonomic risk prepared ​​by dental students. Methodology: This exploratory study, subsidized the Theory of Social Representations, with 64 dental students of an educational institution, by means of interviews. The data were processed in Alceste4.8 and lexical analysis done by the descending hierarchical classification. Results: In two categories: knowledge about exposure to ergonomic risk end attitude of students on preventing and treating in...

  12. Heterogeneity and Microeconometrics Modelling

    DEFF Research Database (Denmark)

    Browning, Martin; Carro, Jesus

    Presented at the 2005 Econometric Society World Congress Plenary Session on "Modelling Heterogeneity". We survey the treatment of heterogeneity in applied microeconometrics analyses. There are three themes. First, there is usually much more heterogeneity than empirical researchers allow for. Seco...

  13. STUDY ON THE REPRESENTATION OF THE PLÜCKER CONOID

    Directory of Open Access Journals (Sweden)

    DRAGAN Delia

    2008-07-01

    Full Text Available The architecture and construction related design requires an in-depth knowledge of all the systems of representation of solids and surfaces. This paper presents a comparative study on the representation of the Plücker conoid using the three systems of representation, i.e. axonometry, the orthogonal projection on two planes of projection and the projection with elevation. Each of these representation systems has its own advantages and disadvantages. They relate to the practical aspect of measuring the true lengths, respectively sizes of angles and surfaces. Then, the way in which the representation is perceived spatially by specialists or non-specialists is also of importance.

  14. Representation theory of finite monoids

    CERN Document Server

    Steinberg, Benjamin

    2016-01-01

    This first text on the subject provides a comprehensive introduction to the representation theory of finite monoids. Carefully worked examples and exercises provide the bells and whistles for graduate accessibility, bringing a broad range of advanced readers to the forefront of research in the area. Highlights of the text include applications to probability theory, symbolic dynamics, and automata theory. Comfort with module theory, a familiarity with ordinary group representation theory, and the basics of Wedderburn theory, are prerequisites for advanced graduate level study. Researchers in algebra, algebraic combinatorics, automata theory, and probability theory, will find this text enriching with its thorough presentation of applications of the theory to these fields. Prior knowledge of semigroup theory is not expected for the diverse readership that may benefit from this exposition. The approach taken in this book is highly module-theoretic and follows the modern flavor of the theory of finite dimensional ...

  15. On Granular Knowledge Structures

    CERN Document Server

    Zeng, Yi

    2008-01-01

    Knowledge plays a central role in human and artificial intelligence. One of the key characteristics of knowledge is its structured organization. Knowledge can be and should be presented in multiple levels and multiple views to meet people's needs in different levels of granularities and from different perspectives. In this paper, we stand on the view point of granular computing and provide our understanding on multi-level and multi-view of knowledge through granular knowledge structures (GKS). Representation of granular knowledge structures, operations for building granular knowledge structures and how to use them are investigated. As an illustration, we provide some examples through results from an analysis of proceeding papers. Results show that granular knowledge structures could help users get better understanding of the knowledge source from set theoretical, logical and visual point of views. One may consider using them to meet specific needs or solve certain kinds of problems.

  16. Interpretive Viewers and Structured Programs: The Implicit Representation of Soap Opera Characters.

    Science.gov (United States)

    Livingstone, Sonia M.

    1989-01-01

    Investigates regular viewers' representations of soap opera characters to discover the nature of these representations, the extent to which they reflect the application of social knowledge, and the extent to which they reflect the structure of the program. (MS)

  17. A social representation is not a quiet thing: exploring the critical potential of social representations theory.

    Science.gov (United States)

    Howarth, Caroline

    2006-03-01

    Following Moscovici (1972), this paper addresses the questions: What is the aim of research within a social representations perspective? Is it to support or to criticize the social order? Is it to consolidate or transform it? After a brief overview of social representations theory, I argue that while the theory appears to have the conceptual tools to begin this critical task, there are serious criticisms and points of underdevelopment that need addressing. In order for social representations theory to develop into a rigorously critical theory there are three controversial issues that require clarification. These are (a) the relationship between psychological processes and social practices, (b) the reification and legitimization of different knowledge systems, and (c) agency and resistance in the co-construction of self-identity. After discussing each issue in turn, with illustrations from research on racializing representations, I conclude the paper with a discussion of the role of representations in the ideological construction and contestation of reality.

  18. Case Based Reasoning: Case Representation Methodologies

    Directory of Open Access Journals (Sweden)

    Shaker H. El-Sappagh

    2015-11-01

    Full Text Available Case Based Reasoning (CBR is an important technique in artificial intelligence, which has been applied to various kinds of problems in a wide range of domains. Selecting case representation formalism is critical for the proper operation of the overall CBR system. In this paper, we survey and evaluate all of the existing case representation methodologies. Moreover, the case retrieval and future challenges for effective CBR are explained. Case representation methods are grouped in to knowledge-intensive approaches and traditional approaches. The first group overweight the second one. The first methods depend on ontology and enhance all CBR processes including case representation, retrieval, storage, and adaptation. By using a proposed set of qualitative metrics, the existing methods based on ontology for case representation are studied and evaluated in details. All these systems have limitations. No approach exceeds 53% of the specified metrics. The results of the survey explain the current limitations of CBR systems. It shows that ontology usage in case representation needs improvements to achieve semantic representation and semantic retrieval in CBR system.

  19. IMAGES AND SOCIAL REPRESENTATION: SEMIOTIC ANALYSIS CONTRIBUTIONS

    Directory of Open Access Journals (Sweden)

    Izabela Gonçalves Terra

    2016-09-01

    Full Text Available The common sense knowledge formation is object of study of the Social Representation Theory, which highlights the role of communication in the production of comprehension by the subjects. The visual images favor the socialization of meanings and are active elements in the formation of social representations. Given the expressive role of the images in the formation of representational contents, this paper aims to present a semiotics analysis method for researches on social representations. The semiotic analysis of images was selected as a theoretical and methodological basis, for offering the means required for guidance for an effective research method to identify the social representations of socially shared iconic signs. The analysis method was explored by means of analytical procedures, employed for the apprehension of social representations of the feminine in posters for Brazilian Ministry of Health campaigns, which allowed access to the network of meanings associated with the analyzed visual image. It should be emphasized that the relevance of the use of semiotic analysis to analyze social representations, which presents itself as a fertile perspective for further studies expanding the possibilities of exploitation of visual content.

  20. Social representations: a theoretical approach in health

    Directory of Open Access Journals (Sweden)

    Isaiane Santos Bittencourt

    2011-03-01

    Full Text Available Objective: To present the theory of social representations, placing its epistemology and knowing the basic concepts of its approach as a structural unit of knowledge for health studies. Justification: The use of this theory comes from the need to understand social eventsunder the lens of the meanings constructed by the community. Data Synthesis: This was a descriptive study of literature review, which used as a source of data collection the classical authors of social representations supported by articles from electronic search at Virtual Health Library (VHL. The definition and discussion of collected data enabled to introduce two themes, versed on the history and epistemology of representations and on the structuralapproach of representations in health studies. Conclusion: This review allowed highlight the importance of locating the objects of study with regard to contextual issues of individual and collective histories, valuing the plurality of relations, to come closer to reality that is represented by the subjects.

  1. Efficient Type Representation in TAL

    Science.gov (United States)

    Chen, Juan

    2009-01-01

    Certifying compilers generate proofs for low-level code that guarantee safety properties of the code. Type information is an essential part of safety proofs. But the size of type information remains a concern for certifying compilers in practice. This paper demonstrates type representation techniques in a large-scale compiler that achieves both concise type information and efficient type checking. In our 200,000-line certifying compiler, the size of type information is about 36% of the size of pure code and data for our benchmarks, the best result to the best of our knowledge. The type checking time is about 2% of the compilation time.

  2. Concept theory and semiotics in knowledge organization

    DEFF Research Database (Denmark)

    Friedman, Alon; Thellefsen, Martin

    2011-01-01

    Purpose - The paper explores the basics of semiotic analysis and concept theory that represents two dominant approaches to knowledge representation, and explores how these approaches are fruitful for knowledge organization. Design/methodology/approach - In particular the semiotic theory formulate...

  3. Using Distributed Representations to Disambiguate Biomedical and Clinical Concepts

    OpenAIRE

    Tulkens, Stéphan; Šuster, Simon; Daelemans, Walter

    2016-01-01

    In this paper, we report a knowledge-based method for Word Sense Disambiguation in the domains of biomedical and clinical text. We combine word representations created on large corpora with a small number of definitions from the UMLS to create concept representations, which we then compare to representations of the context of ambiguous terms. Using no relational information, we obtain comparable performance to previous approaches on the MSH-WSD dataset, which is a well-known dataset in the bi...

  4. [Training and representation of dementia of workers in nursing homes].

    Science.gov (United States)

    Sanchez, Stéphane; Gallin, Aurélie; Stefanuto, Muriel; Treffel, Sylvie; Antoine, Marc; Denormandie, Philippe

    2016-01-01

    Training could be a lever for improving the quality of care of residents with dementia in nursing homes by changing social representations. Beyond a simple assessment of acquired knowledge, a change of social representations could be indicative of a true appropriation of the content of the training. A study was carried out to assess the impact of training on nursing home caregivers' representations of dementia and Alzheimer's disease.

  5. Analyzing and modeling heterogeneous behavior

    Science.gov (United States)

    Lin, Zhiting; Wu, Xiaoqing; He, Dongyue; Zhu, Qiang; Ni, Jixiang

    2016-05-01

    Recently, it was pointed out that the non-Poisson statistics with heavy tail existed in many scenarios of human behaviors. But most of these studies claimed that power-law characterized diverse aspects of human mobility patterns. In this paper, we suggest that human behavior may not be driven by identical mechanisms and can be modeled as a Semi-Markov Modulated Process. To verify our suggestion and model, we analyzed a total of 1,619,934 records of library visitations (including undergraduate and graduate students). It is found that the distribution of visitation intervals is well fitted with three sections of lines instead of the traditional power law distribution in log-log scale. The results confirm that some human behaviors cannot be simply expressed as power law or any other simple functions. At the same time, we divided the data into groups and extracted period bursty events. Through careful analysis in different groups, we drew a conclusion that aggregate behavior might be composed of heterogeneous behaviors, and even the behaviors of the same type tended to be different in different period. The aggregate behavior is supposed to be formed by "heterogeneous groups". We performed a series of experiments. Simulation results showed that we just needed to set up two states Semi-Markov Modulated Process to construct proper representation of heterogeneous behavior.

  6. Mobile Knowledge, Karma Points and Digital Peers: The Tacit Epistemology and Linguistic Representation of MOOCs / Savoir mobile, points de karma et pairs numériques : l’épistémologie tacite et la représentation linguistique des MOOC

    Directory of Open Access Journals (Sweden)

    Lisa Rafferty Portmess

    2013-02-01

    Full Text Available Media representations of massive open online courses (MOOCs such as those offered by Coursera, edX and Udacity reflect tension and ambiguity in their bold promise of democratized education and global knowledge sharing. An approach to MOOCs that emphasizes the tacit epistemology of such representations suggests a richer account of the ambiguities of MOOCs, the unsettled linguistic and visual representations that reflect the strange lifeworld of global online courses and the pressing need for promising innovation that seeks to serve the restless global desire for knowledge. This perspective piece critically appraises the linguistic laboratory of thought such representation reveals and its destabilized rhetoric of technology and educational practice. The mobile knowledge of MOOCs, detached from context and educational purpose and indifferent to cultural boundary distortions, contains both the promise of democratized education and the shadow of post-colonial knowledge export. Les représentations médiatiques des cours en ligne ouverts et massifs (MOOC en anglais comme ceux offerts par Coursera, edX et Udacity reflètent une tension et une ambiguïté occasionnées par leur audacieuse promesse de démocratisation de l’éducation et de partage global du savoir. Étudier les MOOC en accentuant l'épistémologie tacite de ces représentations mène à une explication plus riche des ambiguïtés inhérentes aux MOOC, de l’incertitude des représentations linguistiques et visuelles reflétant l’étrange monde vécu des cours en ligne à l’échelle globale et le besoin pressant d'innovation prometteuse visant à répondre au désir insatiable de connaissance à travers le monde. Le présent essai évalue de manière critique le laboratoire linguistique d’idées révélées par une telle représentation ainsi que son discours instable sur la technologie et sur les pratiques pédagogiques. Libéré de tout contexte et d’objectif pédagogique et

  7. Neural Representations of Physics Concepts.

    Science.gov (United States)

    Mason, Robert A; Just, Marcel Adam

    2016-06-01

    We used functional MRI (fMRI) to assess neural representations of physics concepts (momentum, energy, etc.) in juniors, seniors, and graduate students majoring in physics or engineering. Our goal was to identify the underlying neural dimensions of these representations. Using factor analysis to reduce the number of dimensions of activation, we obtained four physics-related factors that were mapped to sets of voxels. The four factors were interpretable as causal motion visualization, periodicity, algebraic form, and energy flow. The individual concepts were identifiable from their fMRI signatures with a mean rank accuracy of .75 using a machine-learning (multivoxel) classifier. Furthermore, there was commonality in participants' neural representation of physics; a classifier trained on data from all but one participant identified the concepts in the left-out participant (mean accuracy = .71 across all nine participant samples). The findings indicate that abstract scientific concepts acquired in an educational setting evoke activation patterns that are identifiable and common, indicating that science education builds abstract knowledge using inherent, repurposed brain systems.

  8. The spatial representation of market information

    NARCIS (Netherlands)

    DeSarbo, WS; Degeratu, AM; Wedel, M; Saxton, MK

    2001-01-01

    To be used effectively, market knowledge and information must be structured and represented in ways that are parsimonious and conducive to efficient managerial decision making. This manuscript proposes a new latent structure spatial model for the representation of market information that meets this

  9. An Ontology-Based Representation Architecture of Unstructured Information

    Institute of Scientific and Technical Information of China (English)

    GU Jin-guang; CHEN He-ping; CHEN Xin-meng

    2004-01-01

    Integrating with the respective advantages of XML Schema and Ontology, this paper puts forward a semantic information processing architecture-OBSA to solve the problem of heterogeneity of information sources and uncertainty of semantic.It introduces an F-Logic based semantic information presentation mechanism, presents a design of an ontology-based semantic representation language and a mapping algorithm converting Ontology to XML DTD/Schema, and an adapter framework for accessing distributed and heterogeneous information.

  10. Unpacking Exoplanet Detection Using Pedagogical Discipline Representations (PDRs)

    Science.gov (United States)

    Prather, Edward E.; Chambers, Timothy G.; Wallace, Colin Scott; Brissenden, Gina

    2017-01-01

    Successful educators know the importance of using multiple representations to teach the content of their disciplines. We have all seen the moments of epiphany that can be inspired when engaging with just the right representation of a difficult concept. The formal study of the cognitive impact of different representations on learners is now an active area of education research. The affordances of a particular representation are defined as the elements of disciplinary knowledge that students are able to access and reason about using that representation. Instructors with expert pedagogical content knowledge teach each topic using representations with complementary affordances, maximizing their students’ opportunity to develop fluency with all aspects of the topic. The work presented here examines how we have applied the theory of affordances to the development of pedagogical discipline representation (PDR) in an effort to provide access to, and help non-science-majors engage in expert-like reasoning about, general relativity as applied to detection of exoplanets. We define a pedagogical discipline representation (PDR) as a representation that has been uniquely tailored for the purpose of teaching a specific topic within a discipline. PDRs can be simplified versions of expert representations or can be highly contextualized with features that purposefully help unpack specific reasoning or concepts, and engage learners’ pre-existing mental models while promoting and enabling critical discourse. Examples of PDRs used for instruction and assessment will be provided along with preliminary results documenting the effectiveness of their use in the classroom.

  11. Extensions of tempered representations

    NARCIS (Netherlands)

    Opdam, E.; Solleveld, M.

    2013-01-01

    Let π, π′ be irreducible tempered representations of an affine Hecke algebra H with positive parameters. We compute the higher extension groups Ext nH(π,π′) explicitly in terms of the representations of analytic R-groups corresponding to π and π′. The result has immediate applications to the computa

  12. Multiple sparse representations classification

    NARCIS (Netherlands)

    E. Plenge (Esben); S.K. Klein (Stefan); W.J. Niessen (Wiro); E. Meijering (Erik)

    2015-01-01

    textabstractSparse representations classification (SRC) is a powerful technique for pixelwise classification of images and it is increasingly being used for a wide variety of image analysis tasks. The method uses sparse representation and learned redundant dictionaries to classify image pixels. In t

  13. Embedded Data Representations.

    Science.gov (United States)

    Willett, Wesley; Jansen, Yvonne; Dragicevic, Pierre

    2017-01-01

    We introduce embedded data representations, the use of visual and physical representations of data that are deeply integrated with the physical spaces, objects, and entities to which the data refers. Technologies like lightweight wireless displays, mixed reality hardware, and autonomous vehicles are making it increasingly easier to display data in-context. While researchers and artists have already begun to create embedded data representations, the benefits, trade-offs, and even the language necessary to describe and compare these approaches remain unexplored. In this paper, we formalize the notion of physical data referents - the real-world entities and spaces to which data corresponds - and examine the relationship between referents and the visual and physical representations of their data. We differentiate situated representations, which display data in proximity to data referents, and embedded representations, which display data so that it spatially coincides with data referents. Drawing on examples from visualization, ubiquitous computing, and art, we explore the role of spatial indirection, scale, and interaction for embedded representations. We also examine the tradeoffs between non-situated, situated, and embedded data displays, including both visualizations and physicalizations. Based on our observations, we identify a variety of design challenges for embedded data representation, and suggest opportunities for future research and applications.

  14. Representation and Reference

    NARCIS (Netherlands)

    Ankersmit, F.R.

    2010-01-01

    This essay focuses on the historical text as a whole. It does so by conceiving of the historical text as representation - in the way the we may say of a photo or a painting that it represents the person depicted on it. It is argued that representation cannot be properly understood by modelling it on

  15. Knowledge Transfer in Collaborative Knowledge Management: A Semiotic View

    Directory of Open Access Journals (Sweden)

    Norbert Jastroch

    2010-12-01

    Full Text Available Codification and transfer of knowledge is essential in the practice of knowledge management. Theoretical knowledge, like scientific theories and models, by nature comes in coded representation for the explicit purpose of transfer. Practical knowledge, as involved frequently in engineering or business operations, however, is a priori uncoded, making transfer for further use or the generation of new knowledge difficult. A great deal of systems engineering effort in recent years has been focused on resolving issues related to this sort of knowledge transfer. Semantic technologies play a major role in here, along with the development of ontologies. This paper presents a semiotic perspective on transfer of knowledge within collaborations.

  16. Group and representation theory

    CERN Document Server

    Vergados, J D

    2017-01-01

    This volume goes beyond the understanding of symmetries and exploits them in the study of the behavior of both classical and quantum physical systems. Thus it is important to study the symmetries described by continuous (Lie) groups of transformations. We then discuss how we get operators that form a Lie algebra. Of particular interest to physics is the representation of the elements of the algebra and the group in terms of matrices and, in particular, the irreducible representations. These representations can be identified with physical observables. This leads to the study of the classical Lie algebras, associated with unitary, unimodular, orthogonal and symplectic transformations. We also discuss some special algebras in some detail. The discussion proceeds along the lines of the Cartan-Weyl theory via the root vectors and root diagrams and, in particular, the Dynkin representation of the roots. Thus the representations are expressed in terms of weights, which are generated by the application of the elemen...

  17. Embedded data representations

    DEFF Research Database (Denmark)

    Willett, Wesley; Jansen, Yvonne; Dragicevic, Pierre

    2017-01-01

    We introduce embedded data representations, the use of visual and physical representations of data that are deeply integrated with the physical spaces, objects, and entities to which the data refers. Technologies like lightweight wireless displays, mixed reality hardware, and autonomous vehicles...... are making it increasingly easier to display data in-context. While researchers and artists have already begun to create embedded data representations, the benefits, trade-offs, and even the language necessary to describe and compare these approaches remain unexplored. In this paper, we formalize the notion...... of physical data referents – the real-world entities and spaces to which data corresponds – and examine the relationship between referents and the visual and physical representations of their data. We differentiate situated representations, which display data in proximity to data referents, and embedded...

  18. The adolescent towards knowledge

    OpenAIRE

    Compagnucci, Elsa Rosa; Cardós, Paula Daniela; Denegri, Adriana; Barboza, Cecilia

    2002-01-01

    The following article deals with knowledge, relationships, representations and values that pupils together with teachers perform daily at school. It includes our research project called “Adolescence and School” which has been implemented since 1995 in our Institution, subject called “Psychological Foundation on education”. Throughout its development, we have tried to get to know about in what positions teachers and students are towards knowledge. Our purpose is to make a critic- ref...

  19. The adolescent towards knowledge

    OpenAIRE

    Compagnucci, Elsa Rosa; Cardós, Paula Daniela

    2003-01-01

    The following article deals with knowledge, relationships, representations and values that pupils together with teachers perform daily at school. It includes our research project called "Adolescence and School" which has been implemented since 1995 in our Institution, subject called "Psychological Foundation on education". Throughout its development, we have tried to get to know about in what positions teachers and students are towards knowledge. Our purpose is to make a critic- reflexive per...

  20. Representation and management of narrative information theoretical principles and implementation

    CERN Document Server

    Zarri, Gian Piero

    2009-01-01

    Written from a multidisciplinary perspective, this book supplies an exhaustive description of NKRL and of the associated knowledge representation principles. It also constitutes an invaluable source of reference for practitioners, researchers and graduates.

  1. Social representation of the kinesiotherapist profession

    Directory of Open Access Journals (Sweden)

    Beatrice ABALAŞE

    2017-03-01

    Full Text Available The scientific approach is focused on identifying the social representation of the profession of physical therapist referring to mental images of social reality to a group consensus meeting. The goal of research identifies social representation of the profession of physical therapist, on the premise that students of the Faculty of Physical Education and Sport have made a social representation of the profession of physical therapist in accordance with the description of the occupation of COR. Working method was based on the questionnaire. Interpretation of results, the first two items of the questionnaire was done through word association technique, developed by P. Verges (1 and an alternative method for determining the structure and organization of elements representation proposed by. C. Havârneanu (2. Qualitative analysis reveals that students’ specialization Physical Therapy and Special Motricity believes that a therapist uses therapy as a strategy to work, and it must be applied professionally. Respondents considered, as shown in the data collected, that this profession is subject to skills, education, cognitive baggage, all sending to knowledge, experience and passion. The core refers to the complex representation obtained thanks cognitive process by which individuals or groups in familiar transforms abstract and it integrates knowledge of their system.

  2. Body representation in patients after vascular brain injuries.

    Science.gov (United States)

    Razmus, Magdalena

    2017-08-29

    Neuropsychological literature suggests that body representation is a multidimensional concept consisting of various types of representations. Previous studies have demonstrated dissociations between three types of body representation specified by the kind of data and processes, i.e. body schema, body structural description, and body semantics. The aim of the study was to describe the state of body representation in patients after vascular brain injuries and to provide evidence for the different types of body representation. The question about correlations between body representation deficits and neuropsychological dysfunctions was also investigated. Fifty patients after strokes and 50 control individuals participated in the study. They were examined with tasks referring to dynamic representation of body parts positions, topological body map, and lexical and semantic knowledge about the body. Data analysis showed that vascular brain injuries result in deficits of body representation, which may co-occur with cognitive dysfunctions, but the latter are a possible risk factor for body representation deficits rather than sufficient or imperative requisites for them. The study suggests that types of body representation may be separated on the basis not only of their content, but also of their relation with self. Principal component analysis revealed three factors, which explained over 66% of results variance. The factors, which may be interpreted as types or dimensions of mental model of a body, represent different degrees of connection with self. The results indicate another possibility of body representation types classification, which should be verified in future research.

  3. Representation and Re-Presentation in Litigation Science

    Science.gov (United States)

    Jasanoff, Sheila

    2008-01-01

    Federal appellate courts have devised several criteria to help judges distinguish between reliable and unreliable scientific evidence. The best known are the U.S. Supreme Court’s criteria offered in 1993 in Daubert v. Merrell Dow Pharmaceuticals, Inc. This article focuses on another criterion, offered by the Ninth Circuit Court of Appeals, that instructs judges to assign lower credibility to “litigation science” than to science generated before litigation. In this article I argue that the criterion-based approach to judicial screening of scientific evidence is deeply flawed. That approach buys into the faulty premise that there are external criteria, lying outside the legal process, by which judges can distinguish between good and bad science. It erroneously assumes that judges can ascertain the appropriate criteria and objectively apply them to challenged evidence before litigation unfolds, and before methodological disputes are sorted out during that process. Judicial screening does not take into account the dynamics of litigation itself, including gaming by the parties and framing by judges, as constitutive factors in the production and representation of knowledge. What is admitted through judicial screening, in other words, is not precisely what a jury would see anyway. Courts are sites of repeated re-representations of scientific knowledge. In sum, the screening approach fails to take account of the wealth of existing scholarship on the production and validation of scientific facts. An unreflective application of that approach thus puts courts at risk of relying upon a “junk science” of the nature of scientific knowledge. PMID:18197311

  4. Sanctioning Knowledge

    Directory of Open Access Journals (Sweden)

    Brentjes, Sonja

    2014-06-01

    Full Text Available In this paper, I discuss stories about rulers and princes of three dynasties - Abbasid, Norman and Timurid – and their narrative representation as prime knowers of the mathematical sciences, geography and history. I argue that they constitute one set of positive forms of sanctioning or contesting knowledge in those societies by prescribing hierarchies of knowledge forms and hierarchies of people and institutions that decide about the veracity of knowledge. I suggest that these stories share their origin and meaning in an environment of legitimizing propaganda for the various rulers and princes. I also claim that the value and position of scientific knowledge in these stories differ, starting from what apparently were personal interests of a ruler and leading to its integration into what was considered necessary for the education of a prince and the cultured behaviour of a ruler. Hence, these stories about knowledge and rulers present images of knowledge that delineate the status of scholars in those three societies and thus define possibilities and set boundaries for learning and practicing scholarly fields.En este artículo se estudian historias sobre gobernantes y príncipes de tres dinastías - ‛abbāsí, normanda y timurí – y su representación narrativa como conocedores de las ciencias matemáticas, la geografía y la historia. Se argumenta que constituyen un conjunto de formas positivas de aprobar o impugnar el conocimiento en esas sociedades, prescribiendo jerarquías de formas de conocimiento y jerarquías de gentes e instituciones que deciden acerca de la veracidad del conocimiento. Se sugiere que esas historias comparten su origen y significado en un contexto de propaganda legitimadora para varios gobernantes y príncipes. También se afirma que el valor y la posición del conocimiento científico en esas historias difieren, empezando por lo que en apariencia eran los intereses personales de un gobernante hasta su integraci

  5. Concept theory and semiotics in knowledge organization

    DEFF Research Database (Denmark)

    Friedman, Alon; Thellefsen, Martin

    2011-01-01

    Purpose - The paper explores the basics of semiotic analysis and concept theory that represents two dominant approaches to knowledge representation, and explores how these approaches are fruitful for knowledge organization. Design/methodology/approach - In particular the semiotic theory formulated...... of signs and Dahlberg’s model is thought from the perspective and demand of better KOS development. We find that Dahlberg’s concept model provides us with a detailed method for analyzing and representing concepts in a KOS, where semiotics provides the philosophical context for representation. Originality....../value - This paper is the first paper that combines theories of knowledge representation, semiotic and concept theory, within the context of knowledge organization....

  6. Transferring Knowledge: A Parallel between Teaching Chemical Engineering and Developing Expert Systems.

    Science.gov (United States)

    Roberge, P. R.

    1990-01-01

    Discussed are expert systems development and teaching, the representation and processing of knowledge, knowledge representation in chemical engineering, and expert systems in chemical engineering. The seven phases of expert system development are illustrated. (CW)

  7. Lexical is as lexical does: computational approaches to lexical representation

    Science.gov (United States)

    Woollams, Anna M.

    2015-01-01

    In much of neuroimaging and neuropsychology, regions of the brain have been associated with ‘lexical representation’, with little consideration as to what this cognitive construct actually denotes. Within current computational models of word recognition, there are a number of different approaches to the representation of lexical knowledge. Structural lexical representations, found in original theories of word recognition, have been instantiated in modern localist models. However, such a representational scheme lacks neural plausibility in terms of economy and flexibility. Connectionist models have therefore adopted distributed representations of form and meaning. Semantic representations in connectionist models necessarily encode lexical knowledge. Yet when equipped with recurrent connections, connectionist models can also develop attractors for familiar forms that function as lexical representations. Current behavioural, neuropsychological and neuroimaging evidence shows a clear role for semantic information, but also suggests some modality- and task-specific lexical representations. A variety of connectionist architectures could implement these distributed functional representations, and further experimental and simulation work is required to discriminate between these alternatives. Future conceptualisations of lexical representations will therefore emerge from a synergy between modelling and neuroscience. PMID:25893204

  8. A Framework of Semantic Information Representation in Distributed Environments

    Institute of Scientific and Technical Information of China (English)

    2006-01-01

    An information representation framework is designed to overcome the problem of semantic heterogeneity in distributed environments in this paper. Emphasis is placed on establishing an XML-oriented semantic data model and the mapping between XML data based on a global ontology semantic view. The framework is implemented in Web Service, which enhances information process efficiency, accuracy and the semantic interoperability as well.

  9. Hyperfinite Representation of Distributions

    Indian Academy of Sciences (India)

    J Sousa Pinto; R F Hoskins

    2000-11-01

    Hyperfinite representation of distributions is studied following the method introduced by Kinoshita [2, 3], although we use a different approach much in the vein of [4]. Products and Fourier transforms of representatives of distributions are also analysed.

  10. Income, Ideology, and Representation

    Directory of Open Access Journals (Sweden)

    Chris Tausanovitch

    2016-11-01

    Full Text Available Do legislators represent the rich better than they represent the poor? Recent work provides mixed support for this proposition. I test the hypothesis of differential representation using a data set on the political preferences of 318,537 individuals. Evidence of differential representation in the House of Representatives is weak. Support for differential representation is stronger in the Senate. In recent years, representation has occurred primarily through the selection of a legislator from the appropriate party. Although the preferences of higher-income constituents account for more of the variation in legislator voting behavior, higher-income constituents also account for much more of the variation in district preferences. In light of the low level of overall responsiveness, differential responsiveness appears small.

  11. Ordering ambiguity versus representation

    Energy Technology Data Exchange (ETDEWEB)

    Souza de Dutra, A [Abdus Salam ICTP, Strada Costiera 11, 34014 Trieste (Italy); UNESP-Campus de Guaratingueta-DFQ , Av. Dr. Ariberto Pereira da Cunha, 333, C.P. 205, 12516-410 Guaratingueta SP (Brazil)

    2006-01-06

    In this work we show that the ordering ambiguity on quantization depends on the representation choice. This property is then used to solve unambiguously some particular systems. Finally, we speculate on the consequences for more involved cases.

  12. MORPHOLOGICAL REPRESENTATION AND SEMANTIC ...

    African Journals Online (AJOL)

    The morphological representation assigned to a complex word must provide the formal structure .... This brings us to the cases where, on Williams's (1981a:258) analysis, the compositional notion ...... Die en moda Ii tei t . Kaaps tad: Ba 1 kema.

  13. Function, anticipation, representation

    Science.gov (United States)

    Bickhard, Mark. H.

    2001-06-01

    Function emerges in certain kinds of far-from-equilibrium systems. One important kind of function is that of interactive anticipation, an adaptedness to temporal complexity. Interactive anticipation is the locus of the emergence of normative representational content, and, thus, of representation in general: interactive anticipation is the naturalistic core of the evolution of cognition. Higher forms of such anticipation are involved in the subsequent macro-evolutionary sequence of learning, emotions, and reflexive consciousness.

  14. Context Representation and Fusion: Advancements and Opportunities

    Directory of Open Access Journals (Sweden)

    Asad Masood Khattak

    2014-05-01

    Full Text Available The acceptance and usability of context-aware systems have given them the edge of wide use in various domains and has also attracted the attention of researchers in the area of context-aware computing. Making user context information available to such systems is the center of attention. However, there is very little emphasis given to the process of context representation and context fusion which are integral parts of context-aware systems. Context representation and fusion facilitate in recognizing the dependency/relationship of one data source on another to extract a better understanding of user context. The problem is more critical when data is emerging from heterogeneous sources of diverse nature like sensors, user profiles, and social interactions and also at different timestamps. Both the processes of context representation and fusion are followed in one way or another; however, they are not discussed explicitly for the realization of context-aware systems. In other words most of the context-aware systems underestimate the importance context representation and fusion. This research has explicitly focused on the importance of both the processes of context representation and fusion and has streamlined their existence in the overall architecture of context-aware systems’ design and development. Various applications of context representation and fusion in context-aware systems are also highlighted in this research. A detailed review on both the processes is provided in this research with their applications. Future research directions (challenges are also highlighted which needs proper attention for the purpose of achieving the goal of realizing context-aware systems.

  15. Context Representation and Fusion: Advancements and Opportunities

    Science.gov (United States)

    Khattak, Asad Masood; Akbar, Noman; Aazam, Mohammad; Ali, Taqdir; Khan, Adil Mehmood; Jeon, Seokhee; Hwang, Myunggwon; Lee, Sungyoung

    2014-01-01

    The acceptance and usability of context-aware systems have given them the edge of wide use in various domains and has also attracted the attention of researchers in the area of context-aware computing. Making user context information available to such systems is the center of attention. However, there is very little emphasis given to the process of context representation and context fusion which are integral parts of context-aware systems. Context representation and fusion facilitate in recognizing the dependency/relationship of one data source on another to extract a better understanding of user context. The problem is more critical when data is emerging from heterogeneous sources of diverse nature like sensors, user profiles, and social interactions and also at different timestamps. Both the processes of context representation and fusion are followed in one way or another; however, they are not discussed explicitly for the realization of context-aware systems. In other words most of the context-aware systems underestimate the importance context representation and fusion. This research has explicitly focused on the importance of both the processes of context representation and fusion and has streamlined their existence in the overall architecture of context-aware systems’ design and development. Various applications of context representation and fusion in context-aware systems are also highlighted in this research. A detailed review on both the processes is provided in this research with their applications. Future research directions (challenges) are also highlighted which needs proper attention for the purpose of achieving the goal of realizing context-aware systems. PMID:24887042

  16. 基于本体的建设项目管理企业知识表示研究%The research of knowledge representation based on ontology in construction project management enterprise

    Institute of Scientific and Technical Information of China (English)

    杨敏; 邓晓红; 刘京明

    2012-01-01

    First of all, this paper analyzes the present situation of having rich information resources in construction project management enterprise. In the same time, some knowledge and experience is difficult to save. Then, the basic framework of the knowledge is provided in construction project management enterprise. The knowledge is divided into two parts, one is named knowledge space, and another is information space. Finally, this paper uses Protege to construct the ontology model of knowledge space of construction project management enterprise.%首先分析了现有建设项目管理企业知识信息资源日益庞大的趋势及有些知识和经验难以保存的问题,提出建设项目管理企业知识的基本架构,将建设项目管理企业知识中的知识库划分为建设项目管理企业知识空间和建设项目管理企业信息空间,并利用Protégé构造了建设项目管理企业知识空间的本体模型。

  17. Cognitive Dissonance as an Instructional Tool for Understanding Chemical Representations

    Science.gov (United States)

    Corradi, David; Clarebout, Geraldine; Elen, Jan

    2015-10-01

    Previous research on multiple external representations (MER) indicates that sequencing representations (compared with presenting them as a whole) can, in some cases, increase conceptual understanding if there is interference between internal and external representations. We tested this mechanism by sequencing different combinations of scientific and abstract chemical representations and presenting them to 133 learners with low prior knowledge of the represented domain. The results provide insight into three separate mechanisms of learning with MER. (1) A memory (number of ideas reproduced) and (2) an accuracy (correctness of these ideas) effects occur when two representations are presented in a sequence. An accuracy and a (3) redundancy (number of redundant ideas remembered) effects occur when three representations are presented in a sequence. A necessary precondition for these effects is that descriptive formats are placed before depictive formats. The identified effects are analyzed in terms of the concept of cognitive dissonance.

  18. Adopting Context Mediation in Information Integration to Resolve Semantic Heterogeneity in Distributed Environment

    Institute of Scientific and Technical Information of China (English)

    ZHOU Jian-fang; XU Hai-yin; LU Zheng-ding

    2008-01-01

    Ontology-based semantic information integration resolve the schema-level heterogeneity and part of data level heterogeneity between distributed data sources. But it is ubiquitous that schema semantics of information is identical while the interpretation of it varies with different context, and ontology-based semantic information integration can not resolve this context heterogeneity. By introducing context representation and context mediation to ontology based information integration, the attribute-level context heterogeneity can be detected and reconciled automatically, and hence a complete solution for semantic heterogeneity is formed. Through a concrete example, the context representation and the process in which the attribute-level context heterogeneity is reconciled during query processing are presented. This resolution can make up the deficiency of schema mapping based semantic information integration. With the architecture proposed in this paper the semantic heterogeneity solution is adaptive and extensive.

  19. Knowledge Heterogeneity and Team Creativity-The Moderating Roles of Creative Efficacy and Psychological Safety%知识异质性与团队创造力--创意效能感与心理安全感的调节作用

    Institute of Scientific and Technical Information of China (English)

    武朝艳; 王端旭; 洪雁

    2014-01-01

    文章基于信息多样化观点和社会认同理论对知识异质性影响团队创造力的不同解释,探讨了两种互补的团队共同信念--创意效能感和心理安全感对两者关系的调节作用。研究采用问卷调查方式,以194名企业员工为研究对象,采用层级回归的数据分析方法。结果发现:团队创意效能感调节知识异质性与团队创造力之间的关系;团队心理安全感也调节知识异质性与团队创造力之间的关系。%Based on different interpretations of the impact of knowledge heterogeneity on team creativity from both diversified in-formation viewpoint and social identity theory,the paper examines the moderating roles of team creative efficacy and team psy-chological safety, which are the two complementary team shared belief, on the relationship between knowledge heterogeneity and team creativity. The research applies the investigation method of questionnaire,collects data from 194 employees and uses the hierarchical regression data analysis method. The results show that both team creative efficacy and team psychological safety moderate the relationship between knowledge heterogeneity and team creativity.

  20. Teenage queerness: negotiating heteronormativity in the representation of gay teenagers in Glee

    OpenAIRE

    Dhaenens, Frederik

    2013-01-01

    Despite a significant increase in gay representation in contemporary television fiction, many media scholars argue that the representation of gay men and women is governed by heteronormativity. They postulate that even rounded and heterogeneous representations of gay men and women are characters that desireto participate in institutions, practices, norms, and values that consolidate the heterosexual matrix. Yet, within a cultural studies tradition, television is considered an ambiguous medium...

  1. Making Connections: Elementary Teachers' Construction of Division Word Problems and Representations

    Science.gov (United States)

    Timmerman, Maria A.

    2014-01-01

    If teachers make few connections among multiple representations of division, supporting students in using representations to develop operation sense demanded by national standards will not occur. Studies have investigated how prospective and practicing teachers use representations to develop knowledge of fraction division. However, few studies…

  2. A course in finite group representation theory

    CERN Document Server

    Webb, Peter

    2016-01-01

    This graduate-level text provides a thorough grounding in the representation theory of finite groups over fields and rings. The book provides a balanced and comprehensive account of the subject, detailing the methods needed to analyze representations that arise in many areas of mathematics. Key topics include the construction and use of character tables, the role of induction and restriction, projective and simple modules for group algebras, indecomposable representations, Brauer characters, and block theory. This classroom-tested text provides motivation through a large number of worked examples, with exercises at the end of each chapter that test the reader's knowledge, provide further examples and practice, and include results not proven in the text. Prerequisites include a graduate course in abstract algebra, and familiarity with the properties of groups, rings, field extensions, and linear algebra.

  3. Materials Driven Architectural Design and Representation

    DEFF Research Database (Denmark)

    Kruse Aagaard, Anders

    2015-01-01

    This paper aims to outline a framework for a deeper connection between experimentally obtained material knowledge and architectural design. While materials and architecture in the process of realisation are tightly connected, architectural design and representation are often distanced from...... another role in relation to architectural production. It is, in this paper, the intention to point at material research as an active initiator in explorative approaches to architectural design methods and architectural representation. This paper will point at the inclusion of tangible and experimental...... material research in the early phases of architectural design and to that of the architectural set of tools and representation. The paper will through use of existing research and the author’s own material research and practice suggest a way of using a combination of digital drawing, digital fabrication...

  4. Representation model for injection mould-repair knowledge based on domain ontology%注射模改模知识应用本体的建模方法

    Institute of Scientific and Technical Information of China (English)

    申凯伦; 毛宁; 陈庆新

    2011-01-01

    The characteristic of injection mould-repair knowledge and a method of representing knowledge by ontology were analyzed, and a new mode for constructing application ontology was proposed. Discussion was emphasized on four modeling methods, including clone, combination, transmission, new built, etc. Finally, Protege software was used to establish an application ontology of injection mould-repair knowledge which was then converted to Web OWL language. The method has been practically proved good in representing injection mould-repair knowledge.%分析了注射模改模知识的特点和本体表示知识的方法,提出了构建应用本体的新模式,重点讨论了构造应用本体的克隆、合并、遗传,新建等4种建模方法,利用Protege软件建立了注射模改模知识应用本体,并转换为Web OWL语言.实践证明该方法能够较好地表示注射模改模知识.

  5. Representation Elements of Spatial Thinking

    Science.gov (United States)

    Fiantika, F. R.

    2017-04-01

    This paper aims to add a reference in revealing spatial thinking. There several definitions of spatial thinking but it is not easy to defining it. We can start to discuss the concept, its basic a forming representation. Initially, the five sense catch the natural phenomenon and forward it to memory for processing. Abstraction plays a role in processing information into a concept. There are two types of representation, namely internal representation and external representation. The internal representation is also known as mental representation; this representation is in the human mind. The external representation may include images, auditory and kinesthetic which can be used to describe, explain and communicate the structure, operation, the function of the object as well as relationships. There are two main elements, representations properties and object relationships. These elements play a role in forming a representation.

  6. Representation, interaction, and intersubjectivity.

    Science.gov (United States)

    Alterman, Richard

    2007-09-10

    What the participants share, their common "sense" of the world, creates a foundation, a framing, an orientation that enables human actors to see and act in coordination with one another. For recurrent activities, the methods the participants use to understand each other as they act change, making the intersubjective space in which actors operate richer and easier to produce. This article works through some of the issues that emerge from a close examination of intersubjectivity as it is managed through representation and interaction. The data that are presented document, in detail, a sequence of related interactions, within and across episodes of cooperation, where continuity and change can be observed. The emergence of conversational structure and coordinating representations are significant milestones in the long-term development of a representational practice that support the runtime co-construction of intersubjective space. Conversational structures emerge interactively to mediate recurrent points of coordination in the domain activity, and only secondarily the conversation itself. Coordinating representations change the representational practice of the participants by making it easier to manage their "shared view" of the collective work, enabling the participants to make progress, expand the field of the common activity, while exhibiting more control of if and when explicit grounding occurs.

  7. [Pneumonia and its social representations].

    Science.gov (United States)

    Hamui-Sutton, Alicia; Nellen-Hummel, Haiko; Fernández-Ortega, Miguel Angel; Halabe-Cherem, José

    2009-01-01

    To correlate the sociostructural variables with the knowledge about pneumonia and to explore the social representations about the etiology, prevention, development and treatment in poor communities. A survey in 848 adults from seven Rural Health Centers affiliated to IMSS-Oportunidades Program in four States, was carried out. One-third of the sample did not understand the term pneumonia; 35 % of the patients with risk factors did not know its etiology; 43 % did not know about associated complications but 85 % considered that it causes death. The use of antibiotics was recognized as a therapeutic measure by 78 % and 20 % did not know how to prevent pneumonia. The findings showed a positive attitude to immunization but inadequate information about respiratory diseases. In neighborhoods with insufficient public services (purified water, electricity and paved roads) the ignorance about pneumonia tended to increase.

  8. Social representations about science among students

    Directory of Open Access Journals (Sweden)

    Špela Šoštarič

    2003-09-01

    Full Text Available The article presents the results of a comparative study on social representations about science among students of social and natural sciences. My interest was focused mainly on the scientific metaparadigms we can find behind these representations, especially positivism and constructivism. The basic epistemological difference between the two is in accepting or rejecting the possibility of acquiring objective knowledge about reality. In the first part of the research I used my own questionnaire about social representations about science and scientific knowledge. In the second part the interviews were performed with students who had obtained extreme scores on the questionnaire – in any of the two directions. The results of the questionnaire indicated that the students of natural sciences hold more positivistic representations and the students of social sciences more constructivistic ones. In the interviews these differences disappeared. Surprising resemblances were evident especially at the ontological and epistemological levels. I try to examine these results from the viewpoint of Tajfel's social identity theory and Bečaj's understanding of the structural model of the enviroment.

  9. Representation Discovery using Harmonic Analysis

    CERN Document Server

    Mahadevan, Sridhar

    2008-01-01

    Representations are at the heart of artificial intelligence (AI). This book is devoted to the problem of representation discovery: how can an intelligent system construct representations from its experience? Representation discovery re-parameterizes the state space - prior to the application of information retrieval, machine learning, or optimization techniques - facilitating later inference processes by constructing new task-specific bases adapted to the state space geometry. This book presents a general approach to representation discovery using the framework of harmonic analysis, in particu

  10. Knowledge management

    OpenAIRE

    Jarošová, Milena

    2008-01-01

    Theoretical part: Basic terms of knowledge management, knowledge worker, knowledge creation and conversion process, prerequisites and benefits of knowledge management. Knowledge management and it's connection to organizational culture and structure, result measurements of knowledge management, learning organization and it's connection to knowledge management. Tacit knowledge management tools -- stories -- types, how to create, practical use, communities, coaching. Value Based Organization. Pr...

  11. Towards Multimodal Content Representation

    CERN Document Server

    Bunt, Harry

    2009-01-01

    Multimodal interfaces, combining the use of speech, graphics, gestures, and facial expressions in input and output, promise to provide new possibilities to deal with information in more effective and efficient ways, supporting for instance: - the understanding of possibly imprecise, partial or ambiguous multimodal input; - the generation of coordinated, cohesive, and coherent multimodal presentations; - the management of multimodal interaction (e.g., task completion, adapting the interface, error prevention) by representing and exploiting models of the user, the domain, the task, the interactive context, and the media (e.g. text, audio, video). The present document is intended to support the discussion on multimodal content representation, its possible objectives and basic constraints, and how the definition of a generic representation framework for multimodal content representation may be approached. It takes into account the results of the Dagstuhl workshop, in particular those of the informal working group...

  12. Post-representational cartography

    Directory of Open Access Journals (Sweden)

    Rob Kitchin

    2010-03-01

    Full Text Available Over the past decade there has been a move amongst critical cartographers to rethink maps from a post-representational perspective – that is, a vantage point that does not privilege representational modes of thinking (wherein maps are assumed to be mirrors of the world and automatically presumes the ontological security of a map as a map, but rather rethinks and destabilises such notions. This new theorisation extends beyond the earlier critiques of Brian Harley (1989 that argued maps were social constructions. For Harley a map still conveyed the truth of a landscape, albeit its message was bound within the ideological frame of its creator. He thus advocated a strategy of identifying the politics of representation within maps in order to circumnavigate them (to reveal the truth lurking underneath, with the ontology of cartographic practice remaining unquestioned.

  13. Learning network representations

    Science.gov (United States)

    Moyano, Luis G.

    2017-02-01

    In this review I present several representation learning methods, and discuss the latest advancements with emphasis in applications to network science. Representation learning is a set of techniques that has the goal of efficiently mapping data structures into convenient latent spaces. Either for dimensionality reduction or for gaining semantic content, this type of feature embeddings has demonstrated to be useful, for example, for node classification or link prediction tasks, among many other relevant applications to networks. I provide a description of the state-of-the-art of network representation learning as well as a detailed account of the connections with other fields of study such as continuous word embeddings and deep learning architectures. Finally, I provide a broad view of several applications of these techniques to networks in various domains.

  14. SUBJECTIVITY: SOCIAL REPRESENTATION OF THE FAMILY

    Directory of Open Access Journals (Sweden)

    Lourdete Rejane Ferro Zago

    2013-09-01

    Full Text Available The family, first family group of human beings, is the collective dimension of human existence and becomes responsible for the formation of the first social identity, as well as the constitution of subjectivity. Subjectivity is the inner world of each and every human being. This inner world is made up of emotions, feelings and thoughts. It is through this inner world that the individual relates to the social world, appointed by the outside world. This relationship follows the individual characteristics that mark the individual as unique, originated in shaping the individual, when they built the knowledge and beliefs. social representation as a form of knowledge, socially elaborated, shared with a practical purpose, contributing to the construction of a common reality to a social group. Is thus built up the social representation of the family.

  15. Magnetohydrodynamics on Heterogeneous architectures: a performance comparison

    CERN Document Server

    Pang, Bijia; Perrone, Michael

    2010-01-01

    We present magneto-hydrodynamic simulation results for heterogeneous systems. Heterogeneous architectures combine high floating point performance many-core units hosted in conventional server nodes. Examples include Graphics Processing Units (GPU's) and Cell. They have potentially large gains in performance, at modest power and monetary cost. We implemented a magneto-hydrodynamic (MHD) simulation code on a variety of heterogeneous and multi-core architectures --- multi-core x86, Cell, Nvidia and ATI GPU --- in different languages, FORTRAN, C, Cell, CUDA and OpenCL. We present initial performance results for these systems. To our knowledge, this is the widest comparison of heterogeneous systems for MHD simulations. We review the different challenges faced in each architecture, and potential bottlenecks. We conclude that substantial gains in performance over traditional systems are possible, and in particular that is possible to extract a greater percentage of peak theoretical performance from some systems when...

  16. Mobilities and Representations

    DEFF Research Database (Denmark)

    Thelle, Mikkel

    2016-01-01

    , literature, and film. Moreover, we hope the authors of future reviews will reflect on the ways they approached those representations. Such commentaries would provide valuable methodological insights, and we hope to begin that effort with this interview. We have asked four prominent mobility scholars...... to consider how they and their peers are currently confronting representations of mobility. This is particularly timely given the growing academic focus on practices, material mediation, and nonrepresentational theories, as well as on bodily reactions, emotions, and feelings that, according to those theories...

  17. Additive and polynomial representations

    CERN Document Server

    Krantz, David H; Suppes, Patrick

    1971-01-01

    Additive and Polynomial Representations deals with major representation theorems in which the qualitative structure is reflected as some polynomial function of one or more numerical functions defined on the basic entities. Examples are additive expressions of a single measure (such as the probability of disjoint events being the sum of their probabilities), and additive expressions of two measures (such as the logarithm of momentum being the sum of log mass and log velocity terms). The book describes the three basic procedures of fundamental measurement as the mathematical pivot, as the utiliz

  18. Geometry of Knowledge for Intelligent Systems

    CERN Document Server

    Resconi, Germano

    2013-01-01

    The book is on the geometry of agent knowledge. The important concept studied in this book is the Field and its Geometric Representation. To develop a geometric image of the gravity , Einstein used Tensor Calculus but this is very different from the knowledge instruments used now, as for instance techniques of data mining , neural networks , formal concept analysis ,quantum computer and other topics. The aim of this book is to rebuild the tensor calculus in order to give a geometric representation of agent knowledge. By using a new geometry of knowledge we can unify all the topics that have been studied in recent years to create a bridge between the geometric representation of the physical phenomena and the geometric representation of the individual and subjective knowledge of the agents.

  19. Why Use Multiple Representations in the Mathematics Classroom? Views of English and German Preservice Teachers

    Science.gov (United States)

    Dreher, Anika; Kuntze, Sebastian; Lerman, Stephen

    2016-01-01

    Dealing with multiple representations and their connections plays a key role for learners to build up conceptual knowledge in the mathematics classroom. Hence, professional knowledge and views of mathematics teachers regarding the use of multiple representations certainly merit attention. In particular, investigating such views of preservice…

  20. An architecture for biological information extraction and representation.

    Science.gov (United States)

    Vailaya, Aditya; Bluvas, Peter; Kincaid, Robert; Kuchinsky, Allan; Creech, Michael; Adler, Annette

    2005-02-15

    Technological advances in biomedical research are generating a plethora of heterogeneous data at a high rate. There is a critical need for extraction, integration and management tools for information discovery and synthesis from these heterogeneous data. In this paper, we present a general architecture, called ALFA, for information extraction and representation from diverse biological data. The ALFA architecture consists of: (i) a networked, hierarchical, hyper-graph object model for representing information from heterogeneous data sources in a standardized, structured format; and (ii) a suite of integrated, interactive software tools for information extraction and representation from diverse biological data sources. As part of our research efforts to explore this space, we have currently prototyped the ALFA object model and a set of interactive software tools for searching, filtering, and extracting information from scientific text. In particular, we describe BioFerret, a meta-search tool for searching and filtering relevant information from the web, and ALFA Text Viewer, an interactive tool for user-guided extraction, disambiguation, and representation of information from scientific text. We further demonstrate the potential of our tools in integrating the extracted information with experimental data and diagrammatic biological models via the common underlying ALFA representation. aditya_vailaya@agilent.com.

  1. Moment graphs and representations

    DEFF Research Database (Denmark)

    Jantzen, Jens Carsten

    2012-01-01

    Moment graphs and sheaves on moment graphs are basically combinatorial objects that have be used to describe equivariant intersectiion cohomology. In these lectures we are going to show that they can be used to provide a direct link from this cohomology to the representation theory of simple Lie...

  2. Compact Information Representations

    Science.gov (United States)

    2016-08-02

    network traffic, information retrieval, and databases are faced with very large, inherently high-dimensional, or naturally streaming datasets. This...proposal aims at developing mathematically rigorous and general- purpose statistical methods based on stable random projections, to achieve compact...detections (e.g., DDoS attacks), machine learning, databases , and search. Fundamentally, compact data representations are highly beneficial because they

  3. Representation and human reasoning

    NARCIS (Netherlands)

    ter Meulen, Alice G.B.

    2003-01-01

    Interpretation and reasoning are two sides of sharing information. Representations of the context and common ground must capture the rich content of what has been said, by linking to situations in the world as well as to what has been said before, common sense and to the presuppositions and entailme

  4. Moment graphs and representations

    DEFF Research Database (Denmark)

    Jantzen, Jens Carsten

    2012-01-01

    Moment graphs and sheaves on moment graphs are basically combinatorial objects that have be used to describe equivariant intersectiion cohomology. In these lectures we are going to show that they can be used to provide a direct link from this cohomology to the representation theory of simple Lie...... algebras and of simple algebraic groups. The first section contains some background on equivariant cohomology....

  5. Representation of the Divine

    DEFF Research Database (Denmark)

    Loddegaard, Anne

    2009-01-01

    out of place in a novel belonging to the serious combat literature of the Catholic Revival, and the direct representation of the supernatural is also surprising because previous Catholic Revival novelists, such as Léon Bloy and Karl-Joris Huysmans, maintain a realistic, non-magical world and deal...

  6. Representation of the Divine

    DEFF Research Database (Denmark)

    Loddegaard, Anne

    2012-01-01

    out of place in a novel belonging to the serious combat literature of the Catholic Revival, and the direct representation of the supernatural is also surprising because previous Catholic Revival novelists, such as Léon Bloy and Karl-Joris Huysmans, maintain a realistic, non-magical world and deal...

  7. Women and political representation.

    Science.gov (United States)

    Rathod, P B

    1999-01-01

    A remarkable progress in women's participation in politics throughout the world was witnessed in the final decade of the 20th century. According to the Inter-Parliamentary Union report, there were only eight countries with no women in their legislatures in 1998. The number of women ministers at the cabinet level worldwide doubled in a decade, and the number of countries without any women ministers dropped from 93 to 48 during 1987-96. However, this progress is far from satisfactory. Political representation of women, minorities, and other social groups is still inadequate. This may be due to a complex combination of socioeconomic, cultural, and institutional factors. The view that women's political participation increases with social and economic development is supported by data from the Nordic countries, where there are higher proportions of women legislators than in less developed countries. While better levels of socioeconomic development, having a women-friendly political culture, and higher literacy are considered favorable factors for women's increased political representation, adopting one of the proportional representation systems (such as a party-list system, a single transferable vote system, or a mixed proportional system with multi-member constituencies) is the single factor most responsible for the higher representation of women.

  8. Between Representation and Eternity

    DEFF Research Database (Denmark)

    Atzbach, Rainer

    2016-01-01

    . At death, an indi- vidual’s corpse and burial primarily reflect the social act of representation during the funeral. The position of the arms, which have incorrectly been used as a chronological tool in Scandinavia, may indicate an evolution from a more collective act of prayer up to the eleventh century...

  9. Spectral representation of fingerprints

    NARCIS (Netherlands)

    Xu, Haiyun; Bazen, Asker M.; Veldhuis, Raymond N.J.; Kevenaar, Tom A.M.; Akkermans, Anton H.M.

    2007-01-01

    Most fingerprint recognition systems are based on the use of a minutiae set, which is an unordered collection of minutiae locations and directions suffering from various deformations such as translation, rotation and scaling. The spectral minutiae representation introduced in this paper is a novel m

  10. Heterogeneous network architectures

    DEFF Research Database (Denmark)

    Christiansen, Henrik Lehrmann

    2006-01-01

    Future networks will be heterogeneous! Due to the sheer size of networks (e.g., the Internet) upgrades cannot be instantaneous and thus heterogeneity appears. This means that instead of trying to find the olution, networks hould be designed as being heterogeneous. One of the key equirements here...... is flexibility. This thesis investigates such heterogeneous network architectures and how to make them flexible. A survey of algorithms for network design is presented, and it is described how using heuristics can increase the speed. A hierarchical, MPLS based network architecture is described...... and it is discussed that it is advantageous to heterogeneous networks and illustrated by a number of examples. Modeling and simulation is a well-known way of doing performance evaluation. An approach to event-driven simulation of communication networks is presented and mixed complexity modeling, which can simplify...

  11. Metastable dynamics in heterogeneous neural fields

    Directory of Open Access Journals (Sweden)

    Cordula eSchwappach

    2015-06-01

    Full Text Available We present numerical simulations of metastable states in heterogeneous neural fields that are connected along heteroclinic orbits. Such trajectories are possible representations of transient neural activity as observed, for example, in the electroencephalogram. Based on previous theoretical findings on learning algorithms for neural fields, we directly construct synaptic weight kernels from Lotka-Volterra neural population dynamics without supervised training approaches. We deliver a MATLAB neural field toolbox validated by two examples of one- and two-dimensional neural fields. We demonstrate trial-to-trial variability and distributed representations in our simulations which might therefore be regarded as a proof-of-concept for more advanced neural field models of metastable dynamics in neurophysiological data.

  12. Metastable dynamics in heterogeneous neural fields

    Science.gov (United States)

    Schwappach, Cordula; Hutt, Axel; beim Graben, Peter

    2015-01-01

    We present numerical simulations of metastable states in heterogeneous neural fields that are connected along heteroclinic orbits. Such trajectories are possible representations of transient neural activity as observed, for example, in the electroencephalogram. Based on previous theoretical findings on learning algorithms for neural fields, we directly construct synaptic weight kernels from Lotka-Volterra neural population dynamics without supervised training approaches. We deliver a MATLAB neural field toolbox validated by two examples of one- and two-dimensional neural fields. We demonstrate trial-to-trial variability and distributed representations in our simulations which might therefore be regarded as a proof-of-concept for more advanced neural field models of metastable dynamics in neurophysiological data. PMID:26175671

  13. Characterization of unsaturated hydraulic parameters for homogeneous and heterogeneous soils

    Energy Technology Data Exchange (ETDEWEB)

    Wildenschild, Dorthe

    1997-09-01

    Application of numerical models for predicting future spreading of contaminants into ground water aquifers is dependent on appropriate characterization of the soil hydraulic properties controlling flow and transport in the unsaturated zone. This thesis reviews the current knowledge on two aspects of characterization of unsaturated hydraulic parameters; estimation of the basic hydraulic parameters for homogeneous soils and statistical representation of heterogeneity for spatially variable soils. The retention characteristic is traditionally measured using steady-state procedures, but new ideas based on dynamic techniques have been developed that reduce experimental efforts and that produce retention curves which compare to those measured by traditional techniques. The unsaturated hydraulic conductivity is difficult to establish by steady-state procedures, and extensive research efforts have been focused on alternative methods that are based on inverse estimation. The inverse methods have commonly been associated with problems of numerical instability and ill-posedness of the parameter estimates, but recent investigations have shown that the uniqueness of parameter estimates can be improved by including additional, independent information on, for instance, the retention characteristic. Also, uniqueness may be improved by careful selection of experimental conditions are parametric functions. (au) 234 refs.

  14. Meet the 'entangled' fieldworker - Distorted (re)presentations in tourism research

    DEFF Research Database (Denmark)

    Jensen, Martin Trandberg

    Tourism research has recently been informed by non-representational theories to highlight the socio-material, embodied and heterogeneous composition of tourist experiences. These advances have contributed to further reflexivity and called for novel ways to animate representations. On this backgro......Tourism research has recently been informed by non-representational theories to highlight the socio-material, embodied and heterogeneous composition of tourist experiences. These advances have contributed to further reflexivity and called for novel ways to animate representations....... On this background, this paper develops the notion ‘distorted representation’ to illustrate that blurred and obscure photos can in fact be intelligible and sensible in understanding tourism. Through an exploration of the overwhelmed and unintended practices of visual fieldwork, distorted representation illustrates...

  15. Foundation: Transforming data bases into knowledge bases

    Science.gov (United States)

    Purves, R. B.; Carnes, James R.; Cutts, Dannie E.

    1987-01-01

    One approach to transforming information stored in relational data bases into knowledge based representations and back again is described. This system, called Foundation, allows knowledge bases to take advantage of vast amounts of pre-existing data. A benefit of this approach is inspection, and even population, of data bases through an intelligent knowledge-based front-end.

  16. 16 CFR 1115.11 - Imputed knowledge.

    Science.gov (United States)

    2010-01-01

    ... 16 Commercial Practices 2 2010-01-01 2010-01-01 false Imputed knowledge. 1115.11 Section 1115.11... PRODUCT HAZARD REPORTS General Interpretation § 1115.11 Imputed knowledge. (a) In evaluating whether or... care to ascertain the truth of complaints or other representations. This includes the knowledge a...

  17. Specificity of Structural Assessment of Knowledge

    Science.gov (United States)

    Trumpower, David L.; Sharara, Harold; Goldsmith, Timothy E.

    2010-01-01

    This study examines the specificity of information provided by structural assessment of knowledge (SAK). SAK is a technique which uses the Pathfinder scaling algorithm to transform ratings of concept relatedness into network representations (PFnets) of individuals' knowledge. Inferences about individuals' overall domain knowledge based on the…

  18. [The fragmentation of representational space in schizophrenia].

    Science.gov (United States)

    Plagnol, A; Oïta, M; Montreuil, M; Granger, B; Lubart, T

    2003-01-01

    Existent neurocognitive models of schizophrenia converge towards a core of impairments involving working memory, context processing, action planning, controlled and intentional processing. However, the emergence of this core remains itself difficult to explain and more specific hypotheses do not explain the heterogeneity of schizophrenia. To overcome these limits, we propose a new paradigm based on representational theory from cognitive science. Some recent developments of this theory enable us to describe a subjective universe as a representational space which is displayed from memory. We outline a conceptual framework to construct such a representational space from analogical -representations that can be activated in working memory and are connected to a network of symbolic structures. These connections are notably made through an analytic process of the analogical fragments, which involves the attentional focus. This framework allows us to define rigorously some defense processes in response to traumatic tensions that are expressed on the representational space. The fragmentation of representational space is a consequence of a defensive denial based on an impairment of the analytic process. The fragmentation forms some parasitic areas in memory which are excluded from the main part of the representational space and disturb information processing. The key clinical concepts of paranoid syndromes can be defined in this conceptual framework: mental automatism, delusional intuition, acute destructuration, psychotic dissociation, and autistic withdrawal. We show that these syndromes imply each other, which in return increases the fragmentation of the representational space. Some new concepts emerge naturally in this framework, such as the concept of "suture" which is defined as a link between a parasitic area and the main representational space. Schizophrenia appears as a borderline case of fragmentation of the representational space. This conceptual framework is

  19. Spoken word recognition and lexical representation in very young children

    OpenAIRE

    Swingley, D.; Aslin, R.

    2000-01-01

    Although children's knowledge of the sound patterns of words has been a focus of debate for many years, little is known about the lexical representations very young children use in word recognition. In particular, researchers have questioned the degree of specificity encoded in early lexical representations. The current study addressed this issue by presenting 18–23-month-olds with object labels that were either correctly pronounced, or mispronounced. Mispronunciations involved replacement of...

  20. Graphical representation of the process of solving problems in statics

    Science.gov (United States)

    Lopez, Carlos

    2011-03-01

    It is presented a method of construction to a graphical representation technique of knowledge called Conceptual Chains. Especially, this tool has been focused to the representation of processes and applied to solving problems in physics, mathematics and engineering. The method is described in ten steps and is illustrated with its development in a particular topic of statics. Various possible didactic applications of this technique are showed.

  1. Realizations of the Canonical Representation

    Indian Academy of Sciences (India)

    M K Vemuri

    2008-02-01

    A characterisation of the maximal abelian subalgebras of the bounded operators on Hilbert space that are normalised by the canonical representation of the Heisenberg group is given. This is used to classify the perfect realizations of the canonical representation.

  2. Staff Knowledge Absorption of Business Model Innovation Effect--With Employee Social Network Heterogeneity for Regulating Variable%员工知识吸收对商业模式创新的影响--以员工的社会网络异质性为调节变量

    Institute of Scientific and Technical Information of China (English)

    丁浩; 王炳成

    2013-01-01

      商业模式创新将会是未来企业获取竞争优势的重要手段,但驱动商业模式创新的因素却很少被研究.本文运用结构方程模型,探讨了员工知识吸收对商业模式创新的影响,及员工的社会网络异质性在员工知识吸收与商业模式创新的关系中的调节作用.研究过程中,采用利克特五点量表对员工知识吸收和商业模式创新进行测量,运用自我中心网络对员工的社会网络异质性进行了测量.在108有效问卷的基础上,运用AMOS7.0软件,检验了相关的假设.研究结果表明,员工知识吸收对商业模式创新的影响达到显著水平,员工社会网络异质性对商业模式创新的作用未达到显著水平,但员工社会网络异质性会在员工知识吸收与商业模式创新关系中起到调节作用.最后,论文给出了相关的建议.%Business model innovation will be an important means for the future enterprises to gain competitive advantage, but the factors driving business model innovation have rarely been studied. This paper uses the method of structural equation model to explore the direct effect of employees' knowledge absorptive capacity on business model innovation, and the moderating effects of employees' social network heterogeneity between employees' knowledge absorptive capacity and business model innovation. In the process of this study, we use Likert five-point scale to measure employees' knowledge absorptive capacity and business model innovation, and use ego-centered network to measure employees' social network heterogeneity. Based on 108 valid questionnaires, we uses AMOS7.0 to test the hypothesis. The result shows, employees' knowledge absorption capacity will significantly affect business model innovation, while employees' social network heterogeneity has limited direct influence on business model innovation, but employees' social network heterogeneity has significant moderate effect on the

  3. Heterogeneous cellular networks

    CERN Document Server

    Hu, Rose Qingyang

    2013-01-01

    A timely publication providing coverage of radio resource management, mobility management and standardization in heterogeneous cellular networks The topic of heterogeneous cellular networks has gained momentum in industry and the research community, attracting the attention of standardization bodies such as 3GPP LTE and IEEE 802.16j, whose objectives are looking into increasing the capacity and coverage of the cellular networks. This book focuses on recent progresses,  covering the related topics including scenarios of heterogeneous network deployment, interference management i

  4. Harmonic Analysis and Group Representation

    CERN Document Server

    Figa-Talamanca, Alessandro

    2011-01-01

    This title includes: Lectures - A. Auslander, R. Tolimeri - Nilpotent groups and abelian varieties, M Cowling - Unitary and uniformly bounded representations of some simple Lie groups, M. Duflo - Construction de representations unitaires d'un groupe de Lie, R. Howe - On a notion of rank for unitary representations of the classical groups, V.S. Varadarajan - Eigenfunction expansions of semisimple Lie groups, and R. Zimmer - Ergodic theory, group representations and rigidity; and, Seminars - A. Koranyi - Some applications of Gelfand pairs in classical analysis.

  5. Higher Representations Duals

    DEFF Research Database (Denmark)

    Sannino, Francesco

    2010-01-01

    We uncover novel solutions of the 't Hooft anomaly matching conditions for scalarless gauge theories with matter transforming according to higher dimensional representations of the underlying gauge group. We argue that, if the duals exist, they are gauge theories with fermions transforming...... according to the defining representation of the dual gauge group. The resulting conformal windows match the one stemming from the all-orders beta function results when taking the anomalous dimension of the fermion mass to be unity which are also very close to the ones obtained using the Schwinger......-Dyson approximation. We use the solutions to gain useful insight on the conformal window of the associated electric theory. A consistent picture emerges corroborating previous results obtained via different analytic methods and in agreement with first principle lattice explorations....

  6. Constructing visual representations

    DEFF Research Database (Denmark)

    Huron, Samuel; Jansen, Yvonne; Carpendale, Sheelagh

    2014-01-01

    The accessibility of infovis authoring tools to a wide audience has been identified as a major research challenge. A key task in the authoring process is the development of visual mappings. While the infovis community has long been deeply interested in finding effective visual mappings......, comparatively little attention has been placed on how people construct visual mappings. In this paper, we present the results of a study designed to shed light on how people transform data into visual representations. We asked people to create, update and explain their own information visualizations using only...... tangible building blocks. We learned that all participants, most of whom had little experience in visualization authoring, were readily able to create and talk about their own visualizations. Based on our observations, we discuss participants’ actions during the development of their visual representations...

  7. MENTAL STATE REPRESENTATION: SPATIOTEMPORAL CHARACTERISTICS

    Directory of Open Access Journals (Sweden)

    Alexander Oktyabrinovich Prokhorov

    2014-01-01

    Full Text Available Since the time of statement of the problem of states in psychology, the study of “sensuous” tissue – the mental state representation-takes a fundamental meaning. The problem is concluded in the following questions: “How is mental state represented in the consciousness of an individual?”, “What is the specificity of the mental state representation as distinguished from the subject-matter representation?”, “What are the mechanisms of the mental state representation occurrence and the peculiarities of its dynamics? The study of the mental state representation will allow to explain its specificity and difference from the figurative representation, the peculiarities of state explication as a representation in the consciousness and its relation with other elements of consciousness, will allow to show the regularities of the mental state representation development and its dynamics, factors, which influence the specificity of its occurrence, the regulatory role of the state representation in the vital function. From these perspectives, the article presents the results of the study of spatiotemporal characteristics of the mental state representation; reveals the peculiar features of the spatiotemporal organization of mental state representations: Relieves, specificity, magnitude, variability of indicators, changes of structural characteristics in time spans; considers the age-specific peculiar features of the spatiotemporal organization of mental state representations in terms of organization, stability, coherence and differentiated nature of spatiotemporal structures with the representatives of certain age groups.

  8. Comprehension and Representation in Translation

    Institute of Scientific and Technical Information of China (English)

    徐玉萍

    2010-01-01

    Transhfion is the faithful rcpresentation in one language of the thought, content, feeling and style written in another language. It involves two processes: comprehension and representation. Correct comprehension is the base for adequate representation. Criteria for good representation lies in two points: the version should be faithful to the original, and the version should be as intelligible as possible.

  9. Learning Multisensory Representations

    Science.gov (United States)

    2016-05-23

    AFRL-AFOSR-VA-TR-2016-0183 Learning Multisensory Representations Robert Jacobs UNIVERSITY OF ROCHESTER Final Report 05/23/2016 DISTRIBUTION A...DD-MM-YYYY) 16-05-2016 2. REPORT TYPE Final Performance Report 3. DATES COVERED (From - To) 01-09-2012 - 29-02-2016 4. TITLE AND SUBTITLE Learning ...perception; visual perception; haptic perception; auditory perception; perceptual learning ; perceptual decision making 16. SECURITY CLASSIFICATION OF

  10. Non-Representational Theory

    DEFF Research Database (Denmark)

    Jensen, Ole B.

    2016-01-01

    Dette kapitel gennemgår den såkaldte ”Non-Representational Theory” (NRT), der primært er kendt fra den Angelsaksiske humangeografi, og som særligt er blevet fremført af den engelske geograf Nigel Thrift siden midten af 2000 årtiet. Da positionen ikke kan siges at være specielt homogen vil kapitlet...

  11. The field representation language.

    Science.gov (United States)

    Tsafnat, Guy

    2008-02-01

    The complexity of quantitative biomedical models, and the rate at which they are published, is increasing to a point where managing the information has become all but impossible without automation. International efforts are underway to standardise representation languages for a number of mathematical entities that represent a wide variety of physiological systems. This paper presents the Field Representation Language (FRL), a portable representation of values that change over space and/or time. FRL is an extensible mark-up language (XML) derivative with support for large numeric data sets in Hierarchical Data Format version 5 (HDF5). Components of FRL can be reused through unified resource identifiers (URI) that point to external resources such as custom basis functions, boundary geometries and numerical data. To demonstrate the use of FRL as an interchange we present three models that study hyperthermia cancer treatment: a fractal model of liver tumour microvasculature; a probabilistic model simulating the deposition of magnetic microspheres throughout it; and a finite element model of hyperthermic treatment. The microsphere distribution field was used to compute the heat generation rate field around the tumour. We used FRL to convey results from the microsphere simulation to the treatment model. FRL facilitated the conversion of the coordinate systems and approximated the integral over regions of the microsphere deposition field.

  12. [Time perceptions and representations].

    Science.gov (United States)

    Tordjman, S

    2015-09-01

    Representations of time and time measurements depend on subjective constructs that vary according to changes in our concepts, beliefs, societal needs and technical advances. Similarly, the past, the future and the present are subjective representations that depend on each individual's psychic time and biological time. Therefore, there is no single, one-size-fits-all time for everyone, but rather a different, subjective time for each individual. We need to acknowledge the existence of different inter-individual times but also intra-individual times, to which different functions and different rhythms are attached, depending on the system of reference. However, the construction of these time perceptions and representations is influenced by objective factors (physiological, physical and cognitive) related to neuroscience which will be presented and discussed in this article. Thus, studying representation and perception of time lies at the crossroads between neuroscience, human sciences and philosophy. Furthermore, it is possible to identify several constants among the many and various representations of time and their corresponding measures, regardless of the system of time reference. These include the notion of movements repeated in a stable rhythmic pattern involving the recurrence of the same interval of time, which enables us to define units of time of equal and invariable duration. This rhythmicity is also found at a physiological level and contributes through circadian rhythms, in particular the melatonin rhythm, to the existence of a biological time. Alterations of temporality in mental disorders will be also discussed in this article illustrated by certain developmental disorders such as autism spectrum disorders. In particular, the hypothesis will be developed that children with autism would need to create discontinuity out of continuity through stereotyped behaviors and/or interests. This discontinuity repeated at regular intervals could have been

  13. Pioneers of representation theory

    CERN Document Server

    Curtis, Charles W

    1999-01-01

    The year 1897 was marked by two important mathematical events: the publication of the first paper on representations of finite groups by Ferdinand Georg Frobenius (1849-1917) and the appearance of the first treatise in English on the theory of finite groups by William Burnside (1852-1927). Burnside soon developed his own approach to representations of finite groups. In the next few years, working independently, Frobenius and Burnside explored the new subject and its applications to finite group theory. They were soon joined in this enterprise by Issai Schur (1875-1941) and some years later, by Richard Brauer (1901-1977). These mathematicians' pioneering research is the subject of this book. It presents an account of the early history of representation theory through an analysis of the published work of the principals and others with whom the principals' work was interwoven. Also included are biographical sketches and enough mathematics to enable readers to follow the development of the subject. An introductor...

  14. Teaching Heterogeneous Classes.

    Science.gov (United States)

    Millrood, Radislav

    2002-01-01

    Discusses an approach to teaching heterogeneous English-as-a-Second/Foreign-Language classes. Draws on classroom research data to describe the features of a success-building lesson context. (Author/VWL)

  15. Knowledge From Pictures (KFP)

    Science.gov (United States)

    Truszkowski, Walt; Paterra, Frank; Bailin, Sidney

    1993-01-01

    The old maxim goes: 'A picture is worth a thousand words'. The objective of the research reported in this paper is to demonstrate this idea as it relates to the knowledge acquisition process and the automated development of an expert system's rule base. A prototype tool, the Knowledge From Pictures (KFP) tool, has been developed which configures an expert system's rule base by an automated analysis of and reasoning about a 'picture', i.e., a graphical representation of some target system to be supported by the diagnostic capabilities of the expert system under development. This rule base, when refined, could then be used by the expert system for target system monitoring and fault analysis in an operational setting. Most people, when faced with the problem of understanding the behavior of a complicated system, resort to the use of some picture or graphical representation of the system as an aid in thinking about it. This depiction provides a means of helping the individual to visualize the bahavior and dynamics of the system under study. An analysis of the picture augmented with the individual's background information, allows the problem solver to codify knowledge about the system. This knowledge can, in turn, be used to develop computer programs to automatically monitor the system's performance. The approach taken is this research was to mimic this knowledge acquisition paradigm. A prototype tool was developed which provides the user: (1) a mechanism for graphically representing sample system-configurations appropriate for the domain, and (2) a linguistic device for annotating the graphical representation with the behaviors and mutual influences of the components depicted in the graphic. The KFP tool, reasoning from the graphical depiction along with user-supplied annotations of component behaviors and inter-component influences, generates a rule base that could be used in automating the fault detection, isolation, and repair of the system.

  16. El conocimiento histórico del libro y la biblioteca novohispanos: representación de las fuentes originales The historic knowledge of new spain book and library: representation of original sources

    Directory of Open Access Journals (Sweden)

    Idalia García

    2007-12-01

    Full Text Available El conocimiento del libro y las bibliotecas en la Nueva España es escaso, en comparación con el abundante recurso bibliográfico y documental del pasado colonial que se conserva en México. Las perspectivas historiográficas contemporáneas muestran la riqueza de información que puede obtenerse de las fuentes originales para interpretar un momento cultural en la historia. Sin embargo ese conocimiento también debería impactar en la valoración patrimonial del legado documental, para favorecer su adecuada salvaguarda, en especial si el trabajo se realiza relacionando toda la información obtenida con investigaciones precedentes para integrar una idea más completa de la realidad histórica analizada. Este trabajo esboza brevemente los enfoques utilizados en la historiografía del libro y la biblioteca en México, así como sus características y tendencias.The knowledge of book and libraries in New Spain is scarce in comparision with the bibliographical and documental sources preserved in Mexico of the colonial past. Contemporary historiographic perspectivesshow the information wealth that can be obtained of original sources for reconstructing one cultural moment in History. Nevertheless, this approach should also impact in hereditary appraisal of documental legacy for proper safeguards. Specially if the work relates all information with previous researches for integrating a complete idea of historical reality analyzed. This work is a short critical exercise about the approaches employed in the historiography of book and library in Mexico, as well as its characteristics and tendencies.

  17. Covariant representations of subproduct systems

    CERN Document Server

    Viselter, Ami

    2010-01-01

    A celebrated theorem of Pimsner states that a covariant representation $T$ of a $C^*$-correspondence $E$ extends to a $C^*$-representation of the Toeplitz algebra of $E$ if and only if $T$ is isometric. This paper is mainly concerned with finding conditions for a covariant representation of a \\emph{subproduct system} to extend to a $C^*$-representation of the Toeplitz algebra. This framework is much more general than the former. We are able to find sufficient conditions, and show that in important special cases, they are also necessary. Further results include the universality of the tensor algebra, dilations of completely contractive covariant representations, Wold decompositions and von Neumann inequalities.

  18. Teaching object concepts for XML-based representations.

    Energy Technology Data Exchange (ETDEWEB)

    Kelsey, R. L. (Robert L.)

    2002-01-01

    Students learned about object-oriented design concepts and knowledge representation through the use of a set of toy blocks. The blocks represented a limited and focused domain of knowledge and one that was physical and tangible. The blocks helped the students to better visualize, communicate, and understand the domain of knowledge as well as how to perform object decomposition. The blocks were further abstracted to an engineering design kit for water park design. This helped the students to work on techniques for abstraction and conceptualization. It also led the project from tangible exercises into software and programming exercises. Students employed XML to create object-based knowledge representations and Java to use the represented knowledge. The students developed and implemented software allowing a lay user to design and create their own water slide and then to take a simulated ride on their slide.

  19. Aligning Mental Representations

    DEFF Research Database (Denmark)

    Kano Glückstad, Fumiko

    2013-01-01

    on the application of the BMG to publicly available datasets, the Leuven natural concept database [3] representing semantic structures of domain knowledge possessed by individual subjects [3]. Results indicate that the BMG is potentially a model applicable to simulating the alignment of domain knowledge from...

  20. Categorification and higher representation theory

    CERN Document Server

    Beliakova, Anna

    2017-01-01

    The emergent mathematical philosophy of categorification is reshaping our view of modern mathematics by uncovering a hidden layer of structure in mathematics, revealing richer and more robust structures capable of describing more complex phenomena. Categorified representation theory, or higher representation theory, aims to understand a new level of structure present in representation theory. Rather than studying actions of algebras on vector spaces where algebra elements act by linear endomorphisms of the vector space, higher representation theory describes the structure present when algebras act on categories, with algebra elements acting by functors. The new level of structure in higher representation theory arises by studying the natural transformations between functors. This enhanced perspective brings into play a powerful new set of tools that deepens our understanding of traditional representation theory. This volume exhibits some of the current trends in higher representation theory and the diverse te...

  1. Contribuições teóricas para uma revisão dos princípios e práticas da representação do conhecimento/Theoretical contribution to review the principles and practices of knowledge representation

    Directory of Open Access Journals (Sweden)

    Leilah Santiago Bufrem

    2005-01-01

    to relate Bakhtin’s theory, specifically verbal interaction, with the principles of knowledge representation, founded on the hypothesis that representation cannot be reduced to any of the practices or disciplines which contribute to it in an integrated mode. From reflexions of Bakhtin about dialogism in Marxism and the Philosophy of Language, it is analyzed four aspects he pointed out about the interaction among interlocutors concerning to the procedures to the documental representation. The first aspect refers to the interaction among interlocutors, which is essential to the communication and a founding principle of language. The second aspect concerns to the dependence of text meaning and words sense to the relation between subjects, as say, this sense and this meaning are built, during the production and interpretation of the texts, by the subjects. The precedence of intersubjectivity to subjectivity is the third aspect observed, since it is in the relation among the interlocutors that the text producer subjects are constructed. Considering the fourth aspect, the double notion of sociability is explored by the analysis of the relation among subjects or interlocutors that interact, and that between subjects and society. It is recognized that this process affects the theoretical fundaments of knowledge organization and representation, since it results from a dialog or a conversation among the subjects who interact in this space in which the voices are intermediated by the world perception of each one of the people involved. In this sense, it points out some ways and practices to the comprehension and consequent representation of knowledge, as materialized in some tools that result in valorizing cultural, cognitive, ethical and esthetic elements present in the context of a determined society or community.

  2. Supervised Filter Learning for Representation Based Face Recognition.

    Directory of Open Access Journals (Sweden)

    Chao Bi

    Full Text Available Representation based classification methods, such as Sparse Representation Classification (SRC and Linear Regression Classification (LRC have been developed for face recognition problem successfully. However, most of these methods use the original face images without any preprocessing for recognition. Thus, their performances may be affected by some problematic factors (such as illumination and expression variances in the face images. In order to overcome this limitation, a novel supervised filter learning algorithm is proposed for representation based face recognition in this paper. The underlying idea of our algorithm is to learn a filter so that the within-class representation residuals of the faces' Local Binary Pattern (LBP features are minimized and the between-class representation residuals of the faces' LBP features are maximized. Therefore, the LBP features of filtered face images are more discriminative for representation based classifiers. Furthermore, we also extend our algorithm for heterogeneous face recognition problem. Extensive experiments are carried out on five databases and the experimental results verify the efficacy of the proposed algorithm.

  3. Role of conceptual knowledge in learning and retention of conditioned fear.

    Science.gov (United States)

    Dunsmoor, Joseph E; Martin, Alex; LaBar, Kevin S

    2012-02-01

    Associating sensory cues with aversive outcomes is a relatively basic process shared across species. Yet higher-order cognitive processes likely contribute to associative fear learning in many circumstances, especially in humans. Here we ask whether fears can be acquired based on conceptual knowledge of object categories, and whether such concept-based fear conditioning leads to enhanced memory representations for conditioned objects. Participants were presented with a heterogeneous collection of images of animals and tools. Objects from one category were reinforced by an electrical shock, whereas the other category was never reinforced. Results confirmed concept-based fear learning through subjective report of shock expectancy, heightened skin conductance responses, and enhanced 24h recognition memory for items from the conditioned category. These results provide novel evidence that conditioned fear can generalize through knowledge of object concepts, and sheds light on the persistent nature of fear memories and category-based fear responses symptomatic of some anxiety disorders.

  4. An Event Based Approach To Situational Representation

    CERN Document Server

    Ashish, Naveen; Mehrotra, Sharad; Venkatasubramanian, Nalini

    2009-01-01

    Many application domains require representing interrelated real-world activities and/or evolving physical phenomena. In the crisis response domain, for instance, one may be interested in representing the state of the unfolding crisis (e.g., forest fire), the progress of the response activities such as evacuation and traffic control, and the state of the crisis site(s). Such a situation representation can then be used to support a multitude of applications including situation monitoring, analysis, and planning. In this paper, we make a case for an event based representation of situations where events are defined to be domain-specific significant occurrences in space and time. We argue that events offer a unifying and powerful abstraction to building situational awareness applications. We identify challenges in building an Event Management System (EMS) for which traditional data and knowledge management systems prove to be limited and suggest possible directions and technologies to address the challenges.

  5. Ergonomic risk: social representations of dental students

    Directory of Open Access Journals (Sweden)

    Luana Kelle Batista Moura

    2014-01-01

    Full Text Available Objective: To learn the social representations of ergonomic risk prepared ​​by dental students. Methodology: This exploratory study, subsidized the Theory of Social Representations, with 64 dental students of an educational institution, by means of interviews. The data were processed in Alceste4.8 and lexical analysis done by the descending hierarchical classification. Results: In two categories: knowledge about exposure to ergonomic risk end attitude of students on preventing and treating injuries caused by repetitive motion. For students, the ergonomic risk is related to the attitude in the dental office. Conclusion: Prevention of ergonomic risk for dental students has not been incorporated as a set of necessary measures for their health and the patients, to prevent ergonomic hazards that can result in harm to the patient caused by work-related musculoskeletal disorder, which is reflected in a lower quality practice.

  6. Deep learning of orthographic representations in baboons.

    Science.gov (United States)

    Hannagan, Thomas; Ziegler, Johannes C; Dufau, Stéphane; Fagot, Joël; Grainger, Jonathan

    2014-01-01

    What is the origin of our ability to learn orthographic knowledge? We use deep convolutional networks to emulate the primate's ventral visual stream and explore the recent finding that baboons can be trained to discriminate English words from nonwords. The networks were exposed to the exact same sequence of stimuli and reinforcement signals as the baboons in the experiment, and learned to map real visual inputs (pixels) of letter strings onto binary word/nonword responses. We show that the networks' highest levels of representations were indeed sensitive to letter combinations as postulated in our previous research. The model also captured the key empirical findings, such as generalization to novel words, along with some intriguing inter-individual differences. The present work shows the merits of deep learning networks that can simulate the whole processing chain all the way from the visual input to the response while allowing researchers to analyze the complex representations that emerge during the learning process.

  7. Knowledge Sharing is Knowledge Creation

    DEFF Research Database (Denmark)

    Greve, Linda

    2015-01-01

    Knowledge sharing and knowledge transfer are important to knowledge communication. However when groups of knowledge workers engage in knowledge communication activities, it easily turns into mere mechanical information processing despite other ambitions. This article relates literature of knowledge...... reducing complexity and dividing knowledge into to dichotomies or hierarchies, knowledge workers should be enabled to use different strategies for knowledge sharing, -transfer and –creation depending on the task and the nature of the knowledge. However if the ambition is to have a strategy for sharing...

  8. Residual Representations of Spacetime

    CERN Document Server

    Saller, H

    2001-01-01

    Spacetime is modelled by binary relations - by the classes of the automorphisms $\\GL(\\C^2)$ of a complex 2-dimensional vector space with respect to the definite unitary subgroup $\\U(2)$. In extension of Feynman propagators for particle quantum fields representing only the tangent spacetime structure, global spacetime representations are given, formulated as residues using energy-momentum distributions with the invariants as singularities. The associatated quantum fields are characterized by two invariant masses - for time and position - supplementing the one mass for the definite unitary particle sector with another mass for the indefinite unitary interaction sector without asymptotic particle interpretation.

  9. Representation of categories.

    Science.gov (United States)

    Boot, Inge; Pecher, Diane

    2011-01-01

    In the present study we investigated whether the mental representation of the concept categories is represented by the container image schema (Lakoff & Johnson, 1980). In two experiments participants decided whether two pictures were from the same category (animal or vehicle). Pictures were presented inside or outside a frame that should activate the container schema. We found that performance to pictures was influenced by the frame in congruence with the metaphorical mapping (same category—inside bounded region; different category—not in same bounded region). These results show that the concept categories is metaphorically represented by containers.

  10. Influence of aquifer heterogeneity on karst hydraulics and catchment delineation employing distributive modeling approaches

    Directory of Open Access Journals (Sweden)

    S. Oehlmann

    2013-07-01

    Full Text Available Due to their heterogeneous nature, karst aquifers pose a major challenge for hydrogeological investigations. Important procedures like the delineation of catchment areas for springs are hindered by the unknown locations and hydraulic properties of highly conductive karstic zones. In this work numerical modeling was employed as a tool in delineating catchment areas of several springs within a karst area in southwestern Germany. For this purpose, different distributive modeling approaches were implemented in the Finite Element simulation software Comsol Multiphysics®. The investigation focuses on the question to which degree the effect of karstification has to be taken into account for accurately simulating the hydraulic head distribution and the observed spring discharges. The results reveal that the representation of heterogeneities has a large influence on the delineation of the catchment areas. Not only the location of highly conductive elements but also their geometries play a major role for the resulting hydraulic head distribution and thus for catchment area delineation. The size distribution of the karst conduits derived from the numerical models agrees with knowledge from karst genesis. It was thus shown that numerical modeling is a useful tool for catchment delineation in karst aquifers based on results from different field observations.

  11. Bootstrapping Domain Knowledge Exploration using Conceptual Mapping of Wikipedia

    Directory of Open Access Journals (Sweden)

    Mai Eldefrawi

    2013-09-01

    Full Text Available Wikipedia is one of the largest online encyclopedias that exist in a hypertext form. This nature prevents Wikipedia’s potential to be fully discovered. Therefore the focus of this paper is on the role of domain knowledge in supporting the exploration of classical encyclopedic content, which in this case is Wikipedia. A main contribution provided by the author of this work is a methodology for identifying the nature, the form and the role of domain knowledge expressed in conceptual form. It’s also a method of representation and analysis for describing the domain knowledge and for the extraction of the logical representation of a raw form of the domain knowledge. Such logical representation is of limited value in describing the real nature of domain knowledge. Hence we transform it into an adequate graphical representation, mostly of an arc-node form which is called conceptual representation.

  12. Exploring Middle School Students' Representational Competence in Science: Development and Verification of a Framework for Learning with Visual Representations

    Science.gov (United States)

    Tippett, Christine Diane

    Scientific knowledge is constructed and communicated through a range of forms in addition to verbal language. Maps, graphs, charts, diagrams, formulae, models, and drawings are just some of the ways in which science concepts can be represented. Representational competence---an aspect of visual literacy that focuses on the ability to interpret, transform, and produce visual representations---is a key component of science literacy and an essential part of science reading and writing. To date, however, most research has examined learning from representations rather than learning with representations. This dissertation consisted of three distinct projects that were related by a common focus on learning from visual representations as an important aspect of scientific literacy. The first project was the development of an exploratory framework that is proposed for use in investigations of students constructing and interpreting multimedia texts. The exploratory framework, which integrates cognition, metacognition, semiotics, and systemic functional linguistics, could eventually result in a model that might be used to guide classroom practice, leading to improved visual literacy, better comprehension of science concepts, and enhanced science literacy because it emphasizes distinct aspects of learning with representations that can be addressed though explicit instruction. The second project was a metasynthesis of the research that was previously conducted as part of the Explicit Literacy Instruction Embedded in Middle School Science project (Pacific CRYSTAL, http://www.educ.uvic.ca/pacificcrystal). Five overarching themes emerged from this case-to-case synthesis: the engaging and effective nature of multimedia genres, opportunities for differentiated instruction using multimodal strategies, opportunities for assessment, an emphasis on visual representations, and the robustness of some multimodal literacy strategies across content areas. The third project was a mixed

  13. A Knowledge-based Stampability Evaluation System

    Institute of Scientific and Technical Information of China (English)

    2002-01-01

    The aim, characteristics and requirements of stampability evaluation are identified.As sam-pability evaluation is highly skill-intensive and requires a wide variety of design expertise and knowledge, a knowledge based system is proposed for implementing the stampability evaluation.The stampability eval uation knowledge representation,and processing phases are illustrated. A case study demonstrates the feasibility of the knowledge based approach to stampability evalu-ation.

  14. Social Representations of Intelligence

    Directory of Open Access Journals (Sweden)

    Elena Zubieta

    2016-02-01

    Full Text Available The article stresses the relationship between Explicit and Implicit theories of Intelligence. Following the line of common sense epistemology and the theory of Social Representations, a study was carried out in order to analyze naive’s explanations about Intelligence Definitions. Based on Mugny & Carugati (1989 research, a self-administered questionnaire was designed and filled in by 286 subjects. Results are congruent with the main hyphotesis postulated: A general overlap between explicit and implicit theories showed up. According to the results Intelligence appears as both, a social attribute related to social adaptation and as a concept defined in relation with contextual variables similar to expert’s current discourses. Nevertheless, conceptions based on “gifted ideology” still are present stressing the main axes of Intelligence debate: biological and sociological determinism. In the same sense, unfamiliarity and social identity are reaffirmed as organizing principles of social representation. The distance with the object -measured as the belief in intelligence differences as a solve/non solve problem- and the level of implication with the topic -teachers/no teachers- appear as discriminating elements at the moment of supporting specific dimensions. 

  15. Green heterogeneous wireless networks

    CERN Document Server

    Ismail, Muhammad; Nee, Hans-Peter; Qaraqe, Khalid A; Serpedin, Erchin

    2016-01-01

    This book focuses on the emerging research topic "green (energy efficient) wireless networks" which has drawn huge attention recently from both academia and industry. This topic is highly motivated due to important environmental, financial, and quality-of-experience (QoE) considerations. Specifically, the high energy consumption of the wireless networks manifests in approximately 2% of all CO2 emissions worldwide. This book presents the authors’ visions and solutions for deployment of energy efficient (green) heterogeneous wireless communication networks. The book consists of three major parts. The first part provides an introduction to the "green networks" concept, the second part targets the green multi-homing resource allocation problem, and the third chapter presents a novel deployment of device-to-device (D2D) communications and its successful integration in Heterogeneous Networks (HetNets). The book is novel in that it specifically targets green networking in a heterogeneous wireless medium, which re...

  16. Elementary student teachers' science content representations

    Science.gov (United States)

    Zembal-Saul, Carla; Krajcik, Joseph; Blumenfeld, Phyllis

    2002-08-01

    This purpose of this study was to examine the ways in which three prospective teachers who had early opportunities to teach science would approach representing science content within the context of their student teaching experiences. The study is framed in the literature on pedagogical content knowledge and learning to teach. A situated perspective on cognition is applied to better understand the influence of context and the role of the cooperating teacher. The three participants were enrolled in an experimental teacher preparation program designed to enhance the teaching of science at the elementary level. Qualitative case study design guided the collection, organization, and analysis of data. Multiple forms of data associated with student teachers' content representations were collected, including audiotaped planning and reflection interviews, written lesson plans and reflections, and videotaped teaching experiences. Broad analysis categories were developed and refined around the subconstructs of content representation (i.e., knowledge of instructional strategies that promote learning and knowledge of students and their requirements for meaningful science learning). Findings suggest that when prospective teachers are provided with opportunities to apply and reflect substantively on their developing considerations for supporting children's science learning, they are able to maintain a subject matter emphasis. However, in the absence of such opportunities, student teachers abandon their subject matter emphasis, even when they have had extensive background and experiences addressing subject-specific considerations for teaching and learning.

  17. Isotopes in heterogeneous catalysis

    CERN Document Server

    Hargreaves, Justin SJ

    2006-01-01

    The purpose of this book is to review the current, state-of-the-art application of isotopic methods to the field of heterogeneous catalysis. Isotopic studies are arguably the ultimate technique in in situ methods for heterogeneous catalysis. In this review volume, chapters have been contributed by experts in the field and the coverage includes both the application of specific isotopes - Deuterium, Tritium, Carbon-14, Sulfur-35 and Oxygen-18 - as well as isotopic techniques - determination of surface mobility, steady state transient isotope kinetic analysis, and positron emission profiling.

  18. Heterogeneity of the intrahepatic biliary epithelium

    Institute of Scientific and Technical Information of China (English)

    Shannon Glaser; Heather Francis; Sharon DeMorrow; Gene LeSage; Giammarco Fava; Marco Marzioni; Julie Venter; Gianfranco Alpini

    2006-01-01

    The objectives of this review are to outline the recent findings related to the morphological heterogeneity of the biliary epithelium and the heterogeneous pathophysiological responses of different sized bile ducts to liver gastrointestinal hormones and peptides and liver injury/toxins with changes in apoptotic, proliferative and secretory activities. The knowledge of biliary function is rapidly increasing because of the recognition that biliary epithelial cells (cholangiocytes) are the targets of human cholangiopathies, which are characterized by proliferation/damage of bile ducts within a small range of sizes. The unique anatomy, morphology, innervation and vascularization of the biliary epithelium are consistent with function of cholangiocytes within different regions of the biliary tree. The in vivo models [e.g., bile duct ligation (BDL), partial hepatectomy, feeding of bile acids,carbon tetrachloride (CCl4) or α-naphthylisothiocyanate (ANIT)] and the in vivo experimental tools [e.g., freshly isolated small and large cholangiocytes or intrahepatic bile duct units (IBDU) and primary cultures of small and large murine cholangiocytes] have allowed us to demonstrate the morphological and functional heterogeneity of the intrahepatic biliary epithelium.These models demonstrated the differential secretory activities and the heterogeneous apoptotic and proliferative responses of different sized ducts. Similar to animal models of cholangiocyte proliferation/injury restricted to specific sized ducts, in human liver diseases bile duct damage predominates specific sized bile ducts.Future studies related to the functional heterogeneity of the intrahepatic biliary epithelium may disclose new pathophysiological treatments for patients with cholangiopathies.

  19. Probably good diagrams for learning: representational epistemic recodification of probability theory.

    Science.gov (United States)

    Cheng, Peter C-H

    2011-07-01

    The representational epistemic approach to the design of visual displays and notation systems advocates encoding the fundamental conceptual structure of a knowledge domain directly in the structure of a representational system. It is claimed that representations so designed will benefit from greater semantic transparency, which enhances comprehension and ease of learning, and plastic generativity, which makes the meaningful manipulation of the representation easier and less error prone. Epistemic principles for encoding fundamental conceptual structures directly in representational schemes are described. The diagrammatic recodification of probability theory is undertaken to demonstrate how the fundamental conceptual structure of a knowledge domain can be analyzed, how the identified conceptual structure may be encoded in a representational system, and the cognitive benefits that follow. An experiment shows the new probability space diagrams are superior to the conventional approach for learning this conceptually challenging topic.

  20. Modeling heterogeneous unsaturated porous media flow at Yucca Mountain

    Energy Technology Data Exchange (ETDEWEB)

    Robey, T.H. [Spectra Research Institute, Albuquerque, NM (United States)

    1994-12-31

    Geologic systems are inherently heterogeneous and this heterogeneity can have a significant impact on unsaturated flow through porous media. Most previous efforts to model groundwater flow through Yucca Mountain have used stratigraphic units with homogeneous properties. However, modeling heterogeneous porous and fractured tuff in a more realistic manner requires numerical methods for generating heterogeneous simulations of the media, scaling of material properties from core scale to computational scale, and flow modeling that allows channeling. The Yucca Mountain test case of the INTRAVAL project is used to test the numerical approaches. Geostatistical methods are used to generate more realistic representations of the stratigraphic units and heterogeneity within units is generated using sampling from property distributions. Scaling problems are reduced using an adaptive grid that minimizes heterogeneity within each flow element. A flow code based on the dual mixed-finite-element method that allows for heterogeneity and channeling is employed. In the Yucca Mountain test case, the simulated volumetric water contents matched the measured values at drill hole USW UZ-16 except in the nonwelded portion of Prow Pass.

  1. On Maintenance of Inter-connectivity Among Multi-representations

    Institute of Scientific and Technical Information of China (English)

    WANG Yan-hui; MENG Hao; LIU Xiao-meng

    2006-01-01

    As the problems of conceptual and representational differences will arise among multi-representations, inter-connectivity maintenance among multi-representations exists as a foundational task in building multi-scale data model. Since the existing methods are still not satisfactory in practice, the inter-connectivity among multiple representations can be only achieved if the multi-scale model is capable of explicitly inter-relating them and dealing with their differences. So, this paper firstly explores the relation among multiple representations from the same entity, such as multi-semantic, multi-geometry, multi-attributes, hierarchical semantic relations and so on. Based on these, this paper proposes aggregation-based semantic hierarchical matching rules (ASHMR) as the basis of tackling inter-connectivity among multi-representations, and defines the available hierarchical semantic knowledge, namely semantically equal, semantically related and semantically irrelevant. According to different change among multi-representations from different types of objects, the applications and techniques of the corresponding hierarchy inter-connectivity matching criterion are explored. And taken the road intersections as examples, a case in point is given in details for describing the strategies of inter-connectivity maintenance, showing that this method is feasible to deal with inter-connectivity.

  2. A distributed topological camera network representation for tracking applications.

    Science.gov (United States)

    Lobaton, Edgar; Vasudevan, Ramanarayan; Bajcsy, Ruzena; Sastry, Shankar

    2010-10-01

    Sensor networks have been widely used for surveillance, monitoring, and tracking. Camera networks, in particular, provide a large amount of information that has traditionally been processed in a centralized manner employing a priori knowledge of camera location and of the physical layout of the environment. Unfortunately, these conventional requirements are far too demanding for ad-hoc distributed networks. In this article, we present a simplicial representation of a camera network called the camera network complex ( CN-complex), that accurately captures topological information about the visual coverage of the network. This representation provides a coordinate-free calibration of the sensor network and demands no localization of the cameras or objects in the environment. A distributed, robust algorithm, validated via two experimental setups, is presented for the construction of the representation using only binary detection information. We demonstrate the utility of this representation in capturing holes in the coverage, performing tracking of agents, and identifying homotopic paths.

  3. The Politics of Museums in Europe: Representations, Diversity, Doxa

    Directory of Open Access Journals (Sweden)

    Klas Grinell

    2010-05-01

    Full Text Available Museums are political institutions. In their formative period they where part of the formation of national identities. Today there is a growing political imperative to represent the diversity of Europe. Through an elaboration of the different aspects of the concept of representation, covered by the German terms vertretung, darstellung and vorstellung, the connections between aesthetics, knowledge and politics is shown. This is furthered through a reading of Jaqcues Rancière's philosophy arguing for the political power and importance of aesthetics. The political importance of distinguishing between being a representative and being a creator of representations is also stressed. Representations are thus shown to be central to politics, and museums are presented as important and powerful institutions for political representation.

  4. Integral geometry and representation theory

    CERN Document Server

    Gel'fand, I M; Vilenkin, N Ya

    1966-01-01

    Generalized Functions, Volume 5: Integral Geometry and Representation Theory is devoted to the theory of representations, focusing on the group of two-dimensional complex matrices of determinant one.This book emphasizes that the theory of representations is a good example of the use of algebraic and geometric methods in functional analysis, in which transformations are performed not on the points of a space, but on the functions defined on it. The topics discussed include Radon transform on a real affine space, integral transforms in the complex domain, and representations of the group of comp

  5. Modeling Heterogeneity in Networks using Uncertainty Quantification Tools

    CERN Document Server

    Rajendran, Karthikeyan; Siettos, Constantinos I; Laing, Carlo R; Kevrekidis, Ioannis G

    2015-01-01

    Using the dynamics of information propagation on a network as our illustrative example, we present and discuss a systematic approach to quantifying heterogeneity and its propagation that borrows established tools from Uncertainty Quantification. The crucial assumption underlying this mathematical and computational "technology transfer" is that the evolving states of the nodes in a network quickly become correlated with the corresponding node "identities": features of the nodes imparted by the network structure (e.g. the node degree, the node clustering coefficient). The node dynamics thus depend on heterogeneous (rather than uncertain) parameters, whose distribution over the network results from the network structure. Knowing these distributions allows us to obtain an efficient coarse-grained representation of the network state in terms of the expansion coefficients in suitable orthogonal polynomials. This representation is closely related to mathematical/computational tools for uncertainty quantification (th...

  6. KNOWLEDGE TRANSFER THROUGH NETWORKS

    Directory of Open Access Journals (Sweden)

    GYÖRGY ATTILA

    2012-06-01

    Full Text Available Knowledge is a vital intangible asset for any organization and cannot be valued exactly due its special form of materialization. Although we have this drawback, a scientifically established value should be used in order to measure the performance of knowledge holders. A correct valuation helps to know the worth of assets offered in exploitation. Exploitation of this resource could be done in several different ways, but integration in knowledge networks seems to generate best efficiency ratio. Networks offer the possibility to change information, to obtain new information, to build further ideas arose from network partners or to develop together new ideas. Thus, networks assure conditions to optimize the members’ knowledge portfolios. Optimization of knowledge usage creates benefits for network members. These benefits could be profits (if members are private companies or social welfare (if members are looking after collective purposes. Taxonomy of knowledge networks is diverse, permitting an adaptation to the needs of members. Networks permit a large scale of heterogeneity. Since an important part of new knowledge creating costs is covered from public budgetary resources, a special development is recorded at those networks which are exclusively or partly organized in the public sector or benefit by participation from the public sector.

  7. Heterogeneous Uncertainty Management

    Science.gov (United States)

    2008-03-08

    probabilistic ( HTP ) agents, the concept of probabilistic version of XML and RDF, and probabilistic methods to reason about collections of moving objects. S...heterogeneous temporal probabilistic ( HTP ) agents, the concept of probabilistic version of XML and RDF, and probabilistic methods to reason about...temporal probabilistic ( HTP ) agent. HTP agents can build temporal probabilistic reasoning capabilities on top of multiple databases and software

  8. Heterogeneous Computing in Economics

    DEFF Research Database (Denmark)

    Dziubinski, M.P.; Grassi, S.

    2014-01-01

    This paper shows the potential of heterogeneous computing in solving dynamic equilibrium models in economics. We illustrate the power and simplicity of C++ Accelerated Massive Parallelism (C++ AMP) recently introduced by Microsoft. Starting from the same exercise as Aldrich et al. (J Econ Dyn...

  9. Heterogeneity of Intellectual Assets

    DEFF Research Database (Denmark)

    Dahlgren, Johan Henrich; Lund Jensen, Rasmus; Valentin, Finn

    2004-01-01

    This paper deals with methodological issues of assessing the composition and level ofheterogeneity of firms' intellectual assets. It develops an original metric - referred to asthe H-index - for measuring heterogeneity using data extracted from patent documents.The main purpose is to improve...

  10. Heterogeneous chromium catalysts

    NARCIS (Netherlands)

    2005-01-01

    The present invention relates to a heterogeneous chromium catalyst system for the polymerisation of ethylene and/or alpha olefins prepared by the steps of: (a) providing a silica-containing support, (b) treating the silica-containing support with a chromium compound to form a chromium-based silica-c

  11. Information and Heterogeneous Beliefs

    DEFF Research Database (Denmark)

    Christensen, Peter Ove; Qin, Zhenjiang

    2014-01-01

    In an incomplete market with heterogeneous prior beliefs, we show public information can have a substantial impact on the ex ante cost of capital, trading volume, and investor welfare. The Pareto effcient public information system is the system enjoying the maximum ex ante cost of capital and the...

  12. Heterogeneity of Dutch rainfall

    NARCIS (Netherlands)

    Witter, J.V.

    1984-01-01

    Rainfall data for the Netherlands have been used in this study to investigate aspects of heterogeneity of rainfall, in particular local differences in rainfall levels, time trends in rainfall, and local differences in rainfall trend. The possible effect of urbanization and industrialization on the

  13. Receiver Heterogeneity Helps

    DEFF Research Database (Denmark)

    Kovács, Erika R.; Pedersen, Morten Videbæk; Roetter, Daniel Enrique Lucani;

    2014-01-01

    Heterogeneity amongst devices and desired service are commonly seen as a source of additional challenges for setting up an efficient multi-layer multicast service. In particular, devices requiring only the base layer can become a key bottleneck to the performance for other devices. This paper...

  14. "Tacit Knowledge" versus "Explicit Knowledge"

    DEFF Research Database (Denmark)

    Sanchez, Ron

    2004-01-01

    This paper explains two fundamental approaches to knowledge management. The tacitknowledge approach emphasizes understanding the kinds of knowledge that individualsin an organization have, moving people to transfer knowledge within an organization,and managing key individuals as knowledge creators...... and carriers. By contrast, theexplicit knowledge approach emphasizes processes for articulating knowledge held byindividuals, the design of organizational approaches for creating new knowledge, andthe development of systems (including information systems) to disseminate articulatedknowledge within...... an organization. The relative advantages and disadvantages of bothapproaches to knowledge management are summarized. A synthesis of tacit andknowledge management approaches is recommended to create a hybrid design for theknowledge management practices in a given organization....

  15. Intentionality, Representation, and Anticipation

    Science.gov (United States)

    De Preester, Helena

    2002-09-01

    Both Brentano and Merleau-Ponty have developed an account of intentionality, which nevertheless differ profoundly in the following respect. According to Brentano, intentionality mainly is a matter of mental presentations. This marks the beginning of phenomenology's difficult relation with the nature of the intentional reference. Merleau-Ponty, on the other hand, has situated intentionality on the level of the body, a turn which has important implications for the nature of intentionality. Intentionality no longer is primarily based on having (re)presentations, but is rooted in the dynamics of the living body. To contrast those approaches enables us to make clear in what way intentionality is studied nowadays. On the one hand, intentionality is conceived of as a matter of formal-syntactical causality in cognitive science, and in particular in classical-computational theory. On the other hand, a interactivist approach offers a more Merleau-Ponty-like point of view, in which autonomy, embodiment and interaction are stressed.

  16. Going beyond representational anthropology

    DEFF Research Database (Denmark)

    Winther, Ida Wentzel

    an education. There is a close connection between: 1) The dream and the desire for education; 2) Mobility (away from the family, home and friends in a very young age for getting an education; 3) Transforming a new and unknown site and space into a known place, where one can make one-self at home ('home one......Going beyond representational anthropology: Re-presenting bodily, emotional and virtual practices in everyday life. Separated youngsters and families in Greenland Greenland is a huge island, with a total of four high-schools. Many youngsters (age 16-18) move far away from home in order to get...... transformation work into the young people and their families. In this presentation I want to screen two sequences from the film, in order to show and clarify how mobility and transformation are made and dealt with both from the youngsters’ and their parents’ perspectives, but in asynchronous loups. I want...

  17. Linear recursive distributed representations.

    Science.gov (United States)

    Voegtlin, Thomas; Dominey, Peter F

    2005-09-01

    Connectionist networks have been criticized for their inability to represent complex structures with systematicity. That is, while they can be trained to represent and manipulate complex objects made of several constituents, they generally fail to generalize to novel combinations of the same constituents. This paper presents a modification of Pollack's Recursive Auto-Associative Memory (RAAM), that addresses this criticism. The network uses linear units and is trained with Oja's rule, in which it generalizes PCA to tree-structured data. Learned representations may be linearly combined, in order to represent new complex structures. This results in unprecedented generalization capabilities. Capacity is orders of magnitude higher than that of a RAAM trained with back-propagation. Moreover, regularities of the training set are preserved in the new formed objects. The formation of new structures displays developmental effects similar to those observed in children when learning to generalize about the argument structure of verbs.

  18. Computer aided surface representation

    Energy Technology Data Exchange (ETDEWEB)

    Barnhill, R.E.

    1990-02-19

    The central research problem of this project is the effective representation, computation, and display of surfaces interpolating to information in three or more dimensions. If the given information is located on another surface, then the problem is to construct a surface defined on a surface''. Sometimes properties of an already defined surface are desired, which is geometry processing''. Visualization of multivariate surfaces is possible by means of contouring higher dimensional surfaces. These problems and more are discussed below. The broad sweep from constructive mathematics through computational algorithms to computer graphics illustrations is utilized in this research. The breadth and depth of this research activity makes this research project unique.

  19. Preschool Children's Participation in Representational and Non-Representational Activities

    Science.gov (United States)

    Braswell, Gregory S.

    2017-01-01

    The present study examined representational and non-representational activities in which children in a Head Start classroom participated. This was an investigation from the perspective of cultural-historical activity theory of how components (e.g. artifacts and division of labour) of classroom activities vary across and within types of activities.…

  20. Proposed Representation Approach Based on Description Logics Formalism

    Directory of Open Access Journals (Sweden)

    Yasser Yahiaoui

    2016-05-01

    Full Text Available The most familiar concept in Artificial intelligence is the knowledges representation. It aims to find explicit symbolization covering all semantic aspects of knowledge, and to make possible the use of this representation to produce an intelligent behavior like reasoning. The most important constraint is the usability of the representation; it’s why the structures used must be well defined to facilitate manipulation for reasoning algorithms which leads to facilitate their implementation. In this paper we propose a new approach based on the description logics formalism for the goal of simplification of description logics system implementation. This approach can reduce the complexity of reasoning Algorithm by the vectorisation of concept definition based on the subsumption hierarchy.