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Sample records for facebook wall tweet

  1. Tweets and Facebook Posts, the Novelty Techniques in the Creation of Origin-Destination Models

    Science.gov (United States)

    Malema, H. K.; Musakwa, W.

    2016-06-01

    Social media and big data have emerged to be a useful source of information that can be used for planning purposes, particularly transportation planning and trip-distribution studies. Cities in developing countries such as South Africa often struggle with out-dated, unreliable and cumbersome techniques such as traffic counts and household surveys to conduct origin and destination studies. The emergence of ubiquitous crowd sourced data, big data, social media and geolocation based services has shown huge potential in providing useful information for origin and destination studies. Perhaps such information can be utilised to determine the origin and destination of commuters using the Gautrain, a high-speed railway in Gauteng province South Africa. To date little is known about the origins and destinations of Gautrain commuters. Accordingly, this study assesses the viability of using geolocation-based services namely Facebook and Twitter in mapping out the network movements of Gautrain commuters. Explorative Spatial Data Analysis (ESDA), Echo-social and ArcGis software were used to extract social media data, i.e. tweets and Facebook posts as well as to visualize the concentration of Gautrain commuters. The results demonstrate that big data and geolocation based services have the significant potential to predict movement network patterns of commuters and this information can thus, be used to inform and improve transportation planning. Nevertheless use of crowd sourced data and big data has privacy concerns that still need to be addressed.

  2. TWEETS AND FACEBOOK POSTS, THE NOVELTY TECHNIQUES IN THE CREATION OF ORIGIN-DESTINATION MODELS

    Directory of Open Access Journals (Sweden)

    H. K. Malema

    2016-06-01

    Full Text Available Social media and big data have emerged to be a useful source of information that can be used for planning purposes, particularly transportation planning and trip-distribution studies. Cities in developing countries such as South Africa often struggle with out-dated, unreliable and cumbersome techniques such as traffic counts and household surveys to conduct origin and destination studies. The emergence of ubiquitous crowd sourced data, big data, social media and geolocation based services has shown huge potential in providing useful information for origin and destination studies. Perhaps such information can be utilised to determine the origin and destination of commuters using the Gautrain, a high-speed railway in Gauteng province South Africa. To date little is known about the origins and destinations of Gautrain commuters. Accordingly, this study assesses the viability of using geolocation-based services namely Facebook and Twitter in mapping out the network movements of Gautrain commuters. Explorative Spatial Data Analysis (ESDA, Echo-social and ArcGis software were used to extract social media data, i.e. tweets and Facebook posts as well as to visualize the concentration of Gautrain commuters. The results demonstrate that big data and geolocation based services have the significant potential to predict movement network patterns of commuters and this information can thus, be used to inform and improve transportation planning. Nevertheless use of crowd sourced data and big data has privacy concerns that still need to be addressed.

  3. Facebook

    DEFF Research Database (Denmark)

    Sørensen, Estrid

    2009-01-01

    En teknologi som Facebook bliver af de fleste forstået som en 'teknologi for alle'. At dette ikke stemmer overens med virkeligheden viser artiklen gennem en case om en studerende, som på grund af sin mangetydlige identitet, ikke passer ind i Facebook offentligheden.......En teknologi som Facebook bliver af de fleste forstået som en 'teknologi for alle'. At dette ikke stemmer overens med virkeligheden viser artiklen gennem en case om en studerende, som på grund af sin mangetydlige identitet, ikke passer ind i Facebook offentligheden....

  4. Mirror, mirror on my Facebook wall: effects of exposure to Facebook on self-esteem.

    Science.gov (United States)

    Gonzales, Amy L; Hancock, Jeffrey T

    2011-01-01

    Contrasting hypotheses were posed to test the effect of Facebook exposure on self-esteem. Objective Self-Awareness (OSA) from social psychology and the Hyperpersonal Model from computer-mediated communication were used to argue that Facebook would either diminish or enhance self-esteem respectively. The results revealed that, in contrast to previous work on OSA, becoming self-aware by viewing one's own Facebook profile enhances self-esteem rather than diminishes it. Participants that updated their profiles and viewed their own profiles during the experiment also reported greater self-esteem, which lends additional support to the Hyperpersonal Model. These findings suggest that selective self-presentation in digital media, which leads to intensified relationship formation, also influences impressions of the self.

  5. ??????? ?? ??????????? ?????????? ????????? ???????? ????? ???????? ? Facebook

    OpenAIRE

    ????????, ?????????; ???????, ???????

    2016-01-01

    In this article the actual problem of advertising development in social network Facebook is researched. The strategy and tactics is planned of advertising campaign of information resource school of art.

  6. Facebook

    DEFF Research Database (Denmark)

    Konzack, Lars

    2013-01-01

    Alt i alt er det en vellykket bog om Facebook. Det hjælper, at man har valgt et så klart emneområde, så artiklerne ikke stikker ud i alle retninger. Men det har måske den uheldige virkning, at mange artikler kommer til at gentage de samme pointer om funktionaliteten i Facebook. Det kan man dog godt...

  7. Expanding beyond Our Library Walls: Building an Active Online Community through Facebook

    Science.gov (United States)

    Ganster, Ligaya; Schumacher, Bridget

    2009-01-01

    This article demonstrates how Facebook, a popular social networking Web site, provides libraries with the opportunity to develop an outreach presence and information portal within an online community. While much of the recent literature examines Facebook and defines its potential use within libraries, this article focuses on the use of Facebook's…

  8. The Writing on the Wall: Using a Facebook Group to Promote Student Achievement

    Science.gov (United States)

    O'Bannon, Blanche; Britt, Virginia; Beard, Jeffrey

    2014-01-01

    This study examined the effectiveness of using a Facebook group to increase preservice teachers' knowledge when one was used as a forum to share, answer, and discuss content-related questions in a technology course required for all students seeking teacher licensure. Further, it examined the students' prior use of Facebook groups, how…

  9. TweetNaCl : a crypto library in 100 tweets

    NARCIS (Netherlands)

    Bernstein, D.J.; van Gastel, B.; Janssen, W.; Lange, T.; Schwabe, P.; Smetsers, S.; Aranha, D.F.; Menezes, A.

    2015-01-01

    This paper introduces TweetNaCl, a compact reimplementation of the NaCl library, including all 25 of the NaCl functions used by applications. TweetNaCl is published on Twitter and fits into just 100 tweets; the tweets are available from anywhere, any time, in an unsuspicious way. Distribution via

  10. Putting up emotional (Facebook) walls? Attachment status and emerging adults' experiences of social networking sites.

    Science.gov (United States)

    Nitzburg, George C; Farber, Barry A

    2013-11-01

    Social networking sites (SNS) like Facebook can increase interpersonal connections but also intensify jealousy, envy, and surveillance behaviors. Attachment styles may help explain differences in experiencing SNS. This study investigated the role of attachment in influencing emerging adults' perceptions and feelings about SNS and their disclosures on SNS. Disorganized and anxious attachment predicted subjects' use of SNS to avoid more personal face-to-face communication, suggesting individuals with these tendencies use SNS to hold relationships at a psychological arm's distance. Anxious attachment also predicted feelings of intimacy when using SNS, perhaps reflecting online needs for comfort from others. A case narrative is presented to show how those with insecure attachment patterns may struggle to avoid interpersonal conflict when being continuously presented with ambiguous social information. © 2013 Wiley Periodicals, Inc.

  11. The Valence of Self-Generated (Status Updates) and Other-Generated (Wall-Posts) Information Determines Impression Formation on Facebook

    Science.gov (United States)

    Rosenthal-Stott, Harriet E. S.; Dicks, Rea E.; Fielding, Lois S.

    2015-01-01

    We examined whether self-generated (status updates) or other-generated (wall-posts) information on Facebook influenced the impression formed of the target individual. Along with examining reliance on particular types of information, we explored the valence (positive/ neutral/ negative) of the information, as reliance on self-generated or other-generated information may depend on whether self-presentation is perceived (i.e., presenting oneself positively / not negatively). Self-presentation may be perceived if the targets have positive/ neutral statuses, while negative statuses would indicate a lack of self-presentation. In line with previous research, participants should rely on other-generated information (wall-posts) to form an impression when participants are viewed to have self-presented (positive / neutral status updates), as this information could be viewed as unreliable. Forty participants rated nine Facebook profiles where statuses and wall-posts portrayed personality traits varying in valence. Each profile consisted of a neutral profile photo, three status updates (all positive, negative, or neutral) and three wall-posts (all positive, negative, or neutral). Materials were established in two pilots. Impression formation was measured as perceived social, task, and physical attractiveness of the target individual. Participants also ranked the profiles for likeability. Supporting our expectations, other-generated information (wall-posts) dominated impression formation for social attractiveness when self-generated information (status updates) was positive/ neutral. Task attractiveness was affected by information valence, regardless of source (self or other). Despite the inclusion of neutral photos, physical attractiveness was affected by self-generated information, with negative statuses lowering physical attractiveness. We suggest that these findings have implications for impression formation beyond the Facebook setting. The 557 traits analyzed in Pilot 1 are

  12. Tweeting News Articles

    Directory of Open Access Journals (Sweden)

    Marco Toledo Bastos

    2013-09-01

    Full Text Available In this article we investigate the impact of social media readership to the editorial profile of newspapers. We analyze tweets containing links to news articles from eight of the largest national newspapers in the United States, United Kingdom, Spain, Brazil, and Germany. The data collection follows the first two weeks of October 2012 and includes 2,842,699 tweets with links to news articles. Twitter-shortened links were resolved using a three-pass routine and assigned to 1 of the 21 newspaper sections. We found the concentration of links to news articles posted by top users to be lower than reported in the literature and the strategy of relaying headlines on Twitter via automatic news aggregators (feeds to be inefficient. The results of this investigation show which sections of a newspaper are the most and least read by readers in different parts of the world, with German readers placing greater emphasis on Politics and Economy; Brazilians on Sports and Arts; Spaniards on Local and National news; Britons and Americans on Opinion and World news. We also found that German and Spanish readers are more likely to read multiple national newspapers, while British readers more often resort to foreign sources of news. The results confirm that feedback to news items from a large user base is pivotal for the replication of content and that newspapers and news items can be clustered according to the editorial profile and principles of newsworthiness inherited from legacy media. The results of this investigation shed light onto the networked architecture of journalism that increasingly depends on readership agency.

  13. "Post It on the Wall!": Using Facebook to Complement Student Learning in Gender and Women's Studies Courses

    Science.gov (United States)

    Alexander, Susan M.; Sapra, Sonalini

    2013-01-01

    College professors, including those in women's studies, are increasingly implementing pedagogical methods that include online social networking tools such as YouTube, Facebook, Friendster, Del.icio.us, blogs, etc., to enhance face-to-face discussions in the classroom. The sharing of up-to-the-minute information on a site that students are already…

  14. Just Keep Tweeting

    DEFF Research Database (Denmark)

    van Gorp, Annemijn F.; Pogrebnyakov, Nicolai; Maldonado, Edgar A.

    2015-01-01

    This study investigates how emergency response organizations use social media during emergency preparedness and response. Using qualitative (interviews and documents) and quantitative (Facebook posts) data, the study identifies several uses of social media in emergency preparedness and emergency...... of the organization during the emergency preparedness phase was found to be an important aspect of information dissemination, and helps social media to be useful tool to connect with the public and other organizations during the emergency response phase. Nevertheless, social media use in the emergency response domain...... management, as well as the organizational context that affects this use. Findings indicate that social media support various purposes of use, including information dissemination, obtaining input from the public and other organizations, and participation by other emergency response organizations. Branding...

  15. Reconsidering Facebook

    Directory of Open Access Journals (Sweden)

    Hilary Davis

    2011-01-01

    Full Text Available Last year there was a revolt against Facebook. Lots of people were weighing the pros and cons of becoming a Facebook dropout, including librarians. For many of these detractors and potential detractors of Facebook, the disjunct structure of personal and professional identity was no longer holding up under the pressure of Facebook’s urgings to reveal [...

  16. Reconsidering Facebook

    OpenAIRE

    Hilary Davis

    2011-01-01

    Last year there was a revolt against Facebook. Lots of people were weighing the pros and cons of becoming a Facebook dropout, including librarians. For many of these detractors and potential detractors of Facebook, the disjunct structure of personal and professional identity was no longer holding up under the pressure of Facebook’s urgings to reveal [...

  17. Randomised controlled trial evaluation of Tweet2Quit: a social network quit-smoking intervention.

    Science.gov (United States)

    Pechmann, Cornelia; Delucchi, Kevin; Lakon, Cynthia M; Prochaska, Judith J

    2017-03-01

    We evaluated a novel Twitter-delivered intervention for smoking cessation, Tweet2Quit, which sends daily, automated communications to small, private, self-help groups to encourage high-quality, online, peer-to-peer discussions. A 2-group randomised controlled trial assessed the net benefit of adding a Tweet2Quit support group to a usual care control condition of nicotine patches and a cessation website. Participants were 160 smokers (4 cohorts of 40/cohort), aged 18-59 years, who intended to quit smoking, used Facebook daily, texted weekly, and had mobile phones with unlimited texting. All participants received 56 days of nicotine patches, emails with links to the smokefree.gov cessation website, and instructions to set a quit date within 7 days. Additionally, Tweet2Quit participants were enrolled in 20-person, 100-day Twitter groups, and received daily discussion topics via Twitter, and daily engagement feedback via text. The primary outcome was sustained abstinence at 7, 30 and 60 days post-quit date. Participants (mean age 35.7 years, 26.3% male, 31.2% college degree, 88.7% Caucasian) averaged 18.0 (SD=8.2) cigarettes per day and 16.8 (SD=9.8) years of smoking. Participants randomised to Tweet2Quit averaged 58.8 tweets/participant and the average tweeting duration was 47.4 days/participant. Tweet2Quit doubled sustained abstinence out to 60 days follow-up (40.0%, 26/65) versus control (20.0%, 14/70), OR=2.67, CI 1.19 to 5.99, p=0.017. Tweeting via phone predicted tweet volume, and tweet volume predicted sustained abstinence (p<0.001). The daily autocommunications caused tweeting spikes accounting for 24.0% of tweets. Tweet2Quit was engaging and doubled sustained abstinence. Its low cost and scalability makes it viable as a global cessation treatment. NCT01602536. Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://www.bmj.com/company/products-services/rights-and-licensing/.

  18. Facebook-to-Facebook

    DEFF Research Database (Denmark)

    Abatayo, Anna Lou; Lynham, John; Sherstyuk, Katerina

    2018-01-01

    Direct face-to-face communication has traditionally been found to be more effective for fostering economic cooperation than any form of indirect, mediated communication. We inquire whether this is still the case since most young adults routinely use texting and online social media to communicate...... with each other. We find that young adults in our laboratory public goods experiment are just as adept at finding and sustaining cooperative agreements when communicating within a Facebook group and through online chat as they are in person....

  19. Facebook Effect

    OpenAIRE

    STOICA, Anamaria

    2011-01-01

    This research paper is intended to understand the effects that Facebook, the social networking site has upon us, whether it influences our lives in a good or in a bad way. In order to understand the Facebook Effect we are trying to see how it impacts our lives at economic level,social level, political level, terminology level , psychological level and cultural level . Starting from the question : What does Facebook want? we found several answers consisting in pros and cons of this phenomenon ...

  20. [Facebook addiction].

    Science.gov (United States)

    Dávid, Balázs; Körmendi, Attila

    2018-01-01

    Among behavioural addictions, addiction towards social media sites are identified, which are subtypes of compulsive internet usage. Among these, the most significant is the so-called Facebook addiction. Scientific experts agree, that this new phenomenon hasn't been known in detail yet, so it needs intensified scientific exploration. Different aspects of the personality are inclined to raise the probability of developing Facebook addiction. Neurotic and narcissistic traits of the personality are modifying the characteristic of Facebook use, and by this tendency, risk the individual for developing addiction. Our study aimed at measuring Facebook addiction properly, moreover to identifiy the maladaptive characteristics of Facebook use which are salient in the addiction. Our sample consisted of 117 secondary school students. To measure Facebook addiction we used the Hungarian translated version of the Bergen Facebook Addiction Scale. To examine the special neurotic and narcissistic signs of Facebook usage we have developed our own questionniare. We measured neurotic personality traits with the MMPI "Psychasthenia" scale and we measured narcissism with the NPI-16. According to our results, narcissism and neurotic personality traits influence the use of Facebook and the maladaptive usage mediates the addiction.

  1. Bibliographic Analysis of Nature Based on Twitter and Facebook Altmetrics Data.

    Science.gov (United States)

    Xia, Feng; Su, Xiaoyan; Wang, Wei; Zhang, Chenxin; Ning, Zhaolong; Lee, Ivan

    2016-01-01

    This paper presents a bibliographic analysis of Nature articles based on altmetrics. We assess the concern degree of social users on the Nature articles through the coverage analysis of Twitter and Facebook by publication year and discipline. The social media impact of a Nature article is examined by evaluating the mention rates on Twitter and on Facebook. Moreover, the correlation between tweets and citations is analyzed by publication year, discipline and Twitter user type to explore factors affecting the correlation. The results show that Twitter users have a higher concern degree on Nature articles than Facebook users, and Nature articles have higher and faster-growing impact on Twitter than on Facebook. The results also show that tweets and citations are somewhat related, and they mostly measure different types of impact. In addition, the correlation between tweets and citations highly depends on publication year, discipline and Twitter user type.

  2. Facebook and Public Health

    DEFF Research Database (Denmark)

    Straton, Nadiya; Vatrapu, Ravi; Mukkamala, Raghava Rao

    2017-01-01

    This paper reports on a survey about the perceptions and practices of social media managers and experts in the area of public health. We have collected Facebook data from 153 public health care organizations and conducted a survey on them. 12% of organizations responded to the questionnaire....... The survey results were combined with the findings from our previous work of applying clustering and supervised learning algorithms on big social data from the official Facebook walls of these organizations. In earlier research, we showed that the most successful strategy that leads to higher post engagement...... is visual content. In this paper, we investigated if organisations pursue this strategy or some other strategy that was successful and has not been uncovered by the machine learning algorithms. Performance of each organisation on Facebook is based on the number of posts (volume share) and the number...

  3. NEED4Tweet: A Twitterbot for Tweets Named Entity Extraction and Disambiguation

    NARCIS (Netherlands)

    Habib, Mena Badieh; van Keulen, Maurice

    In this demo paper, we present NEED4Tweet, a Twitterbot for named entity extraction (NEE) and disambiguation (NED) for Tweets. The straightforward application of state-of-the-art extraction and disambiguation approaches on informal text widely used in Tweets, typically results in significantly

  4. Using Tweets for Assigning Sentiments to Regions

    NARCIS (Netherlands)

    Tjong Kim Sang, Erik

    2014-01-01

    We derive a sentiment lexicon for Dutch tweets and apply the lexicon for classifying Dutch tweets as positive, negative or neutral. The classifier enables us to test what regions in the Netherlands and Flanders express more positive sentiment on Twitter than others. The results reveal sentiment

  5. Personalized Time-Aware Tweets Summarization

    NARCIS (Netherlands)

    Ren, Z.; Liang, S.; Meij, E.; de Rijke, M.

    2013-01-01

    We focus on the problem of selecting meaningful tweets given a user's interests; the dynamic nature of user interests, the sheer volume, and the sparseness of individual messages make this an challenging problem. Specifically, we consider the task of time-aware tweets summarization, based on a

  6. Tweets clustering using latent semantic analysis

    Science.gov (United States)

    Rasidi, Norsuhaili Mahamed; Bakar, Sakhinah Abu; Razak, Fatimah Abdul

    2017-04-01

    Social media are becoming overloaded with information due to the increasing number of information feeds. Unlike other social media, Twitter users are allowed to broadcast a short message called as `tweet". In this study, we extract tweets related to MH370 for certain of time. In this paper, we present overview of our approach for tweets clustering to analyze the users' responses toward tragedy of MH370. The tweets were clustered based on the frequency of terms obtained from the classification process. The method we used for the text classification is Latent Semantic Analysis. As a result, there are two types of tweets that response to MH370 tragedy which is emotional and non-emotional. We show some of our initial results to demonstrate the effectiveness of our approach.

  7. Facebook Faceoff

    Science.gov (United States)

    Technology & Learning, 2009

    2009-01-01

    This article presents excerpts from a forum debate on techlearning.com. The contributors of the forum discuss whether social networking has a place in schools and whether sites like Facebook are healthy, safe places for the children to hang out. They also discuss the pros and cons of social networking in the K-12 school environment.

  8. TweetGenie: Development, Evaluation, and Lessons Learned

    NARCIS (Netherlands)

    Nguyen, Dong-Phuong; Trieschnigg, Rudolf Berend; Meder, Theo

    2014-01-01

    TweetGenie is an online demo that infers the gender and age of Twitter users based on their tweets. TweetGenie was able to attract thousands of visitors. We collected data by asking feedback from visitors and launching an online game. In this paper, we describe the development of TweetGenie and

  9. Facebook asiakaspalvelukanavana

    OpenAIRE

    Matilainen, Noora

    2015-01-01

    Tämän opinnäytetyön aiheena on sosiaalinen media ja sen tarjoamat mahdollisuudet asiakaspalve-lualalla. Aihetta rajattiin niin, että sosiaalisen median kanavaksi valittiin pelkästään Facebook, jotta opinnäytetyöstä ei tulisi liian laaja. Näin myös taattiin luotettavammat tutkimustulokset yhden suosituimman sosiaalisen median kanavan kautta. Tavoitteena oli saada aitoja kuluttajien mielipi-teitä Facebookista asiakaspalvelukanavavana. Opinnäytetyö toteutettiin osana suurempaa hanketta ”Ku...

  10. Sentiment analysis on tweets for social events

    DEFF Research Database (Denmark)

    Zhou, Xujuan; Tao, Xiaohui; Yong, Jianming

    2013-01-01

    Sentiment analysis or opinion mining is an important type of text analysis that aims to support decision making by extracting and analyzing opinion oriented text, identifying positive and negative opinions, and measuring how positively or negatively an entity (i.e., people, organization, event......, location, product, topic, etc.) is regarded. As more and more users express their political and religious views on Twitter, tweets become valuable sources of people's opinions. Tweets data can be efficiently used to infer people's opinions for marketing or social studies. This paper proposes a Tweets...... Sentiment Analysis Model (TSAM) that can spot the societal interest and general people's opinions in regard to a social event. In this paper, Australian federal election 2010 event was taken as an example for sentiment analysis experiments. We are primarily interested in the sentiment of the specific...

  11. Facebook marketing communications plan for Ladies Gym

    OpenAIRE

    Orelma, Lilja

    2016-01-01

    Ladies Gym is a gym located in Vantaa, Finland. Until now, the company’s marketing actions have been limited to occasional e-mail newsletters, posters on the walls of the gym, and a newspaper advertisement once a year. The outcome of this thesis is a Facebook marketing communications plan that will be implemented by the company. Marketing communications and B-2-C relationship management are covered in the theoretical framework. Facebook as a marketing communications tool is covered in mor...

  12. Teacher Tweets Improve Achievement for Eighth Grade Science Students

    Directory of Open Access Journals (Sweden)

    Carol Van Vooren

    2013-02-01

    Full Text Available In the Digital Age teachers have fallen far behind the technical skills of their "digital native" students. The implementation of technology as a tool for classroom communication is foreign for most teachers, but highly preferred by students. While teenagers are using Facebook, Twitter, and other social networks to communicate, teachers continue to respond through face-to-face conversations, telephone calls, and email messaging. Twitter, a platform for short message service text, is an online social network site that allows users to send and receive messages using 140 characters or less called Tweets. To analyze the relationship of the teacher's use of Twitter with student academic achievement, a correlation study conducted by Bess collected data from two matched samples of eighth grade science students: one utilizing Twitter and one not utilizing Twitter to reinforce classroom instruction. Two tests matching the science standards were given to both samples of students. The results of the tests were used as primary data. The findings suggested a positive correlation between the use of Twitter and student performance on the standardized tests. Implications for this study indicate that young teenagers may prefer Twitter as a mode of communication with their teacher, resulting in higher academic achievement in a middle school science class.

  13. Qualitative Twitter analysis of participants, tweet strategies, and tweet content at a major urologic conference.

    Science.gov (United States)

    Borgmann, Hendrik; Woelm, Jan-Henning; Merseburger, Axel; Nestler, Tim; Salem, Johannes; Brandt, Maximilian P; Haferkamp, Axel; Loeb, Stacy

    2016-01-01

    The microblogging social media platform Twitter is increasingly being adopted in the urologic field. We aimed to analyze participants, tweet strategies, and tweet content of the Twitter discussion at a urologic conference. A comprehensive analysis of the Twitter activity at the European Association of Urology Congress 2013 (#eau2013) was performed, including characteristics of user profiles, engagement and popularity measurements, characteristics and timing of tweets, and content analysis. Of 218 Twitter contributors, doctors (45%) were the most frequent, ahead of associations (15%), companies (10%), and journals (3%). However, journals had the highest tweet/participant rate (22 tweets/participant), profile activity (median: 1177, total tweets, 1805 followers, 979 following), and profile popularity (follower/following ratio: 2.1; retweet rank percentile: 96%). Links in a profile were associated with higher engagement (panalysis of a single conference analysis, assessment of global profile and not domain-specific activity, and the rapid evolution in Twitter-using habits. Results of this single conference qualitative analysis are promising for an enrichment of the scientific discussions at urologic conferences through the use of Twitter.

  14. Online Influence and Sentiment of Fitness Tweets: Analysis of Two Million Fitness Tweets.

    Science.gov (United States)

    Vickey, Theodore; Breslin, John G

    2017-10-31

    Publicly available fitness tweets may provide useful and in-depth insights into the real-time sentiment of a person's physical activity and provide motivation to others through online influence. The goal of this experimental approach using the fitness Twitter dataset is two-fold: (1) to determine if there is a correlation between the type of activity tweet (either workout or workout+, which contains the same information as a workout tweet but has additional user-generated information), gender, and one's online influence as measured by Klout Score and (2) to examine the sentiment of the activity-coded fitness tweets by looking at real-time shared thoughts via Twitter regarding their experiences with physical activity and the associated mobile fitness app. The fitness tweet dataset includes demographic and activity data points, including minutes of activity, Klout Score, classification of each fitness tweet, the first name of each fitness tweet user, and the tweet itself. Gender for each fitness tweet user was determined by a first name comparison with the US Social Security Administration database of first names and gender. Over 184 days, 2,856,534 tweets were collected in 23 different languages. However, for the purposes of this study, only the English-language tweets were analyzed from the activity tweets, resulting in a total of 583,252 tweets. After assigning gender to Twitter usernames based on the Social Security Administration database of first names, analysis of minutes of activity by both gender and Klout influence was determined. The mean Klout Score for those who shared their workout data from within four mobile apps was 20.50 (13.78 SD), less than the general Klout Score mean of 40, as was the Klout Score at the 95th percentile (40 vs 63). As Klout Score increased, there was a decrease in the number of overall workout+ tweets. With regards to sentiment, fitness-related tweets identified as workout+ reflected a positive sentiment toward physical activity

  15. Evolution Characteristics of the Network Core in the Facebook

    OpenAIRE

    Liu, Jian-Guo; Ren, Zhuo-Ming; Guo, Qiang; Chen, Duan-Bing

    2014-01-01

    Statistical properties of the static networks have been extensively studied. However, online social networks are evolving dynamically, understanding the evolving characteristics of the core is one of major concerns in online social networks. In this paper, we empirically investigate the evolving characteristics of the Facebook core. Firstly, we separate the Facebook-link(FL) and Facebook-wall(FW) datasets into 28 snapshots in terms of timestamps. By employing the k-core decomposition method t...

  16. Tagging Named Entities in Croatian Tweets

    Directory of Open Access Journals (Sweden)

    Krešimir Baksa

    2017-01-01

    Full Text Available Named entity extraction tools designed for recognizing named entities in texts written in standard language (e.g., news stories or legal texts have been shown to be inadequate for user-generated textual content (e.g., tweets, forum posts. In this work, we propose a supervised approach to named entity recognition and classification for Croatian tweets. We compare two sequence labelling models: a hidden Markov model (HMM and conditional random fields (CRF. Our experiments reveal that CRF is the best model for the task, achieving a very good performance of over 87% micro-averaged F1 score. We analyse the contributions of different feature groups and influence of the training set size on the performance of the CRF model.

  17. Quantifying collective attention from tweet stream.

    Directory of Open Access Journals (Sweden)

    Kazutoshi Sasahara

    Full Text Available Online social media are increasingly facilitating our social interactions, thereby making available a massive "digital fossil" of human behavior. Discovering and quantifying distinct patterns using these data is important for studying social behavior, although the rapid time-variant nature and large volumes of these data make this task difficult and challenging. In this study, we focused on the emergence of "collective attention" on Twitter, a popular social networking service. We propose a simple method for detecting and measuring the collective attention evoked by various types of events. This method exploits the fact that tweeting activity exhibits a burst-like increase and an irregular oscillation when a particular real-world event occurs; otherwise, it follows regular circadian rhythms. The difference between regular and irregular states in the tweet stream was measured using the Jensen-Shannon divergence, which corresponds to the intensity of collective attention. We then associated irregular incidents with their corresponding events that attracted the attention and elicited responses from large numbers of people, based on the popularity and the enhancement of key terms in posted messages or "tweets." Next, we demonstrate the effectiveness of this method using a large dataset that contained approximately 490 million Japanese tweets by over 400,000 users, in which we identified 60 cases of collective attentions, including one related to the Tohoku-oki earthquake. "Retweet" networks were also investigated to understand collective attention in terms of social interactions. This simple method provides a retrospective summary of collective attention, thereby contributing to the fundamental understanding of social behavior in the digital era.

  18. Kundsupport via Facebook

    OpenAIRE

    Häggström, Lukas; Rönnmark, Marcus

    2014-01-01

    This study analyses how different companies offer customer support through social media andthe customer experience of it.Facebook emerged in Sweden during 2008 and today it has more than 800 million user acrossthe globe. Initially Facebook was created for individuals. However, over time, Facebook hasincreased its functionality to support the presence of companies as well. Today most companieshas got a Facebook page and through it, they can easily communicate with their customers.Customer supp...

  19. How students use Facebook

    NARCIS (Netherlands)

    Wesseling-Weijers, N.F.

    2012-01-01

    This study investigates the way in which first year students use Facebook. An overview of recent studies on Facebook usage and a survey is presented. The latter is an online questionnaire on the Facebook activities of 618 students (78.6 % of all first year students) of the Media department of

  20. Facebook Groups as an Academic Teaching Aid: Case Study and Recommendations for Educators

    Science.gov (United States)

    Miron, Eli; Ravid, Gilad

    2015-01-01

    The move from a walled garden type Learning Management Systems (LMS) to open environments (like Facebook) forces us to adapt new teaching ways. This article offers a brief review of the use of Facebook groups in learning, describes the experience of using Facebook groups in an academic institute, explains the considerations for choosing the type…

  1. The presence of academic health sciences libraries on Facebook: the relationship between content and library popularity.

    Science.gov (United States)

    Garcia-Milian, Rolando; Norton, Hannah F; Tennant, Michele R

    2012-01-01

    Social networks such as Facebook allow libraries to be proactive in reaching their users. While some libraries have popular Facebook pages, it remains unclear what attracts users to these pages. This study evaluates relationships between libraries' Facebook page content and popularity. An analysis of 72 academic health sciences libraries' Facebook pages showed positive correlations between number of library fans and number of tabs, photos, events, and wall posts on Facebook. Libraries posting videos had significantly more fans than libraries without them. This study contributes to an understanding of correlations between content and popularity on Facebook, with implications for library outreach.

  2. Are Health-Related Tweets Evidence Based? Review and Analysis of Health-Related Tweets on Twitter.

    Science.gov (United States)

    Alnemer, Khalid A; Alhuzaim, Waleed M; Alnemer, Ahmed A; Alharbi, Bader B; Bawazir, Abdulrahman S; Barayyan, Omar R; Balaraj, Faisal K

    2015-10-29

    Health care professionals are utilizing Twitter to communicate, develop disease surveillance systems, and mine health-related information. The immediate users of this health information is the general public, including patients. This necessitates the validation of health-related tweets by health care professionals to ensure they are evidence based and to avoid the use of noncredible information as a basis for critical decisions. The aim of this study was to evaluate health-related tweets on Twitter for validity (evidence based) and to create awareness in the community regarding the importance of evidence-based health-related tweets. All tweets containing health-related information in the Arabic language posted April 1-5, 2015, were mined from Twitter. The tweets were classified based on popularity, activity, interaction, and frequency to obtain 25 Twitter accounts (8 physician accounts, 10 nonofficial health institute accounts, 4 dietitian accounts, and 3 government institute accounts) and 625 tweets. These tweets were evaluated by 3 American Board-certified medical consultants and a score was generated (true/false) and interobserver agreement was calculated. A total of 625 health-related Arabic-language tweets were identified from 8 physician accounts, 10 nonofficial health institute accounts, 4 dietician accounts, and 3 government institute accounts. The reviewers labeled 320 (51.2%) tweets as false and 305 (48.8%) tweets as true. Comparative analysis of tweets by account type showed 60 of 75 (80%) tweets by government institutes, 124 of 201 (61.7%) tweets by physicians, and 42 of 101 (41.6%) tweets by dieticians were true. The interobserver agreement was moderate (range 0.78-0.22). More than half of the health-related tweets (169/248, 68.1%) from nonofficial health institutes and dietician accounts (59/101, 58.4%) were false. Tweets by the physicians were more likely to be rated "true" compared to other groups (PTwitter were found to be false based on expert

  3. Did You Hear the One About the Doctor? An Examination of Doctor Jokes Posted on Facebook

    OpenAIRE

    Davis, Matthew A; Haney, Carol Sue; Weeks, William B; Sirovich, Brenda E; Anthony, Denise L

    2014-01-01

    Background Social networking sites such as Facebook have become immensely popular in recent years and present a unique opportunity for researchers to eavesdrop on the collective conversation of current societal issues. Objective We sought to explore doctor-related humor by examining doctor jokes posted on Facebook. Methods We performed a cross-sectional study of 33,326 monitored Facebook users, 263 (0.79%) of whom posted a joke that referenced doctors on their Facebook wall during a 6-month o...

  4. What are we 'tweeting' about obesity? Mapping tweets with Topic Modeling and Geographic Information System.

    Science.gov (United States)

    Ghosh, Debarchana Debs; Guha, Rajarshi

    2013-01-01

    Public health related tweets are difficult to identify in large conversational datasets like Twitter.com. Even more challenging is the visualization and analyses of the spatial patterns encoded in tweets. This study has the following objectives: How can topic modeling be used to identify relevant public health topics such as obesity on Twitter.com? What are the common obesity related themes? What is the spatial pattern of the themes? What are the research challenges of using large conversational datasets from social networking sites? Obesity is chosen as a test theme to demonstrate the effectiveness of topic modeling using Latent Dirichlet Allocation (LDA) and spatial analysis using Geographic Information System (GIS). The dataset is constructed from tweets (originating from the United States) extracted from Twitter.com on obesity-related queries. Examples of such queries are 'food deserts', 'fast food', and 'childhood obesity'. The tweets are also georeferenced and time stamped. Three cohesive and meaningful themes such as 'childhood obesity and schools', 'obesity prevention', and 'obesity and food habits' are extracted from the LDA model. The GIS analysis of the extracted themes show distinct spatial pattern between rural and urban areas, northern and southern states, and between coasts and inland states. Further, relating the themes with ancillary datasets such as US census and locations of fast food restaurants based upon the location of the tweets in a GIS environment opened new avenues for spatial analyses and mapping. Therefore the techniques used in this study provide a possible toolset for computational social scientists in general and health researchers in specific to better understand health problems from large conversational datasets.

  5. The painful tweet: text, sentiment, and community structure analyses of tweets pertaining to pain.

    Science.gov (United States)

    Tighe, Patrick J; Goldsmith, Ryan C; Gravenstein, Michael; Bernard, H Russell; Fillingim, Roger B

    2015-04-02

    Despite the widespread popularity of social media, little is known about the extent or context of pain-related posts by users of those media. The aim was to examine the type, context, and dissemination of pain-related tweets. We used content analysis of pain-related tweets from 50 cities to unobtrusively explore the meanings and patterns of communications about pain. Content was examined by location and time of day, as well as within the context of online social networks. The most common terms published in conjunction with the term "pain" included feel (n=1504), don't (n=702), and love (n=649). The proportion of tweets with positive sentiment ranged from 13% in Manila to 56% in Los Angeles, CA, with a median of 29% across cities. Temporally, the proportion of tweets with positive sentiment ranged from 24% at 1600 to 38% at 2400, with a median of 32%. The Twitter-based social networks pertaining to pain exhibited greater sparsity and lower connectedness than did those social networks pertaining to common terms such as apple, Manchester United, and Obama. The number of word clusters in proportion to node count was greater for emotion terms such as tired (0.45), happy (0.43), and sad (0.4) when compared with objective terms such as apple (0.26), Manchester United (0.14), and Obama (0.25). Taken together, our results suggest that pain-related tweets carry special characteristics reflecting unique content and their communication among tweeters. Further work will explore how geopolitical events and seasonal changes affect tweeters' perceptions of pain and how such perceptions may affect therapies for pain.

  6. Facebook Application Development For Dummies

    CERN Document Server

    Stay, Jesse

    2011-01-01

    A fun and easy guide to creating the next great Facebook app! Want to build the next runaway Facebook app like Farmville or Mafia Wars? Interested in leveraging Facebook app development as part of a marketing strategy? Whether you want to build your own Facebook app from scratch, extend an existing Facebook app, or create a game, this book gets you up and running in no time. Master the Facebook toolkit, get acquainted with the Facebook Markup and Query languages, navigate the Facebook API-even learn how to make money with your new app!Shows you how to build the next great Facebook application

  7. Flinkhed, facebook og forandringskommunikation

    OpenAIRE

    Vrå, Nadja Grønbjerg; Laursen, Ole Drost; Dybczak, Durita

    2014-01-01

    This thesis examines the communication change potential of the Danish facebook site Fucking Flink (Fucking Friendly) from a social constructionist point of view. The facebook site is an extension of the campaign, Fucking Flink, whose aim is to inspire all Danes to become friendlier. Of all its means of communication Fucking Flink is primarily represented on facebook where most of its on- and offline initiatives are gathered. One of the central elements of the site is the posting of small stor...

  8. Tweeting dignity: A practical theological reflection on Twitter's ...

    African Journals Online (AJOL)

    2017-08-10

    Aug 10, 2017 ... content in which a dynamic interpretation of dignity functions strongly. In the acknowledgement ... Koch, tweeting under the user-name of his puppet @ .... example Twitter and Instagram, have seen the light over the past ... and analyze one per cent of the public generated Tweets every 'streaming second' ...

  9. A content analysis of depression-related Tweets.

    Science.gov (United States)

    Cavazos-Rehg, Patricia A; Krauss, Melissa J; Sowles, Shaina; Connolly, Sarah; Rosas, Carlos; Bharadwaj, Meghana; Bierut, Laura J

    2016-01-01

    This study examines depression-related chatter on Twitter to glean insight into social networking about mental health. We assessed themes of a random sample (n=2,000) of depression-related tweets (sent 4-11 to 5-4-14). Tweets were coded for expression of DSM-5 symptoms for Major Depressive Disorder (MDD). Supportive or helpful tweets about depression was the most common theme (n=787, 40%), closely followed by disclosing feelings of depression (n=625; 32%). Two-thirds of tweets revealed one or more symptoms for the diagnosis of MDD and/or communicated thoughts or ideas that were consistent with struggles with depression after accounting for tweets that mentioned depression trivially. Health professionals can use our findings to tailor and target prevention and awareness messages to those Twitter users in need.

  10. Facebook liker nu VR

    DEFF Research Database (Denmark)

    Bødker, Mads

    2017-01-01

    Facebooks ’Virtual Reality’ Spaces tegner en vision for fremtidens digitale kommunikation og samarbejde, men Facebooks fremtidsplaner varsler måske samtidig døden for smartphonen og andre skærm-baserede teknologier. Og hvorfor have en lille skærm i bukselommen, når man kan have en IMAX-biograf i ...

  11. Facebook Addiction: Onset Predictors.

    Science.gov (United States)

    Biolcati, Roberta; Mancini, Giacomo; Pupi, Virginia; Mugheddu, Valeria

    2018-05-23

    Worldwide, Facebook is becoming increasingly widespread as a communication platform. Young people especially use this social networking site daily to maintain and establish relationships. Despite the Facebook expansion in the last few years and the widespread acceptance of this social network, research into Facebook Addiction (FA) is still in its infancy. Hence, the potential predictors of Facebook overuse represent an important matter for investigation. This study aimed to deepen the understanding of the relationship between personality traits, social and emotional loneliness, life satisfaction, and Facebook addiction. A total of 755 participants (80.3% female; n = 606) aged between 18 and 40 (mean = 25.17; SD = 4.18) completed the questionnaire packet including the Bergen Facebook Addiction Scale, the Big Five, the short version of Social and Emotional Loneliness Scale for Adults, and the Satisfaction with Life Scale. A regression analysis was used with personality traits, social, family, romantic loneliness, and life satisfaction as independent variables to explain variance in Facebook addiction. The findings showed that Conscientiousness, Extraversion, Neuroticism, and Loneliness (Social, Family, and Romantic) were strong significant predictors of FA. Age, Openness, Agreeableness, and Life Satisfaction, although FA-related variables, were not significant in predicting Facebook overuse. The risk profile of this peculiar behavioral addiction is also discussed.

  12. Facing the Facebook

    Science.gov (United States)

    Bugeja, Michael J.

    2006-01-01

    Facebook is an online directory that connects people though social networks at schools, and while most students on any American campus are regular visitors to the site, many professors and administrators have yet to hear about Facebook, let alone evaluate its impact. This kind of social networking affects all levels of academe, and college faculty…

  13. Hybrid Semantic Analysis of Tweets: A Case Study of Tweets on Girl-Child in India

    Directory of Open Access Journals (Sweden)

    M. Madhukar

    2017-10-01

    Full Text Available Social networks have become one of the major and important parts of daily life. Besides sharing ones views the social networking sites can also be very efficiently used to judge the behavior and attitude of individuals towards the posts. Analysis of the mood of public on a particular social issue can be judged by several methods. Analysis of the society mood towards any particular news in form of tweets is investigated in this paper. The key objective behind this research is to increase the accuracy and effectiveness of the classification by the process of Natural Language Processing (NLP Techniques while focusing on semantics and World Sense Disambiguation. The process of classification includes the combination of the effect of various independent classifiers on one particular classification problem. The data that is available in the form of tweets on twitter can easily frame the insight of the public attitude towards the particular tweet. The proposed work implements a hybrid method that includes Hybrid K, clustering and boosting. A comparison of this scheme versus a K-means/SVM approach is provided. Results are shown and discussed.

  14. Facebook The Missing Manual

    CERN Document Server

    Veer, E

    2011-01-01

    Facebook's spreading about as far and fast as the Web itself: 500 million members and counting. But there's a world of fun packed into the site that most folks miss. With this bestselling guide, learn how to unlock Facebook's talents as personal website creator, souped-up address book, and bustling community forum. It's an eye-opening, timesaving tour, guaranteed to help you get the most out of your Facebook experience. Coverage includes: Get started, get connected. Signing up is easy, but the real payoff comes when you tap into networks of coworkers, classmates, and friends. Pick and choose

  15. Sweden's largest Facebook study

    OpenAIRE

    Denti, Leif; Barbopoulus, Isak; Nilsson, Ida; Holmberg, Linda; Thulin, Magdalena; Wendeblad, Malin; Andén, Lisa; Davidsson, Emelie

    2012-01-01

    The emergence of the Internet has made it easier for people to socially interact than ever before. Today, the most popular channel is Facebook with over 845 million users world wide. In Sweden, the number of users amount to approximately half of the population. We had two aims with this study. First, we investigate which areas of Facebook usage that Swedish Facebook users consider more important vis-a-vis less important. We were also interested in how users convey their persona through t... m...

  16. Facebook-mainonta

    OpenAIRE

    Kuorilehto, Laura

    2014-01-01

    Tässä opinnäytetyössä tutkittiin Facebook-käyttäjien mielipiteitä ja suhtautumista Facebook-mainontaan. Pohdittiin myös onko Facebook-mainonnasta hyötyä yrityksille ja kuluttajille. Teoriaosiossa käsiteltiin internetmarkkinoinnin, sosiaalisen median ja mainonnan teoriaa. Sen lisäksi tarkasteltiin Facebookia, Facebookin sääntöjä mainonnalle, sekä mainontaan liittyviä lakeja. Internetmarkkinoinnista ja mainonnasta sosiaalisessa mediassa kerrottiin mitä internetmarkkinointi on, sosiaalisesta...

  17. Classification of Twitter Users Who Tweet About E-Cigarettes

    Science.gov (United States)

    Miano, Thomas; Chew, Robert; Eggers, Matthew; Nonnemaker, James

    2017-01-01

    Background Despite concerns about their health risks, e‑cigarettes have gained popularity in recent years. Concurrent with the recent increase in e‑cigarette use, social media sites such as Twitter have become a common platform for sharing information about e-cigarettes and to promote marketing of e‑cigarettes. Monitoring the trends in e‑cigarette–related social media activity requires timely assessment of the content of posts and the types of users generating the content. However, little is known about the diversity of the types of users responsible for generating e‑cigarette–related content on Twitter. Objective The aim of this study was to demonstrate a novel methodology for automatically classifying Twitter users who tweet about e‑cigarette–related topics into distinct categories. Methods We collected approximately 11.5 million e‑cigarette–related tweets posted between November 2014 and October 2016 and obtained a random sample of Twitter users who tweeted about e‑cigarettes. Trained human coders examined the handles’ profiles and manually categorized each as one of the following user types: individual (n=2168), vaper enthusiast (n=334), informed agency (n=622), marketer (n=752), and spammer (n=1021). Next, the Twitter metadata as well as a sample of tweets for each labeled user were gathered, and features that reflect users’ metadata and tweeting behavior were analyzed. Finally, multiple machine learning algorithms were tested to identify a model with the best performance in classifying user types. Results Using a classification model that included metadata and features associated with tweeting behavior, we were able to predict with relatively high accuracy five different types of Twitter users that tweet about e‑cigarettes (average F1 score=83.3%). Accuracy varied by user type, with F1 scores of individuals, informed agencies, marketers, spammers, and vaper enthusiasts being 91.1%, 84.4%, 81.2%, 79.5%, and 47.1%, respectively

  18. CERN meets Facebook

    CERN Multimedia

    2012-01-01

    Social networking sites like LinkedIn, MySpace, Google+ and Facebook are on the rise. In particular, the life of youngsters revolves more and more around these sites as they facilitate communication, networking and the exchange of niceties. Who does not today already have an account registered with one of them? A Facebook profile can contain photos, listings of hobbies, job information, preferences…   The on-going effort to externalise some of CERN's computing resources continues, and in order to promote a unified interface for personal information, CERN has decided to establish a partnership with Facebook starting on 1stApril. "CERN is a public and trustworthy international organisation, and as such, our staff and users have nothing to hide from the general public," said Alexi Spiner (IT), project leader responsible for this migration: * The computer profiles of all CERN users will be integrated into the Facebook portal; * In addition, we will also ...

  19. Facebook-debatter

    DEFF Research Database (Denmark)

    Hartley, Jannie Møller; Eberholst, Mads Kæmsgaard

    2016-01-01

    Facebook’s demokratiske potentiale er stort, og både danske læsere og danske medier har i stor grad adopteret Facebook. Det giver adgang til brugere og disse kan engageres især via kommentarsporet på de historier, medierne slår op på Facebook. Med afsæt i 149 Facebook-opslag og deres tilhørende...... ellers har været forbeholdt medierne. Overordnet kan vi konkludere at debattonen på de sociale medier er relativt neutral, at brugerne faktisk mener noget, når de debatterer. Desuden kan vi konkludere, at medierne endnu ikke behøver at frygte, at Facebook-debattører fratager journalisterne deres levebrød....

  20. Political conversations on Facebook

    DEFF Research Database (Denmark)

    Sørensen, Mads P.

    2016-01-01

    Political conversations are according to theories on deliberative democracy essential to well-functioning democracies. Traditionally these conversations have taken place in face-to-face settings, in e.g. party meetings and town meetings. However, social media such as Facebook and Twitter offers new...... possibilities for online political conversations between citizens and politicians. This paper examines the presence on Facebook and Twitter of Members of the Danish national Parliament, the Folketing, and focusses on a quantitative mapping of the political conversation activities taking place in the threads...... following Facebook posts from Danish Members of Parliament (MPs). The paper shows that, in comparison with previous findings from other countries, Danish MPs have a relatively high degree of engagement in political conversations with citizens on Facebook – and that a large number of citizens follow MPs...

  1. Facebook er internettet nu

    DEFF Research Database (Denmark)

    Tække, Jesper

    2014-01-01

    Den store vision for world wide web var, at alle kunne få ubegrænset adgang til alverdens information. www var mangfoldigt og anarkistisk. I dag er der rigtig mange, der kun bruger nettet til at være på Facebook. Hvad bruger Facebook det til? Og hvad gør det ved vores udsyn?......Den store vision for world wide web var, at alle kunne få ubegrænset adgang til alverdens information. www var mangfoldigt og anarkistisk. I dag er der rigtig mange, der kun bruger nettet til at være på Facebook. Hvad bruger Facebook det til? Og hvad gør det ved vores udsyn?...

  2. Classification of Local Language Disaster Related Tweets in Micro Blogs

    Directory of Open Access Journals (Sweden)

    Randy Joy Magno Ventayen

    2018-02-01

    Full Text Available – In Southeast Asia, Philippine is one of the disaster-prone countries which was hit by typhoon Lawin (international name: Haima, and Karen (international name “Sarika” last October 2016, the two typhoon swere named as one of the strongest typhoons that hit the country and the region 1. On some numbers of tweets in social media, there are local languages posted by the local users such as Pangasinan in the Philippines. The study will be sought to answer on how to download twitter data from a specific disaster duration in the region, how to extract and identify multilingual disaster-related tweets and finally how to classify disaster and non-disaster tweets in the local language. The study of classification and extraction of disaster and emergency-related tweets is important is interesting study because the life of a person which speaks a very rare dialect is important as the same as the person speaking a major language. Based on the findings, translation of selected typhoon-related words helps to filter the multilingual tweets and classified the tweets using Naïve Bayes algorithm

  3. Tweeting Earthquakes using TensorFlow

    Science.gov (United States)

    Casarotti, E.; Comunello, F.; Magnoni, F.

    2016-12-01

    The use of social media is emerging as a powerful tool for disseminating trusted information about earthquakes. Since 2009, the Twitter account @INGVterremoti provides constant and timely details about M2+ seismic events detected by the Italian National Seismic Network, directly connected with the seismologists on duty at Istituto Nazionale di Geofisica e Vulcanologia (INGV). Currently, it updates more than 150,000 followers. Nevertheless, since it provides only the manual revision of seismic parameters, the timing (approximately between 10 and 20 minutes after an event) has started to be under evaluation. Undeniably, mobile internet, social network sites and Twitter in particular require a more rapid and "real-time" reaction. During the last 36 months, INGV tested the tweeting of the automatic detection of M3+ earthquakes, studying the reliability of the information both in term of seismological accuracy that from the point of view of communication and social research. A set of quality parameters (i.e. number of seismic stations, gap, relative error of the location) has been recognized to reduce false alarms and the uncertainty of the automatic detection. We present an experiment to further improve the reliability of this process using TensorFlow™ (an open source software library originally developed by researchers and engineers working on the Google Brain Team within Google's Machine Intelligence research organization).

  4. The Practice of "Grammar Naziness" on Facebook in Relation to Generating Grammar Learning: A Motivation or Demotivation in Updating Statuses in English on Facebook

    Science.gov (United States)

    Amin, Noraziah Mohd; Abdul Rahman, Noor Azam; Sharipudin, Mohamad-Noor; Abu Bakar, Mohd Saifulnizam

    2016-01-01

    It is common for learners of English to make grammatical errors in their English Facebook posts that can be noticeable on their walls, which this perhaps as a result, influences the other Facebook users who know about the language to perform the unofficial duty as grammar Nazis and correct the errors. Thus, this research aims to examine if Malay…

  5. To tweet or not to tweet : the role of personality in the social networks of great tits

    NARCIS (Netherlands)

    Snijders, L.

    2016-01-01

    To tweet or not to tweet: The role of personality in the social networks of great tits
    By: Lysanne Snijders

    Project video: https://www.youtube.com/watch?v=zy0HysxhQz0

    When mentioning social networks it is easy to think of online networks for

  6. Tweet content related to sexually transmitted diseases: no joking matter.

    Science.gov (United States)

    Gabarron, Elia; Serrano, J Artur; Wynn, Rolf; Lau, Annie Y S

    2014-10-06

    Online social media, such as the microblogging site Twitter, have become a space for speedy exchange of information regarding sexually transmitted diseases (STDs), presenting a potential risk environment for how STDs are portrayed. Examining the types of "tweeters" (users who post messages on Twitter) and the nature of "tweet" messages is important for identifying how information related to STDs is posted in online social media. The intent of the study was to describe the types of message emitters on Twitter in relation to two different STDs-chlamydia and human immunodeficiency virus (HIV)-as well as the nature of content tweeted, including how seriously the topic was treated. We used the Twitter search engine to look for tweets posted worldwide from August 1-7, 2013, and from September 1-7, 2013, containing the words "chlamydia" or "HIV", and the hashtags "#chlamydia" or "#HIV". Tweeters were classified by two independent reviewers according to the type of avatar of the user (human, logo, or fantasy), the identification of the emitter (identifiable, semi-identifiable, or non-identifiable), and the source (private company, general media, scientific media, non-governmental, individual account, academic institution, government department, or undefined). Tweet messages were also independently classified according to their nature (serious or jokes/funny), and whether their main message was factual or of a personal nature/experience. A total of 694 tweets were posted by 426 different users during the first 7 days of August and September, containing the hashtags and/or simple words "chlamydia" and/or "HIV". Jokes or funny tweets were more frequently posted by individual users (89%, 66/74), with a human avatar (81%, 60/74), from a non-identifiable user (72%, 53/74), and they were most frequently related to chlamydia (76%, 56/74). Serious tweets were most frequently posted by the general media (20.6%, 128/620), using a logo avatar (66.9%, 415/620), and with identifiable

  7. The Use Of Facebook As A Means Of Marketing Communication For Luxury Brands

    Directory of Open Access Journals (Sweden)

    Wioleta Dryl

    2017-03-01

    Full Text Available The presence of luxury brands in social media is getting more intensive. Although the management of luxury product, requires the use of specific marketing tools, manufacturers of luxury goods undergo the current trends, engaging in activities such as blogs, tweets, social networks. Until recently, the presence on social networking sites such as Facebook, was considered in the category of threats to corporate reputation. Nowadays, many luxury brands treat Facebook as a mandatory tool of creating their image. The aim of article is the analysis of the activity of manufacturers of luxury goods on Facebook. Because of strong transparency of the fashion industry, the considerations set out in the article focus precisely on this sector.

  8. Suicide announcement on Facebook.

    Science.gov (United States)

    Ruder, Thomas D; Hatch, Gary M; Ampanozi, Garyfalia; Thali, Michael J; Fischer, Nadja

    2011-01-01

    The media and the Internet may be having an influence on suicidal behavior. Online social networks such as Facebook represent a new facet of global information transfer. The impact of these online social networks on suicidal behavior has not yet been evaluated. To discuss potential effects of suicide notes on Facebook on suicide prevention and copycat suicides, and to create awareness among health care professionals. We present a case involving a suicide note on Facebook and discuss potential consequences of this phenomenon based on literature found searching PubMed and Google. There are numerous reports of suicide notes on Facebook in the popular press, but none in the professional literature. Online social network users attempted to prevent planned suicides in several reported cases. To date there is no documented evidence of a copycat suicide, directly emulating a suicide announced on Facebook. Suicide notes on online social networks may allow for suicide prevention via the immediate intervention of other network users. But it is not yet clear to what extent suicide notes on online social networks actually induce copycat suicides. These effects deserve future evaluation and research.

  9. Inferring the Origin Locations of Tweets with Quantitative Confidence.

    Science.gov (United States)

    Priedhorsky, Reid; Culotta, Aron; Del Valle, Sara Y

    2014-01-01

    Social Internet content plays an increasingly critical role in many domains, including public health, disaster management, and politics. However, its utility is limited by missing geographic information; for example, fewer than 1.6% of Twitter messages ( tweets ) contain a geotag. We propose a scalable, content-based approach to estimate the location of tweets using a novel yet simple variant of gaussian mixture models. Further, because real-world applications depend on quantified uncertainty for such estimates, we propose novel metrics of accuracy, precision, and calibration, and we evaluate our approach accordingly. Experiments on 13 million global, comprehensively multi-lingual tweets show that our approach yields reliable, well-calibrated results competitive with previous computationally intensive methods. We also show that a relatively small number of training data are required for good estimates (roughly 30,000 tweets) and models are quite time-invariant (effective on tweets many weeks newer than the training set). Finally, we show that toponyms and languages with small geographic footprint provide the most useful location signals.

  10. Making Sense of Facebook

    DEFF Research Database (Denmark)

    Aaen, Janus Holst

    2015-01-01

    of the design as well as how the approach can be further developed, and suggests 1) broadening the scope of the study from the Facebook group as a singular medium to include other media used by the students and 2) extending the study to include the voice of students by engaging them as co-researchers.......The objective of this paper is to discuss a methodological design developed to analyse self-governed student Facebook groups as a part of a larger study of the use of ICT in Danish secondary schools (Mathiasen. Aaen, Dalsgaard, Degn & Thomsen, 2014). The paper will discuss how this methodological...... setup can help the researcher gain in-depth knowledge of the students’ use of Facebook groups, looking past the traditional dichotomy between online and offline as well as the distinction between school-related and non-school-related communication. The paper will address the potential shortcomings...

  11. Facebook og social ambivalens

    DEFF Research Database (Denmark)

    Tække, Jesper

    2013-01-01

    Facebook er et prominent eksempel på de digitale medier, der i disse år ryster samfundet med sine nye (u)muligheder for ageren, interaktion og deling af information. Dette kapitel analyserer, hvordan befolkningen med introduktionen af Facebook som nyt medie aktuelt udsættes for en række sociale...... mediemiljø. Et vigtigt spørgsmål herunder er, om Facebook med sin aktuelle funktionelle arkitektur forstærker eller direkte initierer sociale ambivalenser, set op imod de digitale mediers generelle potentialitet for transparens og selektion, og dermed kommer til at bevirke, at samfundet har unødigt svært ved...

  12. Facebook and Twitter vaccine sentiment in response to measles outbreaks.

    Science.gov (United States)

    Deiner, Michael S; Fathy, Cherie; Kim, Jessica; Niemeyer, Katherine; Ramirez, David; Ackley, Sarah F; Liu, Fengchen; Lietman, Thomas M; Porco, Travis C

    2017-11-01

    Social media posts regarding measles vaccination were classified as pro-vaccination, expressing vaccine hesitancy, uncertain, or irrelevant. Spearman correlations with Centers for Disease Control and Prevention-reported measles cases and differenced smoothed cumulative case counts over this period were reported (using time series bootstrap confidence intervals). A total of 58,078 Facebook posts and 82,993 tweets were identified from 4 January 2009 to 27 August 2016. Pro-vaccination posts were correlated with the US weekly reported cases (Facebook: Spearman correlation 0.22 (95% confidence interval: 0.09 to 0.34), Twitter: 0.21 (95% confidence interval: 0.06 to 0.34)). Vaccine-hesitant posts, however, were uncorrelated with measles cases in the United States (Facebook: 0.01 (95% confidence interval: -0.13 to 0.14), Twitter: 0.0011 (95% confidence interval: -0.12 to 0.12)). These findings may result from more consistent social media engagement by individuals expressing vaccine hesitancy, contrasted with media- or event-driven episodic interest on the part of individuals favoring current policy.

  13. Facebook for dummies

    CERN Document Server

    Pearlman, Leah

    2010-01-01

    Sign up, build your Profile, and find friends Join the Facebook fun! These experts show you how to set up your Profile, protect your privacy, find friends and family members, learn what's happening in their lives, and keep them up to date on yours. Here's just what you need for a safe and happy Facebook experience. Open the book and find: Advice for creating the perfect Profile How to find friends Tips on keeping in touch Privacy controls and how to use them Steps for sending private messages to friends

  14. Infrastructural politics on Facebook

    DEFF Research Database (Denmark)

    Birkbak, Andreas

    If Twitter started as a device for reporting one’s everyday comings and goings, it has in recent years come to be seen also as a resource for understanding and problematizing things like revolutions, disasters and politics (Rogers 2013). In this paper, I raise the question of whether a similar...... broadening of the avenues of possible inquiry could be timely in relation to Facebook. What can we learn from Facebook as a venue for organizing in emergencies or around public issues? In order start answering this question I examine a recent controversy over plans to build a new road-pricing infrastructure...

  15. La privacidad en facebook

    OpenAIRE

    Arciniega Castillo, Jairo Patricio

    2014-01-01

    Facebook alabado por unos y criticado por otros se transforma diariamente en una especie de “Registro Civil”, en la que todos quieren estar registrados con sus nombres, apellidos, teléfonos, Provincia, Ciudad, correo electrónico y demás, para obtener la cedula de identidad (perfil) que los reconozca legalmente como verdaderos ciudadanos y así transitar por las “calles” (plataforma) de esta esfera pública social. Facebook otrora facilidades para interactuar libremente, pero muchos de los sujet...

  16. Au pairs on Facebook

    DEFF Research Database (Denmark)

    Dalgas, Karina Märcher

    2016-01-01

    Ethnographers are increasingly making use of Facebook to acquire access and general acquaintance with their field of study. However, little has been written on how Facebook is used methodologically in research that does not have social media sites as the main focus of interest. This article argues...... the au pairs resist and embrace such dominant representations, and on how such representations are ascribed different meanings in the transnational social fields of which the migrant are a part. The article is based on ethnographic fieldwork conducted between 2010 and 2014 in Denmark, the Philippines...

  17. Hacking Facebook Privacy and Security

    Science.gov (United States)

    2012-08-28

    REPORT Hacking Facebook Privacy and Security 14. ABSTRACT 16. SECURITY CLASSIFICATION OF: When people talk about hacking and social networks , they’re...12211 Research Triangle Park, NC 27709-2211 15. SUBJECT TERMS Facebook , Privacy, Security, Social Network Dr. Jeff Duffany (Advisor), Omar Galban...transmit personal information that many people that they dare not do it personally. FACEBOOK PLATFORM Facebook is a popular social networking

  18. Facebook Marketing for Fashion Industry

    OpenAIRE

    Nguyen, Han

    2011-01-01

    Social media platforms like Facebook, YouTube and Twitter, etc… are fundamentally changing the way business and consumers behave. It has created chances and challenges for the marketers. The main objective of the study is to figure out whether Facebook can be used to create brand awareness in the fashion industry. It also finds out methods and tactics of Facebook marketing. Moreover, it aims to explore the benefits and pitfalls of using Facebook marketing compared to traditional marketing. A ...

  19. POS-Tagging for informal language (study in Indonesian tweets)

    Science.gov (United States)

    Suryawati, Endang; Munandar, Devi; Riswantini, Dianadewi; Fatchuttamam Abka, Achmad; Arisal, Andria

    2018-03-01

    This paper evaluates Part-of-Speech Tagging for the formal Indonesian language can be used for the tagging process of Indonesian tweets. In this study, we add five additional tags which reflect to social media attributes to the existing original tagset. Automatic POS tagging process is done by stratified training process with 1000, 1600, and 1800 of annotated tweets. It shows that the process can achieve up to 66.36% accuracy. The experiment with original tagset gives slightly better accuracy (67.39%) than the experiment with five additional tags, but will lose important informations which given by the five additional tagset.POS-Tagging for Informal Language (Study in Indonesian Tweets).

  20. Tweeting and Eating: The Effect of Links and Likes on Food-Hypersensitive Consumers' Perceptions of Tweets.

    Science.gov (United States)

    Hamshaw, Richard J T; Barnett, Julie; Lucas, Jane S

    2018-01-01

    Moving on from literature that focuses on how consumers use social media and the benefits of organizations utilizing platforms for health and risk communication, this study explores how specific characteristics of tweets affect the way in which they are perceived. An online survey with 251 participants with self-reported food hypersensitivity (FH) took part in an online experiment to consider the impact of tweet characteristics on perceptions of source credibility, message credibility, persuasiveness, and intention to act upon the presented information. Positioning the research hypotheses within the framework of the Elaboration Likelihood Model and Uses and Gratifications Theory, the study explored motivations for using social media and tested the impact of the affordances of Twitter-(1) the inclusion of links and (2) the number of social validation indicators (likes and retweets). Having links accompanying tweets significantly increased ratings of the tweets' message credibility, as well as persuasiveness of their content. Socially validated tweets had no effect on these same variables. Parents of FH children were found to utilize social media for social reasons more than hypersensitive adults; concern level surrounding a reaction did not appear to alter the level of use. Links were considered valuable in obtaining social media users to attend to useful or essential food health and risk information. Future research in this area can usefully consider the nature and the effects of social validation in relation to other social media platforms and with other groups.

  1. A content analysis of tweets about high-potency marijuana.

    Science.gov (United States)

    Cavazos-Rehg, Patricia A; Sowles, Shaina J; Krauss, Melissa J; Agbonavbare, Vivian; Grucza, Richard; Bierut, Laura

    2016-09-01

    "Dabbing" involves heating extremely concentrated forms of marijuana to high temperatures and inhaling the resulting vapor. We studied themes describing the consequences of using highly concentrated marijuana by examining the dabbing-related content on Twitter. Tweets containing dabbing-related keywords were collected from 1/1-1/31/2015 (n=206,854). A random sample of 5000 tweets was coded for content according to pre-determined categories about dabbing-related behaviors and effects experienced using a crowdsourcing service. An examination of tweets from the full sample about respiratory effects and passing out was then conducted by selecting tweets with relevant keywords. Among the 5000 randomly sampled tweets, 3540 (71%) were related to dabbing marijuana concentrates. The most common themes included mentioning current use of concentrates (n=849; 24%), the intense high and/or extreme effects from dabbing (n=763; 22%) and excessive/heavy dabbing (n=517; 15%). Extreme effects included both physiological (n=124/333; 37%) and psychological effects (n=55/333; 17%). The most common physiologic effects, passing out (n=46/333; 14%) and respiratory effects (n=30/333; 9%), were then further studied in the full sample of tweets. Coughing was the most common respiratory effect mentioned (n=807/1179; 68%), and tweeters commonly expressed dabbing with intentions to pass out (416/915; 45%). This study adds to the limited understanding of marijuana concentrates and highlights self-reported physical and psychological effects from this type of marijuana use. Future research should further examine these effects and the potential severity of health consequences associated with concentrates. Copyright © 2016 Elsevier Ireland Ltd. All rights reserved.

  2. An approach for discovering keywords from Spanish tweets using Wikipedia

    Directory of Open Access Journals (Sweden)

    Daniel AYALA

    2016-05-01

    Full Text Available Most approaches to keywords discovery when analyzing microblogging messages (among them those from Twitter are based on statistical and lexical information about the words that compose the text. The lack of context in the short messages can be problematic due to the low co-occurrence of words. In this paper, we present a new approach for keywords discovering from Spanish tweets based on the addition of context information using Wikipedia as a knowledge base. We present four different ways to use Wikipedia and two ways to rank the new keywords. We have tested these strategies using more than 60000 Spanish tweets, measuring performance and analyzing particularities of each strategy.

  3. Classification of Twitter Users Who Tweet About E-Cigarettes.

    Science.gov (United States)

    Kim, Annice; Miano, Thomas; Chew, Robert; Eggers, Matthew; Nonnemaker, James

    2017-09-26

    Despite concerns about their health risks, e‑cigarettes have gained popularity in recent years. Concurrent with the recent increase in e‑cigarette use, social media sites such as Twitter have become a common platform for sharing information about e-cigarettes and to promote marketing of e‑cigarettes. Monitoring the trends in e‑cigarette-related social media activity requires timely assessment of the content of posts and the types of users generating the content. However, little is known about the diversity of the types of users responsible for generating e‑cigarette-related content on Twitter. The aim of this study was to demonstrate a novel methodology for automatically classifying Twitter users who tweet about e‑cigarette-related topics into distinct categories. We collected approximately 11.5 million e‑cigarette-related tweets posted between November 2014 and October 2016 and obtained a random sample of Twitter users who tweeted about e‑cigarettes. Trained human coders examined the handles' profiles and manually categorized each as one of the following user types: individual (n=2168), vaper enthusiast (n=334), informed agency (n=622), marketer (n=752), and spammer (n=1021). Next, the Twitter metadata as well as a sample of tweets for each labeled user were gathered, and features that reflect users' metadata and tweeting behavior were analyzed. Finally, multiple machine learning algorithms were tested to identify a model with the best performance in classifying user types. Using a classification model that included metadata and features associated with tweeting behavior, we were able to predict with relatively high accuracy five different types of Twitter users that tweet about e‑cigarettes (average F 1 score=83.3%). Accuracy varied by user type, with F 1 scores of individuals, informed agencies, marketers, spammers, and vaper enthusiasts being 91.1%, 84.4%, 81.2%, 79.5%, and 47.1%, respectively. Vaper enthusiasts were the most challenging user

  4. Social Media Monitoring of the Campaigns for the 2013 German Bundestag Elections on Facebook and Twitter

    DEFF Research Database (Denmark)

    Kaczmirek, Lars; Mayr, Philipp; Vatrapu, Ravi

    -ment [translation: Bundestagswahl 2013]. We constructed several social media datasets using data from Facebook and Twitter. First, we identified the most relevant candidates (n=2,346) and checked whether they maintained social media accounts. The Facebook data was collected in November 2013 for the period...... of January 2009 to October 2013. On Facebook we identified 1,408 Facebook walls containing approximately 469,000 posts. Twitter data was collected between June and December 2013 finishing with the constitution of the government. On Twitter we identified 1,009 candidates and 76 other agents, for example...

  5. Analysing and evaluating the task of automatic tweet generation: Knowledge to business

    OpenAIRE

    Lloret, Elena; Palomar, Manuel

    2016-01-01

    In this paper a study concerning the evaluation and analysis of natural language tweets is presented. Based on our experience in text summarisation, we carry out a deep analysis on user's perception through the evaluation of tweets manual and automatically generated from news. Specifically, we consider two key issues of a tweet: its informativeness and its interestingness. Therefore, we analyse: (1) do users equally perceive manual and automatic tweets?; (2) what linguistic features a good tw...

  6. Companies on Facebook and Twitter. Current situation and communication strategies

    Directory of Open Access Journals (Sweden)

    JÁ Pérez Dasilva

    2013-10-01

    Full Text Available Introduction. Given their influence, companies are being forced to integrate social networks in their communication strategies. Objectives. This article aims to provide an overview of the use of Facebook and Twitter by the main commercial brands in Spain and to analyse the communication strategies of the companies that tend to receive more complaints from the public. Method. The study is based on the examination of the social network accounts of the three brands with the highest advertising investment in each of the 15 industry sectors. A total of 5,433 tweets and 3,000 posts were analysed. Conclusions. The study confirmed the massive presence of these companies is the social networks and demonstrated the extreme variability of the number of followers, the traffic and the nature of the information published. However, it was also demonstrated that the use made of the different social networks and the communication strategies required by the different companies are distinguishable and identifiable.

  7. Tweeting Prayers and Communicating Grief over Michael Jackson Online

    Science.gov (United States)

    Sanderson, Jimmy; Cheong, Pauline Hope

    2010-01-01

    Death and bereavement are human experiences that new media helps facilitate alongside creating new social grief practices that occur online. This study investigated how people's postings and tweets facilitated the communication of grief after pop music icon Michael Jackson died. Drawing on past grief research, religion, and new media studies, a…

  8. Normalizing tweets with edit scripts and recurrent neural embeddings

    NARCIS (Netherlands)

    Chrupala, Grzegorz; Toutanova, Kristina; Wu, Hua

    2014-01-01

    Tweets often contain a large proportion of abbreviations, alternative spellings, novel words and other non-canonical language. These features are problematic for standard language analysis tools and it can be desirable to convert them to canonical form. We propose a novel text normalization model

  9. Tweeting Educational Technology: A Tale of Professional Community of Practice

    Directory of Open Access Journals (Sweden)

    Ina Blau

    2012-06-01

    Full Text Available This paper explores an Israeli professional community on Twitter practicing educational technology. Networking analysis of 42 users and 296 structural connections among them revealed that the adoption of Twitter was normally distributed and active participation was asymmetrical - 14.3% of users produced 80% of the tweets. Investment in participation was highly gratified by influence on the audience.

  10. Tweeting Your Way to Improved #Writing, #Reflection, and #Community

    Science.gov (United States)

    Kassens, Alice Louise

    2014-01-01

    Economics appears to be lagging behind other fields in the adoption of Web 2.0 technologies in the classroom. Twitter is an online microblogging utility, permitting posts of up to 140 characters called tweets. The utility is rapidly making its way into secondary and post-secondary classrooms as a complement to traditional instruction and an active…

  11. What Drives Health Professionals to Tweet About the HPV Vaccine?

    Centers for Disease Control (CDC) Podcasts

    This podcast features Philip Massey, PhD, MPH, an assistant professor at Drexel University and one of the authors of a recent study that looks at what motivates health professionals to tweet about the HPV vaccine. Philip answers questions about his research and what impact social media can have on public health and health care communication.

  12. Supporting experts to handle tweet collections about significant events

    NARCIS (Netherlands)

    Hürriyetoglu, Ali; Oostdijk, Nelleke; Basar, Erkan; van den Bosch, A.; Frasincar, F.; Ittoo, A.; Nguyen, L.; Metais, E.

    2017-01-01

    We introduce Relevancer that processes a tweet set and enables generating an automatic classifier from it. Relevancer satisfies information needs of experts during significant events. Enabling experts to combine automatic procedures with expertise is the main contribution of our approach and the

  13. Damaged corporate reputation: Can celebrity Tweets repair it?

    NARCIS (Netherlands)

    van Norel, Nienke; Kommers, Petrus A.M.; van Hoof, Joris Jasper; Verhoeven, Joost W.M.

    2014-01-01

    These days, many corporations engage in Twitter activities as a part of their communication strategy. Corporations can use this medium to share information with stakeholders, to answer customer questions, or to build on their image. In this study we examined the extent to which celebrity Tweet

  14. A generic open world named entity disambiguation approach for tweets

    NARCIS (Netherlands)

    Habib, Mena Badieh; van Keulen, Maurice

    Social media is a rich source of information. To make use of this information, it is sometimes required to extract and disambiguate named entities. In this paper we focus on named entity disambiguation (NED) in twitter messages. NED in tweets is challenging in two ways. First, the limited length of

  15. Tweeting in Disaster Area: An Analysis of Tweets during 2016 Mayor Floods in Indonesia

    Directory of Open Access Journals (Sweden)

    Anang Dwi Santoso

    2017-09-01

    Full Text Available Social media allows people in the disaster area to communicate disaster information, to the people outside the disaster area, more quickly and accurately. Unfortunately, there are limited researches that examine the use of Twitter by people in the disaster sites. This study aims to explore the use of Twitter by users in the disaster-affected areas. We use the feature of twitter geolocation, to separate information from inside and outside the disaster site. This research gives depiction about communication behavior of people in the affected disaster area, through social media. The result showed that people in disaster location use twitter to give first-hand report, coordinate rescue effort, provide help and express grief. In addition, by focusing on the affected area, Twitter used by lay people is usually found rather than other users. From the segment of time, the researcher finds a number of tweets that will increase each day. Users will share more information the days after rather, than the day of disaster. In practical term, this research explores the used of social media by the victims of disaster, which can encourage effective communication to people or group outside the location; theoretically, this research gives more detail understanding about shared information from the people in the disaster place.

  16. Facebook Fired”

    Directory of Open Access Journals (Sweden)

    Kimberly W. O’Connor

    2015-03-01

    Full Text Available The increased use of social media sites like Facebook has had an impact on employees when their behavior on such sites is deemed to be inappropriate by employers. This has led to a phenomenon that the popular press calls “Facebook Fired,” where an employee is fired for personal social media use. Such terminations have significant potential legal consequences. This article examines the current case law related to social media–based terminations within the job type of K-12 public school teachers. We give legal and practical recommendations to teachers who might potentially face such situations. We suggest legislation and give social media policy language recommendations for school corporations. Finally, we call for research examining the perceptions of fairness of such terminations by workers as well as the public at large.

  17. Mourning and Grief on Facebook: An Examination of Motivations for Interacting With the Deceased.

    Science.gov (United States)

    Willis, Erin; Ferrucci, Patrick

    2017-12-01

    Facebook not only changed the way we communicate but also the way we mourn and express grief. The social networking site allows users to interact with deceased users' walls after death. This study utilized textual analysis to categorize Facebook posts ( N = 122) on 30 deceased users' walls according to uses and gratifications theory. Most posts were found to be motivated by entertainment, followed by integration and social interaction. Facebook users posted memories, condolences, and interacted with friends and family members in the deceased user's network. Implications and potential future research are discussed.

  18. Tweeting and Eating: The Effect of Links and Likes on Food-Hypersensitive Consumers’ Perceptions of Tweets

    Directory of Open Access Journals (Sweden)

    Richard J. T. Hamshaw

    2018-04-01

    Full Text Available Moving on from literature that focuses on how consumers use social media and the benefits of organizations utilizing platforms for health and risk communication, this study explores how specific characteristics of tweets affect the way in which they are perceived. An online survey with 251 participants with self-reported food hypersensitivity (FH took part in an online experiment to consider the impact of tweet characteristics on perceptions of source credibility, message credibility, persuasiveness, and intention to act upon the presented information. Positioning the research hypotheses within the framework of the Elaboration Likelihood Model and Uses and Gratifications Theory, the study explored motivations for using social media and tested the impact of the affordances of Twitter—(1 the inclusion of links and (2 the number of social validation indicators (likes and retweets. Having links accompanying tweets significantly increased ratings of the tweets’ message credibility, as well as persuasiveness of their content. Socially validated tweets had no effect on these same variables. Parents of FH children were found to utilize social media for social reasons more than hypersensitive adults; concern level surrounding a reaction did not appear to alter the level of use. Links were considered valuable in obtaining social media users to attend to useful or essential food health and risk information. Future research in this area can usefully consider the nature and the effects of social validation in relation to other social media platforms and with other groups.

  19. Tweeting and Eating: The Effect of Links and Likes on Food-Hypersensitive Consumers’ Perceptions of Tweets

    Science.gov (United States)

    Hamshaw, Richard J. T.; Barnett, Julie; Lucas, Jane S.

    2018-01-01

    Moving on from literature that focuses on how consumers use social media and the benefits of organizations utilizing platforms for health and risk communication, this study explores how specific characteristics of tweets affect the way in which they are perceived. An online survey with 251 participants with self-reported food hypersensitivity (FH) took part in an online experiment to consider the impact of tweet characteristics on perceptions of source credibility, message credibility, persuasiveness, and intention to act upon the presented information. Positioning the research hypotheses within the framework of the Elaboration Likelihood Model and Uses and Gratifications Theory, the study explored motivations for using social media and tested the impact of the affordances of Twitter—(1) the inclusion of links and (2) the number of social validation indicators (likes and retweets). Having links accompanying tweets significantly increased ratings of the tweets’ message credibility, as well as persuasiveness of their content. Socially validated tweets had no effect on these same variables. Parents of FH children were found to utilize social media for social reasons more than hypersensitive adults; concern level surrounding a reaction did not appear to alter the level of use. Links were considered valuable in obtaining social media users to attend to useful or essential food health and risk information. Future research in this area can usefully consider the nature and the effects of social validation in relation to other social media platforms and with other groups. PMID:29740573

  20. Why Do People Use Facebook?

    OpenAIRE

    Nadkarni, Ashwini; Hofmann, Stefan G.

    2011-01-01

    The social networking site, Facebook, has gained an enormous amount of popularity. In this article, we review the literature on the factors contributing to Facebook use. We propose a model suggesting that Facebook use is motivated by two primary needs: (1) The need to belong and (2) the need for self-presentation. Demographic and cultural factors contribute to the need to belong, whereas neuroticism, narcissism, shyness, self-esteem and self-worth contribute to the need for self presentation....

  1. A brief history of Facebook as a media text

    DEFF Research Database (Denmark)

    Brügger, Niels

    2015-01-01

    This paper tells a history of Facebook from 2004 to 2013. It presents the big picture by focusing on Facebook as it presented itself to a user, that is the available semiotic and interactional elements (e.g., profile, wall, feed, commercials, etc.) as well as the functions and useforms which thes...... these elements made possible for a variety of actor types (profile owners, groups, companies, software developers, etc.). In addition, Facebook’s development is inscribed in a longer Web historical perspective with a view to identifying a general mechanism for Internet development....

  2. Twitter classification model: the ABC of two million fitness tweets.

    Science.gov (United States)

    Vickey, Theodore A; Ginis, Kathleen Martin; Dabrowski, Maciej

    2013-09-01

    The purpose of this project was to design and test data collection and management tools that can be used to study the use of mobile fitness applications and social networking within the context of physical activity. This project was conducted over a 6-month period and involved collecting publically shared Twitter data from five mobile fitness apps (Nike+, RunKeeper, MyFitnessPal, Endomondo, and dailymile). During that time, over 2.8 million tweets were collected, processed, and categorized using an online tweet collection application and a customized JavaScript. Using the grounded theory, a classification model was developed to categorize and understand the types of information being shared by application users. Our data show that by tracking mobile fitness app hashtags, a wealth of information can be gathered to include but not limited to daily use patterns, exercise frequency, location-based workouts, and overall workout sentiment.

  3. Detecting Tweet-Based Sentiment Polarity of Plastic Surgery Treatment

    Directory of Open Access Journals (Sweden)

    Marvi Jokhio

    2015-10-01

    Full Text Available Sentiment analysis is a growing research these days. Many companies perform this analysis on public opinions to get a general idea about any product or service. This paper presents a novel approach to get views or comments of Twitter users about plastic surgery treatments. The proposed approach uses machine-learning technique embedded with the naïve Bayesian classifier to assign polarities (i.e. positive, negative or neutral to the tweets, collected from ?Twitter micro-blogging website?. The accuracy of the obtained results has been validated using precision, recall and F-score measures. It has been observed from 25000 tweets dataset that people tend to have positive as well as substantial negative opinions regarding particular treatments. The experimental results show the effectiveness of the proposed approach

  4. Detecting tweet-based sentiment polarity of plastic surgery treatment

    International Nuclear Information System (INIS)

    Jokhio, M.; Mahoto, N.A.

    2015-01-01

    Sentiment analysis is a growing research these days. Many companies perform this analysis on public opinions to get a general idea about any product or service. This paper presents a novel approach to get views or comments of Twitter users about plastic surgery treatments. The proposed approach uses machine-learning technique embedded with the naive Bayesian classifier to assign polarities (i.e. positive, negative or neutral) to the tweets, collected from Twitter micro-blogging website. The accuracy of the obtained results has been validated using precision, recall and F-score measures. It has been observed from 25000 tweets dataset that people tend to have positive as well as substantial negative opinions regarding particular treatments. The experimental results show the effectiveness of the proposed approach. (author)

  5. Facebook: A Versatile Platform for Blended Learning

    OpenAIRE

    Wong Ling Shing; Betty Voon Wan Niu

    2013-01-01

    Facebook is a popular networking tool among the young learners. This paper reports a practical usage of Facebook to engage learners in blended learning. The practical usage of Facebook in hosting online forums, sharing media files in vodcast, building collaborative content through Facebook Doc, and using Facebook as repository for articles and lecture notes has been described. Recent survey on 55 students revealed that a strong majority of the students agreed that Facebook has positive impact...

  6. Deep Learning for Hate Speech Detection in Tweets

    OpenAIRE

    Badjatiya, Pinkesh; Gupta, Shashank; Gupta, Manish; Varma, Vasudeva

    2017-01-01

    Hate speech detection on Twitter is critical for applications like controversial event extraction, building AI chatterbots, content recommendation, and sentiment analysis. We define this task as being able to classify a tweet as racist, sexist or neither. The complexity of the natural language constructs makes this task very challenging. We perform extensive experiments with multiple deep learning architectures to learn semantic word embeddings to handle this complexity. Our experiments on a ...

  7. Facebook ja tietoturva

    OpenAIRE

    Konttila, Jukka

    2011-01-01

    Insinöörityössä käsiteltiin sosiaalisia medioita, joista valittiin tarkempaan tutkimukseen yksi suosituimmista, Facebook. Tavoitteena oli tutustua Facebookin perusteisiin ja tutkia mahdollisia tietoturva- sekä muita ongelmia esimerkkitapausten kautta. Esimerkkien kautta esille tuotuihin ongelmiin oli tavoitteena löytää tai selvittää ratkaisu. Työssä selvitettiin sekä käyttäjän omaan toimintaan liittyviä riskitekijöitä että sellaisia ongelmia, joihin käyttäjä ei voi vaikuttaa Facebookin tur...

  8. Working with Facebook

    CERN Document Server

    2014-01-01

    This book enables you to start using Facebook right away. You will learn how to create an account, and how to fill your page with personal information, photos, and stories about the things you have done or are doing. You will learn how to add friends to your network, and which privacy settings to use to prevent unauthorized access to your personal information. The book is written using the Visual Steps method. The step-by-step method with clear instructions and screenshots will tell you exactly what you need to do.

  9. Lounasravintolan Facebook-mainoskampanja

    OpenAIRE

    Nguyen, Thao

    2017-01-01

    Ravintolalle tärkein tehtävä ravintolan ylläpitoon on asiakashankinta, sillä juuri asiakkaat tuovat ravintolalle kassavirtaa. Uudet potentiaaliset asiakkaat ovat edellytys ravintolan kasvuun. Opinnäytetyön tavoitteena oli viedä toimeksiantajan yritys, joka on helsinkiläinen vegaani lounasravintola, syvempään some- eli sosiaalisen median maailmaan ja sitä kautta luoda Facebook-mainoskampanja potentiaalisten asiakkaiden houkuttelemiseen. Samalla saadaan selville oliko kampanjasta mitään hy...

  10. Sentimen Analisis Tweet Berbahasa Indonesia Dengan Deep Belief Network

    Directory of Open Access Journals (Sweden)

    Ira zulfa

    2017-07-01

    Full Text Available Sentiment analysis is a computational research of opinion sentiment and emotion which is expressed in textual mode. Twitter becomes the most popular communication device among internet users. Deep Learning is a new area of machine learning research. It aims to move machine learning closer to its main goal, artificial intelligence. The purpose of deep learning is to change the manual of engineering with learning. At its growth, deep learning has algorithms arrangement that focus on non-linear data representation. One of the machine learning methods is Deep Belief Network (DBN. Deep Belief Network (DBN, which is included in Deep Learning method, is a stack of several algorithms with some extraction features that optimally utilize all resources. This study has two points. First, it aims to classify positive, negative, and neutral sentiments towards the test data. Second, it determines the classification model accuracy by using Deep Belief Network method so it would be able to be applied into the tweet classification, to highlight the sentiment class of training data tweet in Bahasa Indonesia. Based on the experimental result, it can be concluded that the best method in managing tweet data is the DBN method with an accuracy of 93.31%, compared with  Naive Bayes method which has an accuracy of 79.10%, and SVM (Support Vector Machine method with an accuracy of 92.18%.

  11. Determining the Accuracy of Crowdsourced Tweet Verification for Auroral Research

    Directory of Open Access Journals (Sweden)

    Nathan A. Case

    2016-12-01

    Full Text Available The Aurorasaurus project harnesses volunteer crowdsourcing to identify sightings of an aurora (the “northern/southern lights” posted by citizen scientists on Twitter. Previous studies have demonstrated that aurora sightings can be mined from Twitter with the caveat that there is a large background level of non-sighting tweets, especially during periods of low auroral activity. Aurorasaurus attempts to mitigate this, and thus increase the quality of its Twitter sighting data, by using volunteers to sift through a pre-filtered list of geolocated tweets to verify real-time aurora sightings. In this study, the current implementation of this crowdsourced verification system, including the process of geolocating tweets, is described and its accuracy (which, overall, is found to be 68.4% is determined. The findings suggest that citizen science volunteers are able to accurately filter out unrelated, spam-like, Twitter data but struggle when filtering out somewhat related, yet undesired, data. The citizen scientists particularly struggle with determining the real-time nature of the sightings, so care must be taken when relying on crowdsourced identification.

  12. Over one million followers reached in CERN TweetUp

    CERN Multimedia

    Katherine Chapman

    2012-01-01

    More than a million followers were reached on Twitter during CERN’s first ever “TweetUp”. On 25 July, 5 lucky Twitter followers, or "Tweeps" as they are known, visited CERN to take part in events held on the same day with the STS-134 astronauts. The Tweetup gave the online community a chance to ask questions and explore areas of CERN through the eyes of the tweeps, prompting over 1,000 tweets and re-tweets between them in 24 hours.   Loic Bommersbach, Lucy McKenna, Astrid Chantelauze (KIT), Nick Howes, Angeliki Kanellopoulou, Maud Ali-Cherif (ESA), Julien Harrod (ESA), Katherine Chapman (CERN), and Simon Bierwald outside the CERN Control Centre. Five winners of a competition announced on Twitter were invited to come to CERN and spend a day behind the scenes, taking part in events organised to celebrate the AMS experiment that was launched in May 2011. The aim was to give tweeps the opportunity to explore CERN and share their experiences, allowi...

  13. Substantial utilization of Facebook, Twitter, YouTube, and Instagram in the prostate cancer community.

    Science.gov (United States)

    Struck, J P; Siegel, F; Kramer, M W; Tsaur, I; Heidenreich, A; Haferkamp, A; Merseburger, A S; Salem, J; Borgmann, H

    2018-03-09

    To measure the usage rate of social media (SoMe) resources in the prostate cancer community, we performed a comprehensive quantitative and qualitative assessment of SoMe activity on the topic of PCa on the four most frequented platforms. We scanned the SoMe platforms Facebook, Twitter, YouTube, and Instagram for "prostate cancer" as a cross-sectional analysis or during a defined time period. Sources were included if their communication centered on PCa by title and content. We assessed activity measurements for each SoMe source and classified the sources into six functional categories. We identified 99 PCa-related Facebook groups that amassed 31,262 members and 90 Facebook pages with 283,996 "likes". On YouTube, we found 536 PCa videos accounting for 43,966,634 views, 52,655 likes, 8597 dislikes, and 12,393 comments. During a 1-year time period, 32,537 users generated 110,971 tweets on #ProstateCancer on Twitter, providing over 544 million impressions. During a 1-month time period, 638 contributors posted 1081 posts on Instagram, generating over 22,000 likes and 4,748,159 impressions. Among six functional categories, general information/support dominated the SoMe landscape on all SoMe platforms. SoMe activity on the topic of PCa on the four most frequented platforms is high. Facebook groups, YouTube videos, and Twitter tweets are mainly used for giving general information on PCa and education. High SoMe utilization in the PCa community underlines its future role for communication of PCa.

  14. Police Tweets and Public Perceptions of Safety and Police Performance: An Experiment on Framing and Other Tweet Content

    Directory of Open Access Journals (Sweden)

    Imke Smulders

    2017-05-01

    Full Text Available The introduction of new media as a means of communication by the police triggers interesting questions about the impact of such new developments, such as the effect on people’s safety perceptions. Since communication is mostly overlooked as a possible determinant of safety perception, this led to a research project into the relationship between Twitter use by community policing officers and citizen’s perceptions of safety. This article reports on a part of this study, an experiment on framing and other linguistic effects of tweets by police officers. To assess the aforementioned relationship, it is important to examine how the precise content of a community policing officer’s tweet is perceived by the public. In an experimental setting the effects of gain versus loss frames, implicit versus explicit advice and style of addressing have been tested, with regard to safety perceptions and several related factors. The results show that gain framed tweets yield significantly more positive responses concerning opinion about police performance, perceived risk of burglary or assault, safety perception and marginally for perceived crime level in the neighbourhood. Including an explicitly or implicitly formulated piece of advice in the tweets doesn’t make a difference in any of the queried variables and style of addressing has only small effects: formal address leads to slightly more positive opinions about police performance than impersonal address.  The results show that formulation aspects – specifically framing – are worth taking into account in safety communications and that this type of research is beneficial for studying effects of social media.

  15. Passive Facebook use, Facebook addiction, and associations with escapism: an experimental vignette study

    OpenAIRE

    Young, LN; Kuss, DJ; Griffiths, MD; Howard, CJ

    2017-01-01

    There is relatively little research considering motivations of passive Facebook use. However, research regarding motivations of general Facebook use indicates that people use Facebook to escape – and that escapism may motivate passive Facebook use. Research also suggests that using Facebook to escape is associated with Facebook addiction. Using an experimental vignette design, the present research investigated whether passive Facebook use is motivated by escapism and whether this escape motiv...

  16. Capturing Tweets on Climate Change: What is the role of Twitter in Climate Change Communication?

    Science.gov (United States)

    Ngo, A. M.; McNeal, K.; Luginbuhl, S.; Enteen, J.

    2015-12-01

    Climate change is a major environmental issue that is often discussed throughout the world using social media outlets such as Twitter. This research followed and collected tweets about climate change as they related to two events: (i) the June 18, 2015 release of the Encyclical by Pope Francis which included content about climate change and (ii) the upcoming COP21 conference, a United Nations climate change conference, to be held on Dec. 7-8, 2015 in Paris. Using a Twitter account and Ncapture we were able to collect tens of thousands of climate change related tweets that were then loaded into a program called Nvivo which stored the tweets and associated publically available user information. We followed a few major hashtags such as COP21, UNFCCC, @climate, and the Pope. We examined twitter users, the information sources, locations, number of re-tweets, and frequency of tweets as well as the category of the tweet in regard to positive, negative, and neutral positions about climate. Frequency analysis of tweets over a 10 day period of the Encyclical event showed that ~200 tweets per day were made prior to the event, with ~1000 made on the day of the event, and ~100 per day following the event. For the COP21 event, activity ranged from 2000-3000 tweets per day. For the Encyclical event, an analysis of 1100 tweets on the day of release indicated that 47% of the tweets had a positive perspective about climate change, 50% were neutral, 1% negative, and 2% were unclear. For the COP21 event, an analysis of 342 tweets randomly sampled from 31,721 tweets, showed that 53% of the tweets had a positive perspective about climate change, 12% were neutral, 13% negative, and 22% were unclear. Differences in the frequency and perspectives of tweets were likely due to the nature of the events, one a long-term and recurring international event and the other a single international religious-oriented event. We tabulated the top 10 tweets about climate change as they relate to these two

  17. Quantifying the role of online news in linking conservation research to Facebook and Twitter.

    Science.gov (United States)

    Papworth, S K; Nghiem, T P L; Chimalakonda, D; Posa, M R C; Wijedasa, L S; Bickford, D; Carrasco, L R

    2015-06-01

    Conservation science needs to engage the general public to ensure successful conservation interventions. Although online technologies such as Twitter and Facebook offer new opportunities to accelerate communication between conservation scientists and the online public, factors influencing the spread of conservation news in online media are not well understood. We explored transmission of conservation research through online news articles with generalized linear mixed-effects models and an information theoretic approach. In particular, we assessed differences in the frequency conservation research is featured on online news sites and the impact of online conservation news content and delivery on Facebook likes and shares and Twitter tweets. Five percent of articles in conservation journals are reported in online news, and the probability of reporting depended on the journal. There was weak evidence that articles on climate change and mammals were more likely to be featured. Online news articles about charismatic mammals with illustrations were more likely to be shared or liked on Facebook and Twitter, but the effect of news sites was much larger. These results suggest journals have the greatest impact on which conservation research is featured and that news site has the greatest impact on how popular an online article will be on Facebook and Twitter. © 2015 Society for Conservation Biology.

  18. Revisiting an open access monograph experiment: measuring citations and tweets 5 years later.

    Science.gov (United States)

    Snijder, Ronald

    An experiment run in 2009 could not assess whether making monographs available in open access enhanced scholarly impact. This paper revisits the experiment, drawing on additional citation data and tweets. It attempts to answer the following research question: does open access have a positive influence on the number of citations and tweets a monograph receives, taking into account the influence of scholarly field and language? The correlation between monograph citations and tweets is also investigated. The number of citations and tweets measured in 2014 reveal a slight open access advantage, but the influence of language or subject should also be taken into account. However, Twitter usage and citation behaviour hardly overlap.

  19. Facing Facebook: A Guide for Nonteens

    Science.gov (United States)

    Siegle, Del

    2011-01-01

    Facebook is a social networking phenomenon that has taken the United States by storm and gained universal popularity. Facebook has more than one-half trillion members; 1 out of every 12 people on the planet has a Facebook account. Some argue the interactive nature of social networking sites (SNSs) such as Facebook, as well as other interactive…

  20. Tools at Work: Facebook's March on Privacy

    Science.gov (United States)

    Rethlefsen, Melissa L.

    2010-01-01

    May 31, 2010, was Quit Facebook Day. But although only around 35,000 of the 500 million Facebook users pledged to quit Facebook on Memorial Day, there's a sense of unease stirring with the social network's strategy. Congress has called for Facebook to explain its stance on the collection and sharing of user information (see…

  1. Del telegrama a los tweets: investigación sobre la interacción del adulto mayor con las redes sociales y aplicaciones Google considerando aspectos de usabilidad y accesibilidad web

    OpenAIRE

    Díaz, Francisco Javier; Harari, Ivana

    2015-01-01

    En este artículo se presenta el estado de avance de la tesina “Del Telegrama a los Tweets: Investigación sobre la Interacción del Adulto Mayor con las Redes Sociales y Aplicaciones Google, considerando Aspectos de Usabilidad y Accesibilidad Web” para el magister de Redes de Datos de la Fac.de Informática de la Universidad Nacional de La Plata. La misma consiste en una investigación integral sobre la interacción entre los adultos mayores y las aplicaciones de Web 2.0 actuales como Facebook y T...

  2. Why Do People Use Facebook?

    Science.gov (United States)

    Nadkarni, Ashwini; Hofmann, Stefan G.

    2011-01-01

    The social networking site, Facebook, has gained an enormous amount of popularity. In this article, we review the literature on the factors contributing to Facebook use. We propose a model suggesting that Facebook use is motivated by two primary needs: (1) The need to belong and (2) the need for self-presentation. Demographic and cultural factors contribute to the need to belong, whereas neuroticism, narcissism, shyness, self-esteem and self-worth contribute to the need for self presentation. Areas for future research are discussed. PMID:22544987

  3. Facebook-mainonta : case: Sotka

    OpenAIRE

    Paananen, Jani

    2014-01-01

    Tämä opinnäytetyö käsittelee Facebook-mainontaa. Tavoitteena oli selvittää, millä tavalla yrityksen Facebook-sivun tykkääjämäärää saadaan tehokkaasti kasvatettua Facebook-mainonnan avulla. Sivutavoitteena oli tutkia, saadaanko samassa yhteydessä tehokkaasti kartutettua yrityksen sähköpostirekisteriä. Tämän työn case-yrityksenä on Sotka, joka on suomalainen huonekalujen vähittäiskauppaketju. Opinnäytetyö toteutettiin toimeksiantona Sotkalle. Tutkimuksen aihetta pidettiin yrityksessä tärkeä...

  4. Using Facebook to facilitate course-related discussion between students and faculty members.

    Science.gov (United States)

    DiVall, Margarita V; Kirwin, Jennifer L

    2012-03-12

    To use Facebook to facilitate online discussion of the content of a Comprehensive Disease Management course and to evaluate student use and perceptions of this exercise. A Facebook page was created and coordinators encouraged students to "like" the page and to post and view study tips, links, or questions. At the end of the course, students' use and perceptions were evaluated using an anonymous survey tool. At the end of week 1, there were 81 followers, 5 wall posts, and 474 visits to the course Facebook page. At peak use, the page had 117 followers, 18 wall posts, and 1,326 visits. One hundred nineteen students (97% of the class) completed the survey tool. Twenty-six percent of students contributed posts compared to 11% who posted on the course discussion board on Blackboard. Students were more likely to post and be exposed to posts on Facebook than on Blackboard. Students found Facebook helpful and 57% said they would miss Facebook if use was not continued in subsequent courses. Students in a Comprehensive Disease Management course found the addition of a Facebook page a valuable study tool and thought most posts added to their learning.

  5. What Drives Health Professionals to Tweet About the HPV Vaccine?

    Centers for Disease Control (CDC) Podcasts

    2018-02-20

    This podcast features Philip Massey, PhD, MPH, an assistant professor at Drexel University and one of the authors of a recent study that looks at what motivates health professionals to tweet about the HPV vaccine. Philip answers questions about his research and what impact social media can have on public health and health care communication.  Created: 2/20/2018 by Preventing Chronic Disease (PCD), National Center for Chronic Disease Prevention and Health Promotion (NCCDPHP).   Date Released: 2/20/2018.

  6. "For whom the bell tolls": emotional rubbernecking in Facebook memorial groups.

    Science.gov (United States)

    DeGroot, Jocelyn M

    2014-01-01

    Facebook memorial groups are often formed as a way for people to remember a deceased loved one. Because of the public nature of communication on Facebook, people who did not intimately know the deceased (emotional rubberneckers) can locate memorial groups and watch as people grieve the loss of their friend or family member. Using grounded theory methods, the author identified and examined the function of the rubberneckers' messages posted on 10 Facebook memorial group walls. Emotional rubberneckers identified with the deceased and expressed sadness at their death, indicating a connection with the deceased stranger.

  7. Face to (face)book: the two faces of social behavior?

    Science.gov (United States)

    Ivcevic, Zorana; Ambady, Nalini

    2013-06-01

    Social networking sites such as Facebook represent a unique and dynamic social environment. This study addresses three theoretical issues in personality psychology in the context of online social networking sites: (a) the temporal consistency of Facebook activity, (b) people's awareness of their online behavior, and (c) comparison of social behavior on Facebook with self- and informant-reported behavior in real life. Facebook Wall pages of 99 college students (mean age = 19.72) were downloaded six times during 3 weeks and coded for quantity and quality of activity. Everyday social interactions were assessed by self- and friend report. Facebook activity showed significant consistency across time, and people demonstrated awareness of their online behavior. There was significant similarity between everyday traits and interactions and Facebook behavior (e.g., more posts by friends are related to Agreeableness). Some differences between online and everyday interactions warrant further research (e.g., individuals with more positive offline relationships are less likely to engage in back-and-forth conversations on Facebook). The results indicate substantial similarity between online and offline social behavior and identify avenues for future research on the possible use of Facebook to compensate for difficulty in everyday interactions. © 2012 Wiley Periodicals, Inc.

  8. When perceptions defy reality: The relationships between depression and actual and perceived Facebook social support.

    Science.gov (United States)

    Park, Jiyoung; Lee, David Seungjae; Shablack, Holly; Verduyn, Philippe; Deldin, Patricia; Ybarra, Oscar; Jonides, John; Kross, Ethan

    2016-08-01

    Although the relationship between depression and "offline" social support is well established, numerous questions surround the relationship between "online" social support and depression. We explored this issue by examining the social support dynamics that characterize the way individuals with varying levels of depression (Study 1) and SCID-diagnosed clinically depressed and non-depressed individuals (Study 2) interact with Facebook, the world's largest online social network. Using a novel methodology, we examined how disclosing positive or negative information on Facebook influences the amount of social support depressed individuals (a) actually receive (based on actual social support transactions recorded on Facebook walls) and (b) think they receive (based on subjective assessments) from their Facebook network. Contrary to prior research indicating that depression correlates with less actual social support from "offline" networks, across both studies depression was positively correlated with social support from Facebook networks when participants disclosed negative information (p=.02 in Study 1 and p=.06 in Study 2). Yet, depression was negatively correlated with how much social support participants thought they received from their Facebook networks (p=.005 in Study 1 and p=.001 in Study 2). The sample size was relatively small in Study 2, reflecting difficulties of recruiting individuals with Major Depressive Disorder. These results demonstrate that an asymmetry characterizes the relationship between depression and different types of Facebook social support and further identify perceptions of Facebook social support as a potential intervention target. (243 words; 250 max). Copyright © 2016 Elsevier B.V. All rights reserved.

  9. FACEBOOK COMMUNICATION IN HIGHER EDUCATION

    Directory of Open Access Journals (Sweden)

    Emanuela Maria AVRAM

    2014-11-01

    Full Text Available The social networks have been growing steadily in recent years. Facebook, one of the most popular social networks, is a modern means of communication and socialization that has taken lately more ground in higher education becoming an important academic tool in the communication process. Many universities have their own Facebook page, being used by both students and teachers, and creating Facebook groups increasingly facilitates communication with students. Thus, this paper aims to identify the importance that Facebook holds in the academic communication process and highlights the implications it has in higher education. The results reveal that this type of communication has gained more ground in academia creating real social communities, and students use it more and more for collaboration in various activities involved in the higher education system, but also for socializing and information.

  10. Advanced Melanoma Facebook Live Event

    Science.gov (United States)

    In case you missed it, watch this recent Facebook Live event about the current state of research and treatment for advanced stage melanoma. To learn more, see our evidence-based information about skin cancer, including melanoma.

  11. Excessive use of Facebook: The influence of self-monitoring and Facebook usage on social support

    Directory of Open Access Journals (Sweden)

    Vikanda Pornsakulvanich

    2018-01-01

    Full Text Available This study examined the influence of self-monitoring and the amount of Facebook use on Facebook addiction, and the associations among self-monitoring, Facebook addiction, Facebook usage, and social support. A cross-sectional design was used to collect the data from 257 college students who have used Facebook. The findings indicated that high self-monitors were more likely to be addicted to Facebook than were low self-monitors. In addition, the number of friends and Facebook activities were the major predictors of the amount of time on Facebook. High self-monitors, Facebook activities, and the amount of time predicted Facebook addiction. Moreover, the number of friends and low-self-monitors were linked to social support. Keywords: Facebook addiction, Facebook usage, self-monitoring, social support

  12. Cultural influences on Facebook photographs.

    Science.gov (United States)

    Huang, Chih-Mao; Park, Denise

    2013-01-01

    Prior research in social psychology indicates that East Asians from collectivistic and interdependent sociocultural systems are more sensitive to contextual information than Westerners, whereas Westerners with individualistic and independent representation have a tendency to process focal and discrete attributes of the environment. Here we have demonstrated that such systematic cultural variations can also be observed in cyberspace, focusing on self-presentation of photographs on Facebook, the most popular worldwide online social network site. We examined cultural differences in face/frame ratios for Facebook profile photographs in two studies. For Study 1, 200 digital profile face photographs of active Facebook users were randomly selected from native and immigrant Taiwanese and Americans. For Study 2, 312 Facebook profiles of undergraduate students of six public universities in East Asia (Hong Kong, Singapore, and Taiwan) and the United States (California and Texas) were randomly selected. Overall, the two studies clearly showed that East Asian Facebook users are more likely to deemphasize their faces compared to Americans. Specifically, East Asians living in Hong Kong, Singapore, and Taiwan exhibited a predilection for context inclusiveness in their profile photographs, whereas Americans tended to prioritize their focal face at the expense of the background. Moreover, East Asian Facebook users had lower intensity of facial expression than Americans on their photographs. These results demonstrate marked cultural differences in context-inclusive styles versus object-focused styles between East Asian and American Facebook users. Our findings extend previous findings from the real world to cyberspace, and provide a novel approach to investigate cognition and behaviors across cultures by using Facebook as a data collection platform.

  13. Cultural influences on Facebook photographs

    Science.gov (United States)

    Huang, Chih-Mao; Park, Denise

    2012-01-01

    Prior research in social psychology indicates that East Asians from collectivistic and interdependent sociocultural systems are more sensitive to contextual information than Westerners, whereas Westerners with individualistic and independent representation have a tendency to process focal and discrete attributes of the environment. Here we have demonstrated that such systematic cultural variations can also be observed in cyberspace, focusing on self-presentation of photographs on Facebook, the most popular worldwide online social network site. We examined cultural differences in face/frame ratios for Facebook profile photographs in two studies. For Study 1, 200 digital profile face photographs of active Facebook users were randomly selected from native and immigrant Taiwanese and Americans. For Study 2, 312 Facebook profiles of undergraduate students of six public universities in East Asia (Hong Kong, Singapore, and Taiwan) and the United States (California and Texas) were randomly selected. Overall, the two studies clearly showed that East Asian Facebook users are more likely to deemphasize their faces compared to Americans. Specifically, East Asians living in Hong Kong, Singapore, and Taiwan exhibited a predilection for context inclusiveness in their profile photographs, whereas Americans tended to prioritize their focal face at the expense of the background. Moreover, East Asian Facebook users had lower intensity of facial expression than Americans on their photographs. These results demonstrate marked cultural differences in context-inclusive styles versus object-focused styles between East Asian and American Facebook users. Our findings extend previous findings from the real world to cyberspace, and provide a novel approach to investigate cognition and behaviors across cultures by using Facebook as a data collection platform. PMID:22468606

  14. Somemarkkinointi : Facebook-kampanja Splizzeriassa

    OpenAIRE

    Lerto, Susanna

    2016-01-01

    Opinnäytetyön aiheena on sosiaalisessa mediassa, ja tässä tapauksessa Facebookissa, tapahtuva markkinointi. Opinnäytetyön ohessa teen pienimuotoisen markkinointikampanjan Splizzerian jo olemassa oleville Facebook-sivuille. Opinnäytetyön tavoitteena on saada käsitys Facebook-markkinoinnin toimivuudesta ja toteutettavuudesta Splizzerian kohdalla. Splizzeria edustaa uudenlaista konseptia, ja se on täysin suomalainen ravintolaketju. Splizzerian perusajatus, yhdistää kaksi erilaista makumaail...

  15. Fictional privacy among Facebook users.

    Science.gov (United States)

    Lemieux, Robert

    2012-08-01

    The current study involved the creation of a fictional Facebook account with limited information and was designed to assess whether participants would accept the friendship of an ambiguous, unknown person. Results indicated that 325 Facebook members (72% of the sample) willingly accepted the friendship of the unknown individual. Results are discussed in relation to privacy concerns, norms of reciprocity, and allowing access to potentially embarrassing information and/or pictures.

  16. Leveraging Facebook to Brand Radiology.

    Science.gov (United States)

    Tso, Hilda H; Parikh, Jay R

    2018-03-30

    In the current health care climate, radiologists should consider developing their brand. Facebook is the market leader for social media networking in the United States. The authors describe how radiologists can leverage Facebook to develop and market organizational, group, and individual brands. The authors then address concerns related to the use of social media by radiologists. Copyright © 2018 American College of Radiology. Published by Elsevier Inc. All rights reserved.

  17. Health tweets: an exploration of health promotion on twitter.

    Science.gov (United States)

    Donelle, Lorie; Booth, Richard G

    2012-09-30

    Twitter® is a popular microblogging site that allows users to disseminate information in 140 characters of text or less. A review of literature indicated that, to date, there has been little inquiry into the health based discussions conceptualized and enacted within and among Twitter users. Methods for this qualitative study included a directed content analysis, guided by the Public Health Agency of Canada's Determinant of Health (DOH) framework was completed to explore health based discussions on Twitter. A 24-hour cross-section of tweets (N=2400) containing the word or hashtag 'health' were collected for analysis. Findings revealed predominant themes of health services, personal health practices, and education. Many of the tweeted messages reflected existing political and social issues publicized within the global mass media. This study also considered the evolving dynamic behind the conceptualization of health and how it is co-constructed through news media, advertising, and social network technologies. Discussion of the emerging themes and implications for practice are presented.

  18. Vape, quit, tweet? Electronic cigarettes and smoking cessation on Twitter.

    Science.gov (United States)

    van der Tempel, Jan; Noormohamed, Aliya; Schwartz, Robert; Norman, Cameron; Malas, Muhannad; Zawertailo, Laurie

    2016-03-01

    Individuals seeking information about electronic cigarettes are increasingly turning to social media networks like Twitter. We surveyed dominant Twitter communications about e-cigarettes and smoking cessation, examining message sources, themes, and attitudes. Tweets from 2014 were searched for mentions of e-cigarettes and smoking cessation. A purposive sample was subjected to mixed-methods analysis. Twitter communication about e-cigarettes increased fivefold since 2012. In a sample of 300 tweets from high-authority users, attitudes about e-cigarettes as smoking cessation aids were favorable across user types (industry, press, public figures, fake accounts, and personal users), except for public health professionals, who lacked consensus and contributed negligibly to the conversation. The most prevalent message themes were marketing, news, and first-person experiences with e-cigarettes as smoking cessation aids. We identified several industry strategies to reach Twitter users. Our findings show that Twitter users are overwhelmingly exposed to messages that favor e-cigarettes as smoking cessation aids, even when disregarding commercial activity. This underlines the need for effective public health engagement with social media to provide reliable information about e-cigarettes and smoking cessation online.

  19. Spatial-Temporal Event Detection from Geo-Tagged Tweets

    Directory of Open Access Journals (Sweden)

    Yuqian Huang

    2018-04-01

    Full Text Available As one of the most popular social networking services in the world, Twitter allows users to post messages along with their current geographic locations. Such georeferenced or geo-tagged Twitter datasets can benefit location-based services, targeted advertising and geosocial studies. Our study focused on the detection of small-scale spatial-temporal events and their textual content. First, we used Spatial-Temporal Density-Based Spatial Clustering of Applications with Noise (ST-DBSCAN to spatially-temporally cluster the tweets. Then, the word frequencies were summarized for each cluster and the potential topics were modeled by the Latent Dirichlet Allocation (LDA algorithm. Using two years of Twitter data from four college cities in the U.S., we were able to determine the spatial-temporal patterns of two known events, two unknown events and one recurring event, which then were further explored and modeled to identify the semantic content about the events. This paper presents our process and recommendations for both finding event-related tweets as well as understanding the spatial-temporal behaviors and semantic natures of the detected events.

  20. "Get drunk. Smoke weed. Have fun.": A Content Analysis of Tweets About Marijuana and Alcohol.

    Science.gov (United States)

    Krauss, Melissa J; Grucza, Richard A; Bierut, Laura J; Cavazos-Rehg, Patricia A

    2017-05-01

    To explore the sentiment and themes of Twitter chatter that mentions both alcohol and marijuana. Cross-sectional analysis of tweets mentioning both alcohol and marijuana during 1 month was performed. The study setting was Twitter. Tweets sent from February 4 to March 5, 2014, were studied. A random sample (n = 5000) of tweets that mentioned alcohol and marijuana were qualitatively coded as normalizing both substances, preferring one substance over the other, or discouraging both substances. Other common themes were identified. More than half (54%) of the tweets normalized marijuana and alcohol (without preferring one substance over the other), and 24% preferred marijuana over alcohol. Only 2% expressed a preference for alcohol over marijuana, 7% discouraged the use of both substances, and the sentiment was unknown for 13% of the tweets. Common themes among tweets that normalized both substances included using the substances with friends (17%) and mentioning substance use in the context of sex or romance (14%). Common themes among tweets that preferred marijuana over alcohol were the beliefs that marijuana is safer than alcohol (46%) and preferences for effects of marijuana over alcohol (40%). Tweets normalizing polysubstance use or encouraging marijuana use over alcohol use are common. Both online and offline prevention efforts are needed to increase awareness of the risks associated with polysubstance use and marijuana use.

  1. Detecting Dutch political tweets : A classifier based on voting system using supervised learning

    NARCIS (Netherlands)

    de Mello Araújo, Eric Fernandes; Ebbelaar, Dave

    The task of classifying political tweets has been shown to be very difficult, with controversial results in many works and with non-replicable methods. Most of the works with this goal use rule-based methods to identify political tweets. We propose here two methods, being one rule-based approach,

  2. TwitterNEED: a hybrid approach for named entity extraction and disambiguation for tweets

    NARCIS (Netherlands)

    Habib, Mena Badieh; van Keulen, Maurice

    Twitter is a rich source of continuously and instantly updated information. Shortness and informality of tweets are challenges for Natural Language Processing tasks. In this paper, we present TwitterNEED, a hybrid approach for Named Entity Extraction and Named Entity Disambiguation for tweets. We

  3. The Complex Relationship of Realspace Events and Messages in Cyberspace: Case Study of Influenza and Pertussis Using Tweets

    Science.gov (United States)

    Nagel, Anna C; Spitzberg, Brian H; An, Li; Gawron, J Mark; Gupta, Dipak K; Yang, Jiue-An; Han, Su; Peddecord, K Michael; Lindsay, Suzanne; Sawyer, Mark H

    2013-01-01

    Background Surveillance plays a vital role in disease detection, but traditional methods of collecting patient data, reporting to health officials, and compiling reports are costly and time consuming. In recent years, syndromic surveillance tools have expanded and researchers are able to exploit the vast amount of data available in real time on the Internet at minimal cost. Many data sources for infoveillance exist, but this study focuses on status updates (tweets) from the Twitter microblogging website. Objective The aim of this study was to explore the interaction between cyberspace message activity, measured by keyword-specific tweets, and real world occurrences of influenza and pertussis. Tweets were aggregated by week and compared to weekly influenza-like illness (ILI) and weekly pertussis incidence. The potential effect of tweet type was analyzed by categorizing tweets into 4 categories: nonretweets, retweets, tweets with a URL Web address, and tweets without a URL Web address. Methods Tweets were collected within a 17-mile radius of 11 US cities chosen on the basis of population size and the availability of disease data. Influenza analysis involved all 11 cities. Pertussis analysis was based on the 2 cities nearest to the Washington State pertussis outbreak (Seattle, WA and Portland, OR). Tweet collection resulted in 161,821 flu, 6174 influenza, 160 pertussis, and 1167 whooping cough tweets. The correlation coefficients between tweets or subgroups of tweets and disease occurrence were calculated and trends were presented graphically. Results Correlations between weekly aggregated tweets and disease occurrence varied greatly, but were relatively strong in some areas. In general, correlation coefficients were stronger in the flu analysis compared to the pertussis analysis. Within each analysis, flu tweets were more strongly correlated with ILI rates than influenza tweets, and whooping cough tweets correlated more strongly with pertussis incidence than

  4. Tweeting as Health Communication: Health Organizations' Use of Twitter for Health Promotion and Public Engagement.

    Science.gov (United States)

    Park, Hyojung; Reber, Bryan H; Chon, Myoung-Gi

    2016-01-01

    This study examined how major health organizations use Twitter for disseminating health information, building relationships, and encouraging actions to improve health. The sampled organizations were the American Heart Association, American Cancer Society, and American Diabetes Association. A content analysis was conducted on 1,583 tweets to examine these organizations' use of Twitter's interactive features and to understand the message functions and topics of their tweets. The numbers of retweets and favorites were also measured as engagement indicators and compared by different message functions. The results revealed that all of the organizations posted original tweets most, but they differed in the degree to which they used the retweet and reply functions. Hashtags and hyperlinks were the most frequently used interactive tools. The majority of the tweets were about organization-related topics, whereas personal health-related tweets represented a relatively small portion of the sample. Followers were most likely to like and retweet personal health action-based messages.

  5. How Facebook saved our day!

    Science.gov (United States)

    Ben-Yakov, Maxim; Snider, Carolyn

    2011-11-01

    Facebook and social media networking applications use is ubiquitous across all ages and cultures. Facebook has finally begun to appear in the medical-scientific press. Today's medical literature is focused on concerns of professionalism in young health care practitioners vis-à-vis the lay public as they continuously expose themselves through this online social medium. With over 500 million users, Facebook hosts many of our patients, who are also exposed to the Internet and social media. Nobody so far has considered the opposite issue: that of physician invasion of privacy by "looking-up" a patient on Facebook during clinical practice for purposes of history-taking or diagnostic clues in situations where patients are too ill to provide needed information. We need to consider the ethical implications of privacy invasion in the current era of information technology. We need to acquire and maintain a certain level of "social media competency" to better debate the issues around Facebook and how we integrate on-line content with our patients' histories of present illness (HPI) or past medical histories (if at all). © 2011 by the Society for Academic Emergency Medicine.

  6. Trial by Tweet? Findings on Facebook? Social Media Innovation or Degradation? The Future and Challenge of Change for Courts

    Directory of Open Access Journals (Sweden)

    Pamela D. Schutz

    2013-02-01

    Full Text Available The growth and exponential influence of social media challenging modern media outlets and the scope of participants is rivalling that of nation states. In addition the power of this media spectrum is forming another style of Public Square in cyber space and the demise of the spiral of silence. In turn this appears to be democratic input that can affect public policy and perhaps affects court administration and outcomes. This paper argues that while Courts must become more media savvy and modernise their methods of information outputs, it is also incumbent upon them to consider the theoretical impact and practices at work and how to ensure the delivery and dissemination of relevant responsive information and maintain the integrity and independence of Courts and the Judiciary.

  7. Take two aspirin and tweet me in the morning: how Twitter, Facebook, and other social media are reshaping health care.

    Science.gov (United States)

    Hawn, Carleen

    2009-01-01

    If you want a glimpse of what health care could look like a few years from now, consider "Hello Health," the Brooklyn-based primary care practice that is fast becoming an emblem of modern medicine. A paperless, concierge practice that eschews the limitations of insurance-based medicine, Hello Health is popular and successful, largely because of the powerful and cost-effective communication tools it employs: Web-based social media. Indeed, across the health care industry, from large hospital networks to patient support groups, new media tools like weblogs, instant messaging platforms, video chat, and social networks are reengineering the way doctors and patients interact.

  8. Predicting iPhone Sales from iPhone Tweets

    DEFF Research Database (Denmark)

    Lassen, Niels Buus; Madsen, Rene; Vatrapu, Ravi

    2014-01-01

    Recent research in the field of computational social science have shown how data resulting from the widespread adoption and use of social media channels such as twitter can be used to predict outcomes such as movie revenues, election winners, localized moods, and epidemic outbreaks. Underlying as...... sentiments of tweets. We discuss the findings and conclude with implications for predictive analytics with big social data.......Recent research in the field of computational social science have shown how data resulting from the widespread adoption and use of social media channels such as twitter can be used to predict outcomes such as movie revenues, election winners, localized moods, and epidemic outbreaks. Underlying......, we demonstrate how social media data from twitter can be used to predict the sales of iPhones. Based on a conceptual model of social data consisting of social graph (actors, actions, activities, and artefacts) and social text (topics, keywords, pronouns, and sentiments), we develop and evaluate...

  9. Teacher Tweets Improve Achievement for Eighth Grade Science Students

    OpenAIRE

    Carol Van Vooren; Corey Bess

    2013-01-01

    In the Digital Age teachers have fallen far behind the technical skills of their "digital native" students. The implementation of technology as a tool for classroom communication is foreign for most teachers, but highly preferred by students. While teenagers are using Facebook, Twitter, and other social networks to communicate, teachers continue to respond through face-to-face conversations, telephone calls, and email messaging. Twitter, a platform for short message service text, is an online...

  10. Namibian and American cultural orientations toward facebook

    CSIR Research Space (South Africa)

    Peters, AN

    2012-05-01

    Full Text Available participants in America, Namibia, and expatriate Namibians. From this, we identified five key areas of difference: 1) Motivations for joining Facebook; 2) Attitude toward Facebook connections; 3) Self presentation and photo sharing; 4) Communication about death...

  11. A Review of Research on Facebook as an Educational Environment

    Science.gov (United States)

    Aydin, Selami

    2012-01-01

    The purpose of this study is to present a review of Facebook as an educational environment, as research on its use within education is relatively new. The study is categorized into six sections: Facebook users; reasons people use Facebook; harmful effects of Facebook; Facebook as an educational environment; Facebook's effects on culture, language,…

  12. Tweeting the meeting: A comparative analysis of an Australian emergency medicine conference over four years

    Directory of Open Access Journals (Sweden)

    Cristian Udovicich

    2016-01-01

    Full Text Available Objective: Social media allows user-generated content and dialog between users and has also entered into the domain of healthcare. The purpose of this study was to compare the use of Twitter at the Australasian College of Emergency Medicine Annual Scientific Meeting (ACEM ASM from 2011 to 2014 and analyze its ability to spread emergency medicine education. Materials and Methods: Retrospectively, TweetReach was utilized to analyze relevant tweets. Each Annual Scientific Meeting (ASM had an associated Twitter account/s from, which data were collected. Duplicate tweets were excluded from the analysis. Information on the number of total tweets (regular tweets, retweets, and replies and contributors was gathered. The potential audience, the reach, was calculated. Results: From 2011 to 2014 the number of tweets rose from 460 to 4694, a 920% increase. Only 54 Twitter users contributed to the 2011 ASM. This rose to 252 (2012, 291 (2013 and 572 (2014. The average number of tweets per contributor ranged from 8.2 to 10.9. The reach, the potential number of Twitter users exposed to posts, rose >30 times from 2011 (15,502 users to 2014 (471,166. Conclusion: The use of Twitter at the ACEM ASM rose significantly from 2011 to 2014. It is a highly useful tool for the dissemination of emergency medicine education. Twitter has been harnessed by the ASM to enhance the conference experience by further generating interaction between delegates as well as those worldwide.

  13. Tweeting the meeting: A comparative analysis of an Australian emergency medicine conference over four years.

    Science.gov (United States)

    Udovicich, Cristian; Barberi, Anthony; Perera, Kalpa

    2016-01-01

    Social media allows user-generated content and dialog between users and has also entered into the domain of healthcare. The purpose of this study was to compare the use of Twitter at the Australasian College of Emergency Medicine Annual Scientific Meeting (ACEM ASM) from 2011 to 2014 and analyze its ability to spread emergency medicine education. Retrospectively, TweetReach was utilized to analyze relevant tweets. Each Annual Scientific Meeting (ASM) had an associated Twitter account/s from, which data were collected. Duplicate tweets were excluded from the analysis. Information on the number of total tweets (regular tweets, retweets, and replies) and contributors was gathered. The potential audience, the reach, was calculated. From 2011 to 2014 the number of tweets rose from 460 to 4694, a 920% increase. Only 54 Twitter users contributed to the 2011 ASM. This rose to 252 (2012), 291 (2013) and 572 (2014). The average number of tweets per contributor ranged from 8.2 to 10.9. The reach, the potential number of Twitter users exposed to posts, rose >30 times from 2011 (15,502 users) to 2014 (471,166). The use of Twitter at the ACEM ASM rose significantly from 2011 to 2014. It is a highly useful tool for the dissemination of emergency medicine education. Twitter has been harnessed by the ASM to enhance the conference experience by further generating interaction between delegates as well as those worldwide.

  14. Visualization of Information Based on Tweets from Meteorological, Climatological, and Geophysical Agency: BMKG

    Directory of Open Access Journals (Sweden)

    Mira Chandra Kirana

    2018-05-01

    Full Text Available Indonesia is a country with high rate of natural disaster, so any information about early warning of natural disaster are very important. Social media such as Twitter become one of tools for spreading information about natural disaster warning from account of  Meteorology, Climatology and Geophysics Agency (BMKG, therefore, the effectiveness of this kind of method for providing information have not known yet. The statement becomes the reason that the visualization is needed to analyze the information spread of natural disaster early warning with Twitter. This study is performed in 3 steps, which is retrieving, preprocessing then visualization. Retrieving process is used to get the tweet data of BMKG account in twitter then save into database, while preprocessing is done to process tweet data that has been saved in database by grouping the data according to the category, which includes Meteorology, Climatology, and Geophysics according to existing keyword, also reduce tweet data that is unimportant like BMKG's reply tweet toward other user's question. Visualization stage uses the result of preprocessing data into line chart graphic, bar chart and pie chart. Highest information spreading from BMKG tweet happened in Geophysics at March with 25987 re-tweets, while the highest peak happened at 2 March 2016 with information about 8.3 SR earthquake in Mentawai islands, West Sumatera with total of 6145 re-tweets.

  15. Studying Facebook and Instagram data

    DEFF Research Database (Denmark)

    Bechmann, Anja; Vahlstrup, Peter Bjerregaard

    2015-01-01

    The aim of this article is to discuss methodological implications and challenges in different kinds of deep and big data studies of Facebook and Instagram through methods involving the use of Application Programming Interface (API) data. This article describes and discusses Digital Footprints (www.......digitalfootprints.dk), a data extraction and analytics software that allows researchers to extract user data from Facebook and Instagram data sources; public streams as well as private data with user consent. Based on insights from the software design process and data driven studies the article argues for three main challenges...

  16. YouTube and Facebook

    DEFF Research Database (Denmark)

    Robertson, Scott P.; Vatrapu, Ravi; Medina, Richard

    This paper examines the links to YouTube from the Facebook “walls” of Barack Obama, Hillary Clinton, and John McCain over two years prior to the 2008 U.S. Presidential election. User-generated linkage patterns show how participants in these politically-related social networking dialogues used...... online video to make their points. We show a strong integration of the Web 2.0 and new media technologies of social networking and online video. We argue that political discussion in social networking environments can no longer be viewed as primarily textual, and that neither Facebook nor YouTube can...

  17. EDUCATIONAL PAGES IN FACEBOOK - A STUDY

    OpenAIRE

    Dr.N.Ramakrishnan; Mrs. R.PrasithaIndhumathy

    2017-01-01

    Facebook Pages are a great resource for educational technology professionals to find companies, thought leaders, groups and organizations to share ideas and experiences with peers while expanding industry knowledge and increasing connections. Like most Facebook users, many educators use Facebook to connect with friends new and old, but the Internet's most popular site can also be a great learning and teaching tool. There are many Facebook pages that have been created as a resource to collect,...

  18. Facebook: Personality and privacy on profiles

    OpenAIRE

    Casado Riera, Carla; Oberst, Ursula; Carbonell, Xavier

    2015-01-01

    The aim of this study was to study the possible relationship between the privacy settings in Facebook profiles and two personality dimensions, extraversion and neuroticism, in relation to gender. The Privacy on Facebook Questionnaire and the Eysenck Personality Inventory was applied to a sample of 92 womenand 70 men, all users of Facebook. No significant relationship was found between extraversion or neuroticism and the privacy settings of Facebook profiles, but the results showed significant...

  19. Facebook addiction: concerns, criticisms and recommendations

    OpenAIRE

    Griffiths, MD

    2012-01-01

    This paper provides a brief critique of the ‘Facebook addiction’ research field in relation to the Bergen Facebook Addiction Scale developed by Andreaessen and colleagues (2012). Just like the term ‘Internet addiction’, the term ‘Facebook addiction’ may already be obsolete because there are many activities that a person can engage in on the Facebook website (e.g., messaging friends, playing games like Farmville, and gambling). What is needed is a new psychometric scale examining potential add...

  20. Excessive use of Facebook: The influence of self-monitoring and Facebook usage on social support

    OpenAIRE

    Vikanda Pornsakulvanich

    2018-01-01

    This study examined the influence of self-monitoring and the amount of Facebook use on Facebook addiction, and the associations among self-monitoring, Facebook addiction, Facebook usage, and social support. A cross-sectional design was used to collect the data from 257 college students who have used Facebook. The findings indicated that high self-monitors were more likely to be addicted to Facebook than were low self-monitors. In addition, the number of friends and Facebook activities were th...

  1. What Makes a Tweet Fly? Analysis of Twitter Messaging at Four Infection Control Conferences.

    Science.gov (United States)

    Mitchell, Brett G; Russo, Philip L; Otter, Jonathan A; Kiernan, Martin A; Aveling, Landon

    2017-11-01

    OBJECTIVE To examine tweeting activity, networks, and common topics mentioned on Twitter at 4 international infection control and infectious disease conferences. DESIGN A cross-sectional study. METHODS An independent company was commissioned to undertake a Twitter 'trawl' each month between July 1, 2016, and November 31, 2016. The trawl identified any tweets that contained the official hashtags of the conferences for (1) the UK Infection Prevention Society, (2) IDWeek 2016, (3) the Federation of Infectious Society/Hospital Infection Society, and (4) the Australasian College for Infection Prevention and Control. Topics from each tweet were identified, and an examination of the frequency and timing of tweets was performed. A social network analysis was performed to illustrate connections between users. A multivariate binary logistic regression model was developed to explore the predictors of 'retweets.' RESULTS In total, 23,718 tweets were identified as using 1 of the 2 hashtags of interest. The results demonstrated that the most tweets were posted during the conferences. Network analysis demonstrated a diversity of twitter networks. A link to a web address was a significant predictor of whether a tweet would be retweeted (odds ratio [OR], 2.0; 95% confidence interval [CI], 1.9-2.1). Other significant factors predicting a retweet included tweeting on topics such as Clostridium difficile (OR, 2.0; 95% CI, 1.7-2.4) and the media (OR, 1.8; 95% CI, 1.6-2.0). Tweets that contained a picture were significantly less likely to be retweeted (OR, 0.06; 95% CI, 0.05-0.08). CONCLUSION Twitter is a useful tool for information sharing and networking at infection control conferences. Infect Control Hosp Epidemiol 2017;38:1271-1276.

  2. Motives to use Facebook and problematic Facebook use in adolescents.

    Science.gov (United States)

    Marino, Claudia; Mazzieri, Elena; Caselli, Gabriele; Vieno, Alessio; Spada, Marcantonio M

    2018-05-30

    Background and aims There is a growing body of evidence suggesting that problematic Facebook use (PFU) is an emerging problem, particularly among adolescents. Although a number of motivations explaining why people engage in frequent Facebook use have been identified, less is known about the specific psychological needs underlying PFU. The aim of this study is to test a model designed to assess the unique contribution of psychological motives for using Facebook to the different PFU dimensions in a sample of adolescents. Methods A total of 864 Italian adolescents participated in the study. Multivariate multiple regression was run to test whether the four motives were differently associated with problematic dimensions. Results The results showed that the two motives with negative valence (coping and conformity) were significantly linked to the five dimensions of PFU, whereas the two motives with positive valence (enhancement and social) appeared to be weaker predictors for three out of these five dimensions. Discussion and conclusion In conclusion, psychological motives for using Facebook appeared to significantly contribute to explaining PFU among adolescents, and should be considered by researchers and educational practitioners.

  3. The effects of a social media policy on pharmacy students' facebook security settings.

    Science.gov (United States)

    Williams, Jennifer; Feild, Carinda; James, Kristina

    2011-11-10

    To examine how students entering a doctor of pharmacy (PharmD) program used Facebook privacy settings before and after the college's social media policy was presented to them. The Facebook profiles of all entering first-year pharmacy students across 4 campuses of a college of pharmacy were evaluated. Ten dichotomous variables of interest were viewed and recorded for each student's Facebook account at 3 time points: before the start of the semester, after presentation of the college's social media policy, and at the end of the semester. Data on whether a profile could be found and what portions of the profile were viewable also were collected. After introduction of the policy, a significant number of students increased their security settings (made information not visible to the public) related to Facebook walls, information pages, and links. Making pharmacy students aware of a college's social media policy had a positive impact on their behaviors regarding online security and privacy.

  4. Students' Educational Use of Facebook Groups

    Science.gov (United States)

    Dalsgaard, Christian

    2016-01-01

    The aim of the article is to explore educational use of student-managed Facebook groups in upper secondary education (in Denmark). Much research on educational potentials of Facebook has studied groups managed by teachers. However, there is a lack of in-depth research on Facebook groups managed by students and without participation from teachers.…

  5. Facebook: A Potentially Valuable Educational Tool?

    Science.gov (United States)

    Voivonta, Theodora; Avraamidou, Lucy

    2018-01-01

    This paper is concerned with the educational value of Facebook and specifically how it can be used in formal educational settings. As such, it provides a review of existing literature of how Facebook is used in higher education paying emphasis on the scope of its use and the outcomes achieved. As evident in existing literature, Facebook has been…

  6. Interrelationship between Attachment Styles and Facebook Addiction

    Science.gov (United States)

    Eroglu, Yuksel

    2016-01-01

    Social networking sites have started to become one of the most frequently used online communication types in the world. It is reported that one of the commonly used social networking sites is Facebook. Since Facebook use is new yet, it can be stated that researches on the Facebook addiction are at the beginning level. For this reason, determining…

  7. The Reluctance to be on a Facebook Sabbatical: How Facebook Promotes Students’ Academic Life

    OpenAIRE

    Pernille Bröns; Elke Greifeneder; Sonia Støvring

    2013-01-01

    Several studies indicate negative effects of Facebook usage on academic performance. This arti­cle argues that there is more to the connection between students’ Facebook usage and their academic per­formance. Three independent studies were carried out: one study examined the effects of a Facebook sab­batical on students; two further studies explored the Facebook usage behaviour of students who felt that a sabbatical would affect them aversely. The results indicate that Facebook plays a more c...

  8. Social media in communicating health information: an analysis of Facebook groups related to hypertension.

    Science.gov (United States)

    Al Mamun, Mohammad; Ibrahim, Hamza M; Turin, Tanvir Chowdhury

    2015-01-29

    We studied Facebook groups related to hypertension to characterize their objectives, subject matter, member sizes, geographical boundaries, level of activity, and user-generated content. We performed a systematic search among open Facebook groups using the keywords "hypertension," "high blood pressure," "raised blood pressure," and "blood pressure." We extracted relevant data from each group's content and developed a coding and categorizing scheme for the whole data set. Stepwise logistic regression was used to explore factors independently associated with each group's level of activity. We found 187 hypertension-related Facebook groups containing 8,966 members. The main objective of most (59.9%) Facebook groups was to create hypertension awareness, and 11.2% were created primarily to support patients and caregivers. Among the top-displayed, most recent posts (n = 164), 21.3% were focused on product or service promotion, whereas one-fifth of posts were related to hypertension-awareness information. Each Facebook group's level of activity was independently associated with group size (adjusted odds ratio [AOR], 1.02; 95% confidence interval [CI], 1.01-1.03), presence of "likes" on the most recent wall post (AOR, 3.55, 95% CI, 1.41-8.92), and presence of attached files on the group wall (AOR, 5.01, 95% CI, 1.25-20.1). The primary objective of most of the hypertension-related Facebook groups observed in this study was awareness creation. Compared with the whole Facebook community, the total number of hypertension-related Facebook groups and their users was small and the groups were less active.

  9. Facebook: The New Classroom Commons?

    Science.gov (United States)

    Schwartz, Harriet L.

    2010-01-01

    There has been much discussion about the issue of boundaries on Facebook. Some suggest faculty members can resolve potential dilemmas in relation to students by making sensible decisions about what to post and by fine-tuning privacy settings. But the challenges and opportunities run deeper. For those who want to be appropriately accessible to…

  10. Facebook: When Education Meets Privacy

    Science.gov (United States)

    Bruneel, Steven; De Wit, Kurt; Verhoeven, Jef C.; Elen, Jan

    2013-01-01

    The use of social networking sites (SNSs) has become commonplace amongst students. In this research, we aim to shed light upon the educational use and privacy issues on Facebook from the perspective of role theory and reference group theory. 15 bachelor students of the University of Leuven (KU Leuven) in Flanders, Belgium, were interviewed in…

  11. Framework for Connections on Facebook

    DEFF Research Database (Denmark)

    Sudzina, Frantisek

    There is a substantial amount of current information systems and marketing research focused on social networking sites, most frequently on Facebook. Often, these studies utilize available metadata on user on-line behavior, such as what links the users clicked on. In order to better understand...

  12. Students’ educational use of Facebook groups

    DEFF Research Database (Denmark)

    Dalsgaard, Christian

    2016-01-01

    The aim of the article is to explore educational use of student-managed Facebook groups in upper secondary education (in Denmark). Much research on educational potentials of Facebook has studied groups managed by teachers. However, there is a lack of in-depth research on Facebook groups managed......,018 replies within five Facebook groups, and partly on a questionnaire answered by 1463 students and 148 teachers. The results of the study show that whereas LMSs were seen by students primarily as institutional systems of the teacher, Facebook groups have an educational potential to be used by students...

  13. Facebook and socializing among high school students

    OpenAIRE

    Kordić, Boris; Babić, Lepa

    2011-01-01

    Facebook is currently the most popular friend-networking site in the world. The concept of friends on social networking site does not coincide with the notion of friends in real life. Nevertheless, Facebook is a social network that is based on real friends with the possibility of accepting strangers. In a study on a sample of 150 pupils from High School of Economics, we found that all have a profile on Facebook, the majority spends two hours a day on Facebook and has over a hundred Facebook f...

  14. An international perspective on Facebook intrusion.

    Science.gov (United States)

    Błachnio, Agata; Przepiorka, Aneta; Benvenuti, Martina; Cannata, Davide; Ciobanu, Adela Magdalena; Senol-Durak, Emre; Durak, Mithat; Giannakos, Michail N; Mazzoni, Elvis; Pappas, Ilias O; Popa, Camelia; Seidman, Gwendolyn; Yu, Shu; Wu, Anise M S; Ben-Ezra, Menachem

    2016-08-30

    Facebook has become one of the most popular social networking websites in the world. The main aim of the study was to present an international comparison of Facebook intrusion and Internet penetration while examining possible gender differences. The study consisted of 2589 participants from eight countries: China, Greece, Israel, Italy, Poland, Romania, Turkey, USA. Facebook intrusion and Internet penetration were taken into consideration. In this study the relationship between Facebook intrusion and Internet penetration was demonstrated. Facebook intrusion was slightly negatively related to Internet penetration in each country. Copyright © 2016 Elsevier Ireland Ltd. All rights reserved.

  15. Seeking and receiving social support on Facebook for surgery.

    Science.gov (United States)

    Davis, Matthew A; Anthony, Denise L; Pauls, Scott D

    2015-04-01

    Social networking sites such as Facebook provide a new way to seek and receive social support, a factor widely recognized as important for one's health. However, few studies have used actual conversations from social networking sites to study social support for health related matters. We studied 3,899 Facebook users, among a sample of 33,326 monitored adults, who initiated a conversation that referred to surgery on their Facebook Wall during a six-month period. We explored predictors of social support as measured by number of response posts from "friends." Among our sample, we identified 8,343 Facebook conversation threads with the term "surgery" in the initial post with, on average, 5.7 response posts (SD 6.2). We used a variant of latent semantic analysis to explore the relationship between specific words in the posts that allowed us to develop three thematic categories of words related to family, immediacy of the surgery, and prayer. We used generalized linear mixed models to examine the association between characteristics of the Facebook user as well as the thematic categories on the likelihood of receiving response posts following the announcement of a surgery. Words from the three thematic categories were used in 32.5% (family), 39.5 (immediacy), and 50.7% (prayer) of root posts. Few user characteristics were associated with response in multivariate models [rate ratios, RR, 1.08 (95% CI 1.01, 1.15) for married/living with partner; 1.10 (95% CI 1.03, 1.19) for annual income > $75,000]. In multivariate models adjusted for Facebook user characteristics and network size, use of family and prayer words in the root post were associated with significantly higher number of response posts, RR 1.40 (95% CI 1.37, 1.43) and 2.07 (95% CI 2.02, 2.12) respectively. We found some evidence of social support on Facebook for surgery and that the language used in the root post of a conversation thread is predictive of overall response. Copyright © 2015 Elsevier Ltd. All

  16. Plastic surgery marketing in a generation of "tweeting".

    Science.gov (United States)

    Wong, Wendy W; Gupta, Subhas C

    2011-11-01

    "Social media" describes interactive communication through Web-based technologies. It has become an everyday part of modern life, yet there is a lack of research regarding its impact on plastic surgery practice. The authors evaluate and compare the prevalence of classic marketing methods and social media in plastic surgery. The Web sites of aesthetic surgeons from seven US cities were compared and evaluated for the existence of Facebook, Twitter, or MySpace links and promotions. To find the sites, the authors conducted a Google search for the phrase "plastic surgery" with the name of each city to be studied: Beverly Hills, California; Dallas, Texas; Houston, Texas; Las Vegas, Nevada; Miami, Florida; New York City, New York; and San Francisco, California. The trends of social networking memberships were also studied in each of these cities. In comparison to aesthetic surgeons practicing in other cities, those in Miami, Florida, favored social media the most, with 50% promoting a Facebook page and 46% promoting Twitter. Fifty-six percent of New York City aesthetic surgeons promoted their featured articles in magazines and newspapers, whereas 54% of Beverly Hills aesthetic surgeons promoted their television appearances. An increase in the number of new Facebook memberships among cosmetic providers in the seven cities began in October 2008 and reached a peak in October, November, and December 2009, with subsequent stabilization. The increase in the number of new Twitter memberships began in July 2008 and remained at a steady rate of approximately 15 new memberships every three months. Social media may seem like a new and unique communication tool, but it is important to preserve professionalism and apply traditional Web site-building ethics and principles to these sites. We can expect continued growth in plastic surgeons' utilization of these networks to enhance their practices and possibly to launch direct marketing campaigns.

  17. Local chatter or international buzz? Language differences on posts about Zika research on Twitter and Facebook.

    Directory of Open Access Journals (Sweden)

    Germana Barata

    Full Text Available When the Zika virus outbreak became a global health emergency in early 2016, the scientific community responded with an increased output of Zika-related research. This upsurge in research naturally made its way into academic journals along with editorials, news, and reports. However, it is not yet known how or whether these scholarly communications were distributed to the populations most affected by Zika.To understand how scientific outputs about Zika reached global and local audiences, we collected Tweets and Facebook posts that linked to Zika-related research in the first six months of 2016. Using a language detection algorithm, we found that up to 90% of Twitter and 76% of Facebook posts are in English. However, when none of the authors of the scholarly article are from English-speaking countries, posts on both social media are less likely to be in English. The effect is most pronounced on Facebook, where the likelihood of posting in English is between 11 and 16% lower when none of the authors are from English-speaking countries, as compared to when some or all are. Similarly, posts about papers written with a Brazilian author are 13% more likely to be in Portuguese on Facebook than when made on Twitter.Our main conclusion is that scholarly communication on Twitter and Facebook of Zika-related research is dominated by English, despite Brazil being the epicenter of the Zika epidemic. This result suggests that scholarly findings about the Zika virus are unlikely to be distributed directly to relevant populations through these popular online mediums. Nevertheless, there are differences between platforms. Compared to Twitter, scholarly communication on Facebook is more likely to be in the language of an author's country. The Zika outbreak provides a useful case-study for understanding how scientific outputs are communicated to relevant populations. Our results suggest that Facebook is a more effective channel than Twitter, if communication is

  18. Local chatter or international buzz? Language differences on posts about Zika research on Twitter and Facebook.

    Science.gov (United States)

    Barata, Germana; Shores, Kenneth; Alperin, Juan Pablo

    2018-01-01

    When the Zika virus outbreak became a global health emergency in early 2016, the scientific community responded with an increased output of Zika-related research. This upsurge in research naturally made its way into academic journals along with editorials, news, and reports. However, it is not yet known how or whether these scholarly communications were distributed to the populations most affected by Zika. To understand how scientific outputs about Zika reached global and local audiences, we collected Tweets and Facebook posts that linked to Zika-related research in the first six months of 2016. Using a language detection algorithm, we found that up to 90% of Twitter and 76% of Facebook posts are in English. However, when none of the authors of the scholarly article are from English-speaking countries, posts on both social media are less likely to be in English. The effect is most pronounced on Facebook, where the likelihood of posting in English is between 11 and 16% lower when none of the authors are from English-speaking countries, as compared to when some or all are. Similarly, posts about papers written with a Brazilian author are 13% more likely to be in Portuguese on Facebook than when made on Twitter. Our main conclusion is that scholarly communication on Twitter and Facebook of Zika-related research is dominated by English, despite Brazil being the epicenter of the Zika epidemic. This result suggests that scholarly findings about the Zika virus are unlikely to be distributed directly to relevant populations through these popular online mediums. Nevertheless, there are differences between platforms. Compared to Twitter, scholarly communication on Facebook is more likely to be in the language of an author's country. The Zika outbreak provides a useful case-study for understanding how scientific outputs are communicated to relevant populations. Our results suggest that Facebook is a more effective channel than Twitter, if communication is desired to be in the

  19. Student Facebook groups as a third space

    DEFF Research Database (Denmark)

    Aaen, Janus Holst; Dalsgaard, Christian

    2016-01-01

    -institutional, personal space of the Facebook network. The main study of the article examines six student-managed Facebook groups and provides an analysis of a total of 2247 posts and 12,217 comments. Furthermore, the study draws on group interviews with students from 17 Danish upper secondary schools and a survey......The paper examines educational potentials of Facebook groups that are created and managed by students without any involvement from teachers. The objective is to study student-managed Facebook groups as a ‘third space' between the institutional space of teacher-managed Facebook groups and the non...... answered by 932 students from 25 schools. Based on the survey and interviews, the paper concludes that Facebook is an important educational tool for students in Danish upper secondary schools to receive help on homework and assignments. Furthermore, on the basis of the analysis of Facebook groups...

  20. Sarcastic sentiment detection in tweets streamed in real time: a big data approach

    Directory of Open Access Journals (Sweden)

    S.K. Bharti

    2016-08-01

    Full Text Available Sarcasm is a type of sentiment where people express their negative feelings using positive or intensified positive words in the text. While speaking, people often use heavy tonal stress and certain gestural clues like rolling of the eyes, hand movement, etc. to reveal sarcastic. In the textual data, these tonal and gestural clues are missing, making sarcasm detection very difficult for an average human. Due to these challenges, researchers show interest in sarcasm detection of social media text, especially in tweets. Rapid growth of tweets in volume and its analysis pose major challenges. In this paper, we proposed a Hadoop based framework that captures real time tweets and processes it with a set of algorithms which identifies sarcastic sentiment effectively. We observe that the elapse time for analyzing and processing under Hadoop based framework significantly outperforms the conventional methods and is more suited for real time streaming tweets.

  1. To tweet or to retweet? That is the question for health professionals on twitter.

    Science.gov (United States)

    Lee, Ji Young; Sundar, S Shyam

    2013-01-01

    Guided by the MAIN model ( Sundar, 2008 ), this study explored the effects of three interface cues conveying source attributes on credibility of health messages in Twitter: authority cue (whether a source is an expert or not), bandwagon cue (the number of followers that a source has-large vs. small), and source proximity cue (distance of messages from its original source-tweet vs. retweet). A significant three-way interaction effect on perceived credibility of health content was found, such that when a professional source with many followers tweets, participants tend to perceive the content to be more credible than when a layperson source with many followers tweets. For retweets, however, the exact opposite pattern was found. Results also show that for tweets, content credibility was significantly associated with the perceived expertise of proximal source, whereas for retweets, it was associated with the perceived trustworthiness of proximal source. Theoretical and practical implications are discussed.

  2. Tweeting about sexism: The well-being benefits of a social media collective action.

    Science.gov (United States)

    Foster, Mindi D

    2015-12-01

    Although collective action has psychological benefits in non-gendered contexts (Drury et al., 2005, Br. J. Soc. Psychol., 44, 309), the benefits for women taking action against gender discrimination are unclear. This study examined how a popular, yet unexplored potential form of collective action, namely tweeting about sexism, affects women's well-being. Women read about sexism and were randomly assigned to tweet or to one of three control groups. Content analyses showed tweets exhibited collective intent and action. Analyses of linguistic markers suggested public tweeters used more cognitive complexity in their language than private tweeters. Profile analyses showed that compared to controls, only public tweeters showed decreasing negative affect and increasing psychological well-being, suggesting tweeting about sexism may serve as a collective action that can enhance women's well-being. © 2015 The British Psychological Society.

  3. USGS Tweet Earthquake Dispatch (@USGSted): Using Twitter for Earthquake Detection and Characterization

    Science.gov (United States)

    Liu, S. B.; Bouchard, B.; Bowden, D. C.; Guy, M.; Earle, P.

    2012-12-01

    The U.S. Geological Survey (USGS) is investigating how online social networking services like Twitter—a microblogging service for sending and reading public text-based messages of up to 140 characters—can augment USGS earthquake response products and the delivery of hazard information. The USGS Tweet Earthquake Dispatch (TED) system is using Twitter not only to broadcast seismically-verified earthquake alerts via the @USGSted and @USGSbigquakes Twitter accounts, but also to rapidly detect widely felt seismic events through a real-time detection system. The detector algorithm scans for significant increases in tweets containing the word "earthquake" or its equivalent in other languages and sends internal alerts with the detection time, tweet text, and the location of the city where most of the tweets originated. It has been running in real-time for 7 months and finds, on average, two or three felt events per day with a false detection rate of less than 10%. The detections have reasonable coverage of populated areas globally. The number of detections is small compared to the number of earthquakes detected seismically, and only a rough location and qualitative assessment of shaking can be determined based on Tweet data alone. However, the Twitter detections are generally caused by widely felt events that are of more immediate interest than those with no human impact. The main benefit of the tweet-based detections is speed, with most detections occurring between 19 seconds and 2 minutes from the origin time. This is considerably faster than seismic detections in poorly instrumented regions of the world. Going beyond the initial detection, the USGS is developing data mining techniques to continuously archive and analyze relevant tweets for additional details about the detected events. The information generated about an event is displayed on a web-based map designed using HTML5 for the mobile environment, which can be valuable when the user is not able to access a

  4. Geo-Located Tweets. Enhancing Mobility Maps and Capturing Cross-Border Movement

    OpenAIRE

    Blanford, Justine I.; Huang, Zhuojie; Savelyev, Alexander; MacEachren, Alan M.

    2015-01-01

    Capturing human movement patterns across political borders is difficult and this difficulty highlights the need to investigate alternative data streams. With the advent of smart phones and the ability to attach accurate coordinates to Twitter messages, users leave a geographic digital footprint of their movement when posting tweets. In this study we analyzed 10 months of geo-located tweets for Kenya and were able to capture movement of people at different temporal (daily to periodic) and spat...

  5. The uses and abuses of Facebook: A review of Facebook addiction.

    Science.gov (United States)

    Ryan, Tracii; Chester, Andrea; Reece, John; Xenos, Sophia

    2014-09-01

    Recent research suggests that use of social networking sites can be addictive for some individuals. Due to the link between motivations for media use and the development of addiction, this systematic review examines Facebook-related uses and gratifications research and Facebook addiction research. Searches of three large academic databases revealed 24 studies examining the uses and gratifications of Facebook, and nine studies of Facebook addiction. Comparison of uses and gratifications research reveals that the most popular mo- tives for Facebook use are relationship maintenance, passing time, entertainment, and companionship. These motivations may be related to Facebook addiction through use that is habitual, excessive, or motivated by a desire for mood alteration. Examination of Facebook addiction research indicates that Facebook use can become habitual or excessive, and some addicts use the site to escape from negative moods. However, examination of Facebook addic- tion measures highlights inconsistency in the field. There is some evidence to support the argument that uses and gratifications of Facebook are linked with Facebook addiction. Furthermore, it appears as if the social skill model of addiction may explain Facebook addiction, but inconsistency in the measurement of this condition limits the ability to provide conclusive arguments. This paper recommends that further research be performed to establish the links between uses and gratifications and Facebook addiction. Furthermore, in order to enhance the construct validity of Facebook addiction, researchers should take a more systematic approach to assessment.

  6. The uses and abuses of Facebook: A review of Facebook addiction

    Science.gov (United States)

    RYAN, TRACII; CHESTER, ANDREA; REECE, JOHN; XENOS, SOPHIA

    2014-01-01

    Abstract Background and aims: Recent research suggests that use of social networking sites can be addictive for some individuals. Due to the link between motivations for media use and the development of addiction, this systematic review examines Facebook-related uses and gratifications research and Facebook addiction research. Method: Searches of three large academic databases revealed 24 studies examining the uses and gratifications of Facebook, and nine studies of Facebook addiction. Results: Comparison of uses and gratifications research reveals that the most popular mo- tives for Facebook use are relationship maintenance, passing time, entertainment, and companionship. These motivations may be related to Facebook addiction through use that is habitual, excessive, or motivated by a desire for mood alteration. Examination of Facebook addiction research indicates that Facebook use can become habitual or excessive, and some addicts use the site to escape from negative moods. However, examination of Facebook addic- tion measures highlights inconsistency in the field. Discussion: There is some evidence to support the argument that uses and gratifications of Facebook are linked with Facebook addiction. Furthermore, it appears as if the social skill model of addiction may explain Facebook addiction, but inconsistency in the measurement of this condition limits the ability to provide conclusive arguments. Conclusions: This paper recommends that further research be performed to establish the links between uses and gratifications and Facebook addiction. Furthermore, in order to enhance the construct validity of Facebook addiction, researchers should take a more systematic approach to assessment. PMID:25317337

  7. Fairtrade på Facebook: Fairtrade on Facebook

    OpenAIRE

    Jespersen, Mads Johannes; Bundgaard, Julie Lehman; Andersen, Amalie Leth; Winther, Simon Bang; Grandt, Maria Raasø

    2014-01-01

    This study concerns how organizations, with limited economic resources, communicate through the social media; Facebook. Based on a cooperation with the organization ‘Fairtrade Mærket’ the study group wishes to develop a communication strategy, with the intention of increasing the organization's user engagement. The project group will address Fairtrade Mærket's desire to achieve a Fairtrade-movement in 2020, consisting of young Fairtrade-activists. This will be achieved by working with the hyp...

  8. Sentiment analysis of Arabic tweets using text mining techniques

    Science.gov (United States)

    Al-Horaibi, Lamia; Khan, Muhammad Badruddin

    2016-07-01

    Sentiment analysis has become a flourishing field of text mining and natural language processing. Sentiment analysis aims to determine whether the text is written to express positive, negative, or neutral emotions about a certain domain. Most sentiment analysis researchers focus on English texts, with very limited resources available for other complex languages, such as Arabic. In this study, the target was to develop an initial model that performs satisfactorily and measures Arabic Twitter sentiment by using machine learning approach, Naïve Bayes and Decision Tree for classification algorithms. The datasets used contains more than 2,000 Arabic tweets collected from Twitter. We performed several experiments to check the performance of the two algorithms classifiers using different combinations of text-processing functions. We found that available facilities for Arabic text processing need to be made from scratch or improved to develop accurate classifiers. The small functionalities developed by us in a Python language environment helped improve the results and proved that sentiment analysis in the Arabic domain needs lot of work on the lexicon side.

  9. Tweet-based Target Market Classification Using Ensemble Method

    Directory of Open Access Journals (Sweden)

    Muhammad Adi Khairul Anshary

    2016-09-01

    Full Text Available Target market classification is aimed at focusing marketing activities on the right targets. Classification of target markets can be done through data mining and by utilizing data from social media, e.g. Twitter. The end result of data mining are learning models that can classify new data. Ensemble methods can improve the accuracy of the models and therefore provide better results. In this study, classification of target markets was conducted on a dataset of 3000 tweets in order to extract features. Classification models were constructed to manipulate the training data using two ensemble methods (bagging and boosting. To investigate the effectiveness of the ensemble methods, this study used the CART (classification and regression tree algorithm for comparison. Three categories of consumer goods (computers, mobile phones and cameras and three categories of sentiments (positive, negative and neutral were classified towards three target-market categories. Machine learning was performed using Weka 3.6.9. The results of the test data showed that the bagging method improved the accuracy of CART with 1.9% (to 85.20%. On the other hand, for sentiment classification, the ensemble methods were not successful in increasing the accuracy of CART. The results of this study may be taken into consideration by companies who approach their customers through social media, especially Twitter.

  10. Healthy Tweets: Use and Importance of Twitter for Health Prevention

    Directory of Open Access Journals (Sweden)

    Lina M. Gomez Vasquez

    2017-12-01

    Full Text Available Social media platforms have changed the way people stayinformed, communicate with others, and share ideas. These interactive social platforms are used for many purposes from being in contact with family and friends to promote products and services. However, little is known about the use and importance of social media for health prevention, especially for communication among Hispanic communities.The purpose of this paper is to analyze how social media platforms, especially Twitter, are used for health prevention and communication in Hispanic communities. In doing so, a quantitative content analysis was performed on 3000 tweets with the hashtag #prevención (prevention. Results indicate that most of the prevention messages shared among organizations and users on Twitter were informational messages and very few users promoted interactive communication and mobilization. Mass media and governmental institutions posted more messages to encourage health prevention, especially about publichealth and healthy cities. This study stresses the many social media platforms’ potentialities and functionalities, especially Twitter, that contribute to health prevention and communication. Findings are useful for organizations and users when planning prevention content or campaigns through these platforms.

  11. Facebook and Classroom Group Work: A Trial Study Involving University of Botswana Advanced Oral Presentation Students

    Science.gov (United States)

    Magogwe, Joel M.; Ntereke, Beauty; Phetlhe, Keith R.

    2015-01-01

    In the 21st century, the use of information technology in the classroom is advancing rapidly, especially in higher education. The Internet, through social networking, has made it possible for students to learn and teachers to teach outside the classroom walls. Facebook in particular has made it possible for students to interact and communicate…

  12. Detecting Corporate Social Media Crises on Facebook Using Social Set Analysis

    DEFF Research Database (Denmark)

    Mukkamala, Raghava Rao; Iskou Sørensen, Jannie; Hussain, Abid

    2015-01-01

    social media crises using social set analysis-an approach to computational social based on associational sociology and set theory. Based on a conceptual and formal model of social data, we conduct social set analysis of the facebook wall data of four diferent Danish companies. Findings show...

  13. A facebook survey to obtain alcohol-related information by young people and adolescents. An Italian study.

    Science.gov (United States)

    Zulli, C; Federico, A; Gaeta, L; Del Prete, A; Iadevaia, M; Gravina, A G; Romano, M; Loguercio, C

    2014-03-01

    Alcohol consumption by adolescents and young adults is an issue of significant public concern. Internet-based Social Networking sites, such as Facebook, are potential avenues to reach young people easily. to underline the innovation in proposing surveys to collect health-related information regarding young people alcohol consumption and other substances abuse by using Social Networking Websites, particularly Facebook. A questionnaire investigating modalities of alcohol consumption, drinking patterns' risk behaviors and other substances abuse was proposed through a "Facebook event" to young Italian Facebook users aged between 16 and 32. Each Facebook user invited to the event was free to participate, to answer to the questionnaire and to invite his "Facebook friends". During the 89 days of permanence on the Social Network, 1846 Facebook users participated the event and 732 of them decided spontaneously to answer the questionnaire. The frequency of answering was 8.2 people per day. About 200 users wrote a positive comment to the initiative on the wall of the event. Sixty% of subjects participating the survey were females. Ninety-one% of people answering the questionnaire were alcohol consumers. More than 50% of alcohol consumers were also smokers. Approximately 50% of subjects were binge drinkers. Illegal drugs were used by the 22.2% of the interviewed people. Facebook resulted an efficient and rapid tool to reach young people from all over Italy and to propose surveys in order to investigate alcohol consumption and alcohol-related health problems in the youth.

  14. Analyzing the Facebook Friendship Graph

    OpenAIRE

    Catanese, Salvatore; De Meo, Pasquale; Ferrara, Emilio; Fiumara, Giacomo

    2010-01-01

    Online Social Networks (OSN) during last years acquired a huge and increasing popularity as one of the most important emerging Web phenomena, deeply modifying the behavior of users and contributing to build a solid substrate of connections and relationships among people using the Web. In this preliminary work paper, our purpose is to analyze Facebook, considering a significant sample of data reflecting relationships among subscribed users. Our goal is to extract, from this platform, relevant ...

  15. Detecting Malicious Content on Facebook

    OpenAIRE

    Dewan, Prateek; Kumaraguru, Ponnurangam

    2015-01-01

    Online Social Networks (OSNs) witness a rise in user activity whenever an event takes place. Malicious entities exploit this spur in user-engagement levels to spread malicious content that compromises system reputation and degrades user experience. It also generates revenue from advertisements, clicks, etc. for the malicious entities. Facebook, the world's biggest social network, is no exception and has recently been reported to face much abuse through scams and other type of malicious conten...

  16. From the Classroom to Facebook: A Fresh Approach for Youth Tobacco Prevention.

    Science.gov (United States)

    Kousoulis, Antonis A; Kympouropoulos, Stylianos P; Pouli, Dimitra K; Economopoulos, Konstantinos P; Vardavas, Constantine I

    2016-05-01

    The explosive rise in Internet use calls for effective ways to utilize new forms of social media to enhance school smoking prevention programs. We attempted to design and test an educational intervention for youth tobacco prevention. Intervention design and posttest pilot implementation. A single high school in Athens, Greece. Two hundred twenty-five students (aged 15-18 years). A Facebook-integrated educational intervention in six simple steps was designed and tested during an ad hoc smoking prevention lecture to high school students in Greece in order to stimulate social mobilization in online networks. Number of students with an active Facebook account, percentage posting antismoking messages within a 72-hour period, number of Facebook friends reached. Descriptive statistics. Assessed 3 days after the lecture, 15.9% of students had posted a smoking-related sentence in their Facebook account, a take-home message that was spread as a note on their wall via news feed to their 20,095 cumulative Facebook friends. One smoking-related take-home message can spread virally to a large number of adolescents through their Facebook friends. This intervention provides insight into a novel way of providing health information to youth, a hard-to-reach and vulnerable population. © The Author(s) 2016.

  17. Did you hear the one about the doctor? An examination of doctor jokes posted on Facebook.

    Science.gov (United States)

    Davis, Matthew A; Haney, Carol Sue; Weeks, William B; Sirovich, Brenda E; Anthony, Denise L

    2014-02-13

    Social networking sites such as Facebook have become immensely popular in recent years and present a unique opportunity for researchers to eavesdrop on the collective conversation of current societal issues. We sought to explore doctor-related humor by examining doctor jokes posted on Facebook. We performed a cross-sectional study of 33,326 monitored Facebook users, 263 (0.79%) of whom posted a joke that referenced doctors on their Facebook wall during a 6-month observation period (December 15, 2010 to June 16, 2011). We compared characteristics of so-called jokers to nonjokers and identified the characteristics of jokes that predicted joke success measured by having elicited at least one electronic laugh (eg, an LOL or "laughing out loud") as well as the total number of Facebook "likes" the joke received. Jokers told 156 unique doctor jokes and were the same age as nonjokers but had larger social networks (median Facebook friends 227 vs 132, PFacebook likes (rate ratio [RR] 2.36, 95% CI 0.97-5.74). This study provides insight into the use of social networking sites for research pertaining to health and medicine, including the world of doctor-related humor.

  18. “What happens to my Facebook profile when I die?” : Legal Issues Around Transmission of Digital Assets on Death

    OpenAIRE

    Edwards, Lilian; Harbinja, Edina

    2013-01-01

    This chapter aims to explore some of the major legal issues pertaining to transmission of digital assets on death. “Digital assets” within this chapter are defined widely and not exclusively to include a huge range of intangible information goods associated with the online or digital world: including social network profiles e.g. on Facebook, Twitter, Google + or Linked In; emails, tweets, databases etc; in-game virtual assets (e.g., as bought, found or built in worlds such as Second Life, Wor...

  19. Teaching veterinary professionalism in the Face(book) of change.

    Science.gov (United States)

    Coe, Jason B; Weijs, Cynthia A; Muise, Amy; Christofides, Emily; Desmarais, Serge

    2011-01-01

    Facebook has been identified as the preferred social networking site among postsecondary students. Repeated findings in the social networking literature have suggested that postsecondary students practice high personal self-disclosure on Facebook and tend not to use privacy settings that would limit public access. This study identified and reviewed Facebook profiles for 805 veterinarians-in-training enrolled at four veterinary colleges across Canada. Of these, 265 (32.9%) were categorized as having low exposure, 286 (35.5%) were categorized as having medium exposure, and 254 (31.6%) were categorized as having high exposure of information. Content analysis on a sub-sample (n=80) of the high-exposure profiles revealed publicly available unprofessional content, including indications of substance use and abuse, obscene comments, and breaches of client confidentiality. Regression analysis revealed that an increasing number of years to graduation and having a publicly visible wall were both positively associated with having a high-exposure profile. Given the rapid uptake of social media in recent years, veterinary educators should be aware of and begin to educate students on the associated risks and repercussions of blurring one's private life and one's emerging professional identity through personal online disclosures.

  20. Evolution characteristics of the network core in the Facebook.

    Directory of Open Access Journals (Sweden)

    Jian-Guo Liu

    Full Text Available Statistical properties of the static networks have been extensively studied. However, online social networks are evolving dynamically, understanding the evolving characteristics of the core is one of major concerns in online social networks. In this paper, we empirically investigate the evolving characteristics of the Facebook core. Firstly, we separate the Facebook-link(FL and Facebook-wall(FW datasets into 28 snapshots in terms of timestamps. By employing the k-core decomposition method to identify the core of each snapshot, we find that the core sizes of the FL and FW networks approximately contain about 672 and 373 nodes regardless of the exponential growth of the network sizes. Secondly, we analyze evolving topological properties of the core, including the k-core value, assortative coefficient, clustering coefficient and the average shortest path length. Empirical results show that nodes in the core are getting more interconnected in the evolving process. Thirdly, we investigate the life span of nodes belonging to the core. More than 50% nodes stay in the core for more than one year, and 19% nodes always stay in the core from the first snapshot. Finally, we analyze the connections between the core and the whole network, and find that nodes belonging to the core prefer to connect nodes with high k-core values, rather than the high degrees ones. This work could provide new insights into the online social network analysis.

  1. The Facebook Experiment: Quitting Facebook Leads to Higher Levels of Well-Being.

    Science.gov (United States)

    Tromholt, Morten

    2016-11-01

    Most people use Facebook on a daily basis; few are aware of the consequences. Based on a 1-week experiment with 1,095 participants in late 2015 in Denmark, this study provides causal evidence that Facebook use affects our well-being negatively. By comparing the treatment group (participants who took a break from Facebook) with the control group (participants who kept using Facebook), it was demonstrated that taking a break from Facebook has positive effects on the two dimensions of well-being: our life satisfaction increases and our emotions become more positive. Furthermore, it was demonstrated that these effects were significantly greater for heavy Facebook users, passive Facebook users, and users who tend to envy others on Facebook.

  2. Technology Corner: Automated Data Extraction Using Facebook

    Directory of Open Access Journals (Sweden)

    Nick Flor

    2012-06-01

    Full Text Available Because of Facebook’s popularity, law enforcement agents often use it as a key source of evidence. But like many user digital trails, there can be a large amount of data to extract for analysis. In this paper, we explore the basics of extracting data programmatically from a user’s Facebook via a Web app. A data extraction app requests data using the Facebook Graph API, and Facebook returns a JSON object containing the data. Before an app can access a user’s Facebook data, the user must log into Facebook and give permission. Thus, this approach is limited to situations where users give consent to the data extraction.

  3. Data Centre Infrastructure & Data Storage @ Facebook

    CERN Multimedia

    CERN. Geneva; Garson, Matt; Kauffman, Mike

    2018-01-01

    Several speakers from the Facebook company will present their take on the infrastructure of their Data Center and Storage facilities, as follows: 10:00 - Facebook Data Center Infrastructure, by Delfina Eberly, Mike Kauffman and Veerendra Mulay Insight into how Facebook thinks about data center design, including electrical and cooling systems, and the technology and tooling used to manage data centers. 11:00 - Storage at Facebook, by Matt Garson An overview of Facebook infrastructure, focusing on different storage systems, in particular photo/video storage and storage for data analytics. About the speakers Mike Kauffman, Director, Data Center Site Engineering Delfina Eberly, Infrastructure, Site Services Matt Garson, Storage at Facebook Veerendra Mulay, Infrastructure

  4. Facebook Marketing - Fra A-Z

    DEFF Research Database (Denmark)

    Mortensen, Thomas Bøtker

    2009-01-01

    Facebook Marketing – Leverage Social Media to Grow Your Business af Steven Holzner er Facebook Marketing fra A-Z, som kan anbefales til virksomheder, som overvejer at bevæge sig ud i cyber space og afprøve mulighederne for at markedsføre sig dér. Bogen beskriver på hvilke væsentlige punkter...... marketing på Facebook adskiller sig fra traditionel marketing, og gennemgår trin for trin de fundamentale ting, som man skal vide for, at virksomheden kan agere med den tilsigtede effekt i et socialt netværk som Facebook. Og eftersom 34 % af den danske befolkning i dag er hoppet med på Facebook vognen og...... har oprettet en profil på Facebook, er potentialet åbenlyst....

  5. Tweeting : Smart meters raise awareness of energy consumption in buildings

    Energy Technology Data Exchange (ETDEWEB)

    Anon.

    2009-11-15

    The University of Mississippi (UM) will monitor, analyze and report on energy consumption in its campus buildings in real-time using SmartSynch Smart Meters. The technology uses smart meter data to help identify a detailed pattern of electricity usage with the objective of finding methods to alter behaviour to reduce electricity usage and carbon emissions. SmartSynch installed 16 Smart Meters on campus with additional deployments being planned. The technology will enable the university to monitor energy consumption, track building power performance over time, compare building energy usage, and review the impact of the weather on energy use while reducing its carbon footprint. Additionally, UM will use Facebook, Twitter and an RSS feed to provide regular public updates on its buildings' energy consumption based on SmartSynch Smart Meter data. Each building will have its own profile on the social networking sites. 1 ref., 1 fig.

  6. The social pharmacist: tweeting and posting the way to success.

    Science.gov (United States)

    Kaldy, Joanne

    2010-01-01

    Social networking sites such as Twitter, Facebook, and LinkedIn attract millions of users each day. People of all ages, backgrounds, and interests sign onto these sites daily to share observations, seek answers, offer information and links, talk to friends and family, and network with colleagues. For senior care pharmacists, social networking sites present an opportunity to connect with consumers, hold virtual meetings, manage projects, offer value-added services for current customers, and market to potential clients. Many have joined these online communities and use them regularly. At the same time, some pharmacists are hesitant to use these sites because they don't understand them, are worried about privacy or other issues, or they just don't need them.

  7. Tweeting : Smart meters raise awareness of energy consumption in buildings

    Energy Technology Data Exchange (ETDEWEB)

    Anon,

    2009-11-15

    The University of Mississippi (UM) will monitor, analyze and report on energy consumption in its campus buildings in real-time using SmartSynch Smart Meters. The technology uses smart meter data to help identify a detailed pattern of electricity usage with the objective of finding methods to alter behaviour to reduce electricity usage and carbon emissions. SmartSynch installed 16 Smart Meters on campus with additional deployments being planned. The technology will enable the university to monitor energy consumption, track building power performance over time, compare building energy usage, and review the impact of the weather on energy use while reducing its carbon footprint. Additionally, UM will use Facebook, Twitter and an RSS feed to provide regular public updates on its buildings' energy consumption based on SmartSynch Smart Meter data. Each building will have its own profile on the social networking sites. 1 ref., 1 fig.

  8. Tweeting the meeting: an in-depth analysis of Twitter activity at Kidney Week 2011.

    Directory of Open Access Journals (Sweden)

    Tejas Desai

    Full Text Available In recent years, the American Society of Nephrology (ASN has increased its efforts to use its annual conference to inform and educate the public about kidney disease. Social media, including Twitter, has been one method used by the Society to accomplish this goal. Twitter is a popular microblogging service that serves as a potent tool for disseminating information. It allows for short messages (140 characters to be composed by any author and distributes those messages globally and quickly. The dissemination of information is necessary if Twitter is to be considered a tool that can increase public awareness of kidney disease. We hypothesized that content, citation, and sentiment analyses of tweets generated from Kidney Week 2011 would reveal a large number of educational tweets that were disseminated to the public. An ideal tweet for accomplishing this goal would include three key features: 1 informative content, 2 internal citations, and 3 positive sentiment score. Informative content was found in 29% of messages, greater than that found in a similarly sized medical conference (2011 ADA Conference, 16%. Informative tweets were more likely to be internally, rather than externally, cited (38% versus 22%, p<0.0001, thereby amplifying the original information to an even larger audience. Informative tweets had more negative sentiment scores than uninformative tweets (means -0.162 versus 0.199 respectively, p<0.0001, therefore amplifying a tweet whose content had a negative tone. Our investigation highlights significant areas of promise and improvement in using Twitter to disseminate medical information in nephrology from a scientific conference. This goal is pertinent to many nephrology-focused conferences that wish to increase public awareness of kidney disease.

  9. Undoing of Privacy Policies on Facebook

    OpenAIRE

    Patil , Vishwas ,; Shyamasundar , R. ,

    2017-01-01

    Part 2: Privacy; International audience; Facebook has a very flexible privacy and security policy specification that is based on intensional and extensional categories of user relationships. The former is fixed by Facebook but controlled by users whereas the latter is facilitated by Facebook with limited control to users. Relations and flows among categories is through a well-defined set of protocols and is subjected to the topology of underlying social graph that continuously evolves by cons...

  10. Facebook and Academic Performance: A Positive Outcome

    OpenAIRE

    González Ramírez, María Reyes; Gascó Gascó, José Luis; Llopis Taverner, Juan

    2016-01-01

    The objective sought with the present paper consists in analyzing the literature about Facebook in order to know the conclusions of the different works with regard to its influence on those results. The examination of 37 papers devoted to this thematic area allows us to know which journals publish more about the impacts that Facebook has on academic performance, which data collection methods are more often used, which topics emerge in parallel to the use of Facebook in the academic context, a...

  11. Analysis of Facebook content demand patterns

    OpenAIRE

    Kihl, Maria; Larsson, Robin; Unnervik, Niclas; Haberkamm, Jolina; Arvidsson, Åke; Aurelius, Andreas

    2014-01-01

    Data volumes in communication networks increase rapidly. Further, usage of social network applications is very wide spread among users, and among these applications, Facebook is the most popular. In this paper, we analyse user demands patterns and content popularity of Facebook generated traffic. The data comes from residential users in two metropolitan access networks in Sweden, and we analyse more than 17 million images downloaded by almost 16,000 Facebook users. We show that the distributi...

  12. SELF-DISCLOSURE IN VIRTUAL ENVIRONMENT: FACEBOOK

    OpenAIRE

    Eginli, Aysen Temel; Özsenler, S. Didem

    2018-01-01

    Facebook is still the most popular social media tool among all types of social networks. Besides having an influence on managing online relationships, Facebook may also be determinative of people’s relationships and interactions in their daily lives. Self-disclosure underpins the establishment and maintenance of interpersonal communication. Social networks, especially Facebook, allow people to comfortably self-disclose. The Uses and Gratifications Theory, which focuses on motives and gains re...

  13. Viral Advertising on Facebook in Vietnam

    OpenAIRE

    Tran, Phuong

    2014-01-01

    The purpose of this thesis is to explore which factors affect the effectiveness of viral advertising on Facebook in Vietnam. The quantitative research method is applied in this research and the sample is Vietnamese Facebook users. After the data analysis stage using SPSS, it became clear that weak ties, perceptual affinity and emotions have an impact on the effectiveness of viral advertising. The results provide a pratical implication of how to make an Ad which can go viral on Facebook. Moreo...

  14. The uses and abuses of Facebook: A review of Facebook addiction

    OpenAIRE

    RYAN, TRACII; CHESTER, ANDREA; REECE, JOHN; XENOS, SOPHIA

    2014-01-01

    Abstract Background and aims: Recent research suggests that use of social networking sites can be addictive for some individuals. Due to the link between motivations for media use and the development of addiction, this systematic review examines Facebook-related uses and gratifications research and Facebook addiction research. Method: Searches of three large academic databases revealed 24 studies examining the uses and gratifications of Facebook, and nine studies of Facebook addiction. Result...

  15. Life on Facebook: Qualitative Study of the Behavior of Teenagers and Young Adults on Facebook

    OpenAIRE

    Erban, Ondřej

    2011-01-01

    This master thesis aims to map the behavioral patterns of Facebook usage and the dependence of these patterns on the users' characteristics. This thesis had the goal to generate hypothesis about peoples' behavior on Facebook - what information, where and why people look for and what information, with whom and why they share. In other words, to describe "the life on Facebook" and to contribute to expanding the knowledge about Facebook's social role, its deeper theoretical reflection and to anc...

  16. User-driven conversations about dialysis through Facebook: A qualitative thematic analysis.

    Science.gov (United States)

    Ahmed, Salim; Haines-Saah, Rebecca J; Afzal, Arfan R; Tam-Tham, Helen; Al Mamun, Mohammad; Hemmelgarn, Brenda R; Turin, Tanvir C

    2017-04-01

    As one of the most popular social networking sites in the world, Facebook has strong potential to enable peer support and the user-driven sharing of health information. We carried out a qualitative thematic analysis of the wall posts of a public Facebook group focused on dialysis to identify some of the major themes discussed. We searched Facebook using the word 'dialysis'. A Facebook group (Dialysis Discussion Uncensored) with the highest number of members was selected amongst publicly available forums related to dialysis and operated in English (http://www.facebook.com/groups/DialysisUncensored). Two researchers independently extracted information on features of the group including purpose, group members and the user-generated posts on the group wall. Posts were further analysed to develop major themes. Characteristics of a Facebook group based on its participants and activities are presented. Three themes are described with representative quotations. In a period of 2 weeks, we found 1257 wall posts with total of 31 636 likes and 15 972 comments. All messages were in English, and the majority of the participants were dialysis patients. However, we observed the participation of family members and care providers as well. Posts were categorized into three major themes: sharing information, seeking and providing emotional and social support and sharing experience. Findings of this study provide an example of how a social networking platform can enable patients and their families to share information and to encourage peer-based support for managing dialysis-related experiences. © 2016 Asian Pacific Society of Nephrology.

  17. Facebook: personalidad y privacidad en los perfiles

    OpenAIRE

    Casado Riera, Carla; Oberst, Ursula E.; Carbonell, Xavier

    2015-01-01

    El objetivo del presente estudio fue investigar la relación entre la configuración de la privacidad en los perfiles de Facebook y dos dimensiones de personalidad, extraversión y neuroticismo, en relación con el sexo. Se aplicó el Cuestionario de la Privacidad en Facebook y el cuestionario de personalidad EPI a una muestra de 92 mujeres y 70 hombres, usuarios de Facebook. No se encontró una relación significativa entre extraversión o neuroticismo y la privacidad en los perfiles de Facebook, pe...

  18. Facebook Users’ Engagement and Perceived Life Satisfaction

    Directory of Open Access Journals (Sweden)

    Tammy R. Vigil

    2015-07-01

    Full Text Available This study extends existing research on Facebook’s impact on users’ life satisfaction. The results from two surveys of college students demonstrate a tension between Facebook use and users’ perceived contentment with their lives. Existing literature indicates students use Facebook to enhance self-esteem, yet the results from this study connect increased Facebook use to lower self-reported levels of happiness. In particular, respondents’ interactions with photos and videos increase users’ dissatisfaction. This phenomenon may be due to the impact photos have on the ways users engage in social comparisons with Facebook “friends” and the self-construals they create based on these comparisons.

  19. Utilization of Facebook in studio Arven's marketing

    OpenAIRE

    Hausmannová, Klára

    2012-01-01

    Title: Utilization of Facebook in studio Arven's marketing Objectives: The aim of this work is to create a facebook fan page for Power Plate studio Arven in Čelákovice. The facebook fan page was created on the basis of survey. Then the effectiveness of the page was evaluated. Methods: In this work have been taken both quantitative and qualitative methods. The quantitative method was applied in survey among existing clients of studio Arven and facebook fans of fitness clubs. Qualitative method...

  20. Customize your Facebook fan page to promote your business or product on Facebook

    OpenAIRE

    Dhwanil

    2012-01-01

    What’s new in Facebook? You can simply post all sorts of content, photograph or video, but the actual layout and design of your fan pages is the same as everyone using. But you can customize your Facebook Fan Page with new professional look and feel to promote your business on Facebook.

  1. Monitoring Freshman College Experience Through Content Analysis of Tweets: Observational Study.

    Science.gov (United States)

    Liu, Sam; Zhu, Miaoqi; Young, Sean D

    2018-01-11

    Freshman experiences can greatly influence students' success. Traditional methods of monitoring the freshman experience, such as conducting surveys, can be resource intensive and time consuming. Social media, such as Twitter, enable users to share their daily experiences. Thus, it may be possible to use Twitter to monitor students' postsecondary experience. Our objectives were to (1) describe the proportion of content posted on Twitter by college students relating to academic studies, personal health, and social life throughout the semester; and (2) examine whether the proportion of content differed by demographics and during nonexam versus exam periods. Between October 5 and December 11, 2015, we collected tweets from 170 freshmen attending the University of California Los Angeles, California, USA, aged 18 to 20 years. We categorized the tweets into topics related to academic, personal health, and social life using keyword searches. Mann-Whitney U and Kruskal-Wallis H tests examined whether the content posted differed by sex, ethnicity, and major. The Friedman test determined whether the total number of tweets and percentage of tweets related to academic studies, personal health, and social life differed between nonexam (weeks 1-8) and final exam (weeks 9 and 10) periods. Participants posted 24,421 tweets during the fall semester. Academic-related tweets (n=3433, 14.06%) were the most prevalent during the entire semester, compared with tweets related to personal health (n=2483, 10.17%) and social life (n=1646, 6.74%). The proportion of academic-related tweets increased during final-exam compared with nonexam periods (mean rank 68.9, mean 18%, standard error (SE) 0.1% vs mean rank 80.7, mean 21%, SE 0.2%; Z=-2.1, P=.04). Meanwhile, the proportion of tweets related to social life decreased during final exams compared with nonexam periods (mean rank 70.2, mean 5.4%, SE 0.01% vs mean rank 81.8, mean 7.4%, SE 0.01%; Z=-4.8, P.05). However, during the final-exam periods

  2. Twitter location (sometimes matters: Exploring the relationship between georeferenced tweet content and nearby feature classes

    Directory of Open Access Journals (Sweden)

    Stefan Hahmann

    2014-12-01

    Full Text Available In this paper, we investigate whether microblogging texts (tweets produced on mobile devices are related to the geographical locations where they were posted. For this purpose, we correlate tweet topics to areas. In doing so, classified points of interest from OpenStreetMap serve as validation points. We adopted the classification and geolocation of these points to correlate with tweet content by means of manual, supervised, and unsupervised machine learning approaches. Evaluation showed the manual classification approach to be highest quality, followed by the supervised method, and that the unsupervised classification was of low quality. We found that the degree to which tweet content is related to nearby points of interest depends upon topic (that is, upon the OpenStreetMap category. A more general synthesis with prior research leads to the conclusion that the strength of the relationship of tweets and their geographic origin also depends upon geographic scale (where smaller scale correlations are more significant than those of larger scale.

  3. Tweeting Supertyphoon Haiyan: Evolving Functions of Twitter during and after a Disaster Event

    Science.gov (United States)

    David, Clarissa C.; Ong, Jonathan Corpus; Legara, Erika Fille T.

    2016-01-01

    When disaster events capture global attention users of Twitter form transient interest communities that disseminate information and other messages online. This paper examines content related to Typhoon Haiyan (locally known as Yolanda) as it hit the Philippines and triggered international humanitarian response and media attention. It reveals how Twitter conversations about disasters evolve over time, showing an issue attention cycle on a social media platform. The paper examines different functions of Twitter and the information hubs that drive and sustain conversation about the event. Content analysis shows that the majority of tweets contain information about the typhoon or its damage, and disaster relief activities. There are differences in types of content between the most retweeted messages and posts that are original tweets. Original tweets are more likely to come from ordinary users, who are more likely to tweet emotions, messages of support, and political content compared with official sources and key information hubs that include news organizations, aid organization, and celebrities. Original tweets reveal use of the site beyond information to relief coordination and response. PMID:27019425

  4. Tweaking and tweeting: exploring Twitter for nonmedical use of a psychostimulant drug (Adderall) among college students.

    Science.gov (United States)

    Hanson, Carl L; Burton, Scott H; Giraud-Carrier, Christophe; West, Josh H; Barnes, Michael D; Hansen, Bret

    2013-04-17

    Adderall is the most commonly abused prescription stimulant among college students. Social media provides a real-time avenue for monitoring public health, specifically for this population. This study explores discussion of Adderall on Twitter to identify variations in volume around college exam periods, differences across sets of colleges and universities, and commonly mentioned side effects and co-ingested substances. Public-facing Twitter status messages containing the term "Adderall" were monitored from November 2011 to May 2012. Tweets were examined for mention of side effects and other commonly abused substances. Tweets from likely students containing GPS data were identified with clusters of nearby colleges and universities for regional comparison. 213,633 tweets from 132,099 unique user accounts mentioned "Adderall." The number of Adderall tweets peaked during traditional college and university final exam periods. Rates of Adderall tweeters were highest among college and university clusters in the northeast and south regions of the United States. 27,473 (12.9%) mentioned an alternative motive (eg, study aid) in the same tweet. The most common substances mentioned with Adderall were alcohol (4.8%) and stimulants (4.7%), and the most common side effects were sleep deprivation (5.0%) and loss of appetite (2.6%). Twitter posts confirm the use of Adderall as a study aid among college students. Adderall discussions through social media such as Twitter may contribute to normative behavior regarding its abuse.

  5. Tweeting Supertyphoon Haiyan: Evolving Functions of Twitter during and after a Disaster Event.

    Directory of Open Access Journals (Sweden)

    Clarissa C David

    Full Text Available When disaster events capture global attention users of Twitter form transient interest communities that disseminate information and other messages online. This paper examines content related to Typhoon Haiyan (locally known as Yolanda as it hit the Philippines and triggered international humanitarian response and media attention. It reveals how Twitter conversations about disasters evolve over time, showing an issue attention cycle on a social media platform. The paper examines different functions of Twitter and the information hubs that drive and sustain conversation about the event. Content analysis shows that the majority of tweets contain information about the typhoon or its damage, and disaster relief activities. There are differences in types of content between the most retweeted messages and posts that are original tweets. Original tweets are more likely to come from ordinary users, who are more likely to tweet emotions, messages of support, and political content compared with official sources and key information hubs that include news organizations, aid organization, and celebrities. Original tweets reveal use of the site beyond information to relief coordination and response.

  6. Tweeting nano: how public discourses about nanotechnology develop in social media environments

    Energy Technology Data Exchange (ETDEWEB)

    Runge, Kristin K., E-mail: kkrunge@wisc.edu; Yeo, Sara K.; Cacciatore, Michael; Scheufele, Dietram A.; Brossard, Dominique [University of Wisconsin, Department of Life Sciences Communication (United States); Xenos, Michael [University of Wisconsin, Department of Communication Arts (United States); Anderson, Ashley; Choi, Doo-hun; Kim, Jiyoun; Nan, Li; Xuan, Liang; Stubbings, Maria; Su, Leona Yi-Fan [University of Wisconsin, Department of Life Sciences Communication (United States)

    2013-01-15

    The growing popularity of social media as a channel for distributing and debating scientific information raises questions about the types of discourse that surround emerging technologies, such as nanotechnology, in online environments, as well as the different forms of information that audiences encounter when they use these online tools of information sharing. This study maps the landscape surrounding social media traffic about nanotechnology. Specifically, we use computational linguistic software to analyze a census of all English-language nanotechnology-related tweets expressing opinions posted on Twitter between September 1, 2010 and August 31, 2011. Results show that 55 % of tweets expressed certainty and 45 % expressed uncertainty. Twenty-seven percent of tweets expressed optimistic outlooks, 32 % expressed neutral outlooks and 41 % expressed pessimistic outlooks. Tweets were mapped by U.S. state, and our data show that tweets are more likely to originate from states with a federally funded National Nanotechnology Initiative center or network. The trend toward certainty in opinion coupled with the distinct geographic origins of much of the social media traffic on Twitter for nanotechnology-related opinion has significant implications for understanding how key online influencers are debating and positioning the issue of nanotechnology for lay and policy audiences.

  7. Tweeting nano: how public discourses about nanotechnology develop in social media environments

    International Nuclear Information System (INIS)

    Runge, Kristin K.; Yeo, Sara K.; Cacciatore, Michael; Scheufele, Dietram A.; Brossard, Dominique; Xenos, Michael; Anderson, Ashley; Choi, Doo-hun; Kim, Jiyoun; Li Nan; Liang Xuan; Stubbings, Maria; Su, Leona Yi-Fan

    2013-01-01

    The growing popularity of social media as a channel for distributing and debating scientific information raises questions about the types of discourse that surround emerging technologies, such as nanotechnology, in online environments, as well as the different forms of information that audiences encounter when they use these online tools of information sharing. This study maps the landscape surrounding social media traffic about nanotechnology. Specifically, we use computational linguistic software to analyze a census of all English-language nanotechnology-related tweets expressing opinions posted on Twitter between September 1, 2010 and August 31, 2011. Results show that 55 % of tweets expressed certainty and 45 % expressed uncertainty. Twenty-seven percent of tweets expressed optimistic outlooks, 32 % expressed neutral outlooks and 41 % expressed pessimistic outlooks. Tweets were mapped by U.S. state, and our data show that tweets are more likely to originate from states with a federally funded National Nanotechnology Initiative center or network. The trend toward certainty in opinion coupled with the distinct geographic origins of much of the social media traffic on Twitter for nanotechnology-related opinion has significant implications for understanding how key online influencers are debating and positioning the issue of nanotechnology for lay and policy audiences.

  8. Kajian terhadap Eksistensi Situs Facebook untuk Kepentingan Pelajar Indonesia

    OpenAIRE

    --, Hayadin

    2010-01-01

    Tujuan penelitian ini yaitu untuk mendiskripsikan keberadaan facebook bagi pelajar di Indonesia.Studi ini dilakukan melalui situs media facebook.com secara mendalam dengan berbagai aspek dalamlayanan facebook, fitur facebook, platform, tujuan dan sasarannya. Dengan menggunakan metode riviupada situs facebook, dan buku panduan untuk menerangkan materi dalam facebook, dan juga sumberyang lain yang relevan pada internet dengan menggunakan sumber “google dan yahoo”. Hasil studimenunjukkan bahwa f...

  9. Facebook Applications' Installation and Removal: A Temporal Analysis

    OpenAIRE

    Kagan, Dima; Fire, Michael; Elyashar, Aviad; Elovici, Yuval

    2013-01-01

    Facebook applications are one of the reasons for Facebook attractiveness. Unfortunately, numerous users are not aware of the fact that many malicious Facebook applications exist. To educate users, to raise users' awareness and to improve Facebook users' security and privacy, we developed a Firefox add-on that alerts users to the number of installed applications on their Facebook profiles. In this study, we present the temporal analysis of the Facebook applications' installation and removal da...

  10. Factors Influencing Facebook Usage and Facebook Addictive Tendency in University Students: The Role of Online Psychological Privacy and Facebook Usage Motivation.

    Science.gov (United States)

    Hong, Fu-Yuan; Chiu, Su-Lin

    2016-04-01

    There are few studies analysing the influence of personal traits and motivation factors on Facebook usage and Facebook addictive tendency as seen in university students. In this study, 225 Taiwanese university students completed a questionnaire to determine their online psychological privacy scale, Facebook usage motivation scale, Facebook usage scale and Facebook addictive tendency scale, in order to evaluate the items that can be conceptualized as the effect of university students' online psychological privacy personal trait and motive factors, and Facebook usage motivation with respect to Facebook usage and Facebook addictive tendency. The study found that a desire for more online psychological privacy correlates with a stronger motivation to use Facebook and more Facebook usage behaviour among university students who may become high-risk groups for Facebook addictive tendency. The study found that a desire for or an acceptance of a lower online psychological privacy correlates with a stronger motivation to use Facebook among university students who may have more Facebook usage behaviour. This study can help understand university students' Facebook usage and Facebook addictive tendency and provide feature indicators for those who may become high-risk groups for Facebook addictive tendency. Finally, this study conducts discussion and proposes relevant suggestions for future study. Copyright © 2014 John Wiley & Sons, Ltd.

  11. Members of Parliament on Facebook

    DEFF Research Database (Denmark)

    Sørensen, Mads P.

    at political party meetings and at public meetings and hearings. However, the upcoming of new social media like Facebook provides new, interesting platforms for this conversation. And many opinion makers and scholars have high expectations for the democratic potential of these platforms. The paper examines......Key to the idea of a democratic public sphere has always been the ongoing conversations between citizens as well as between citizens and politicians (Koch, Mansbridge, Habermas etc.). The conversations between politicians and citizens in the Danish political system have traditionally taken place...

  12. Facebook històric

    OpenAIRE

    Valverde Galceran, Eva

    2018-01-01

    El projecte Facebook històric, pretén ser un aplicatiu web amb l'objectiu principal de mostrar d'una manera intuïtiva i gràfica tota la informació que s'ha obtingut fins al moment dels nostres avantpassats. També serà un aplicatiu que permetrà a qualsevol persona poder fer una publicació (text, fotografia, vídeo, document digital·litzat, etc), per així poder anar construint d'alguna manera el lifelogging dels nostres avantpassats i saber la manera en com estaven relacionats uns avantpassats a...

  13. FACEBOOK WRITTEN LEVANTINE VERNACULAR LANGUAGES

    Directory of Open Access Journals (Sweden)

    Dua'a Abu Elhij'a

    2012-05-01

    Full Text Available Over the last fifteen years, in every Arabic-speaking country, young Arabic speakers have begun to write their spoken language in electronic media, such as Facebook, MSN Messenger, and so on.  The new way of writing in social media is a radical deviation from the traditional norm of writing the classical language—as well as what is commonly referred to as Modern Standard Arabic.  This study is presenting this phenomenon in the Levant— Jordan, Lebanon, and Israel/Palestine.

  14. Different spaces : Exploring Facebook as heterotopia

    NARCIS (Netherlands)

    Rymarczuk, R.; Derksen, Maarten

    2014-01-01

    In this paper we explore the space of Facebook, and use Michel Foucault’s concept of heterotopia to describe it. We show that the heterotopic nature of Facebook explains not only much of its attraction, but even more the discomfort that many people, users as well as non–users, experience in it.

  15. Social media networking: Facebook and Twitter.

    Science.gov (United States)

    Schneider, Andrew; Jackson, Rem; Baum, Neil

    2010-01-01

    The new wave of marketing and practice promotion will include social media networking. This article will discuss Facebook and Twitter. After reading this article you, will have an understanding of these two important aspects of social media and how you might use Facebook and Twitter in your practice to enhance your communication with your existing patients and attract new patients.

  16. Facebook Use and Engagement of College Freshmen

    Science.gov (United States)

    Burkart, Edith Jenae

    2013-01-01

    The purpose of this research was to investigate the effects of intensity of Facebook use and compare the effects of Facebook use with retention program participation on the engagement of college freshmen. The sample consisted of 141 freshmen at the University of West Florida (UWF). The participants were surveyed using questions from the National…

  17. Facebook usage by students in higher education

    NARCIS (Netherlands)

    Wesseling, N.F.; de la Poza, Elena; Dormènech, Jozep; Lloret, Jaime; Vincent Vela, M. Cinta; Zuriaga Agustí, Elena

    2015-01-01

    In this paper I measure first year student Facebook usage as part of a broader PhD study into the influence of social media usage on the success of students in higher education. A total of 906 students were asked to complete 3 surveys on Facebook usage with their peers, for two consecutive years

  18. Integrating Facebook in the Classroom: Pedagogical Dilemmas

    Science.gov (United States)

    Mendez, Jesse Perez; Le, Ky; De La Cruz, Jose

    2014-01-01

    Social networking sites (SNS) such as Facebook remain prolific on college campuses across the country and touches on various aspects of collegiate life, including the classroom. This case study examines student usage of Facebook, its potential impact on faculty interaction, and institutional policy. After providing a literature review and context…

  19. Writing a Professional Life on Facebook

    Science.gov (United States)

    Briggs, Timothy J.

    2013-01-01

    This video presents one academic's experiences using Facebook in service of his professional life in order to contend that Facebook can be valuable to faculty as both a site for professional conversations and a social network that enables users to create and maintain social capital.

  20. The Embodiment of Relationships of Adult Facebookers

    DEFF Research Database (Denmark)

    Pirli, Myrto; Finken, Sisse; Mörtberg, Christina

    2016-01-01

    In the last decade we have seen a rise of social media. Within this landscape of online services Facebook plays an immense role in facilitating and creating bonds between people. In this paper we enter a qualitative study conducted with a small group of adult Facebookers over 58. We do so...

  1. An analysis of facebook's graph search

    CSIR Research Space (South Africa)

    Khan, ZC

    2014-11-01

    Full Text Available With over a billion active users monthly Facebook is one of the biggest social media sites in the world. Facebook encourages friends and people with similar interests to share information such as messages, pictures, videos, website links, and other...

  2. Facebook : A potentially valuable educational tool?

    NARCIS (Netherlands)

    Voivonta, Theodora; Avraamidou, Lucy

    2018-01-01

    This paper is concerned with the educational value of Facebook and specifically how it can be used in formal educational settings. As such, it provides a review of existing literature of how Facebook is used in higher education paying emphasis on the scope of its use and the outcomes achieved. As

  3. An investigation of strategies used in alcohol brand marketing and alcohol-related health promotion on Facebook.

    Science.gov (United States)

    Lim, Megan Sc; Hare, James D; Carrotte, Elise R; Dietze, Paul M

    2016-01-01

    Alcohol brands are incorporating social networking sites (SNS) into their marketing programmes. SNS are also being used to reduce alcohol consumption and harms by health promotion organisations. Marketing via SNS can attempt to influence consumers using a range of strategies from traditional marketing, social media, and behaviour change theory. This study systematically quantifies marketing strategies used by alcohol brands and health promoters on Facebook. We identified the 10 most popular alcohol brands and health promotion organisations in Australia on Facebook and extracted all posts from April 2014. A framework was developed, listing 33 SNS marketing strategies. The frequency of use of each strategy in posts was counted for all profiles. The median number of fans of alcohol brands was 189,290 compared with 7562 for health promotion pages. A total of 210 Facebook posts were analysed. Popular marketing strategies included visual attraction, connecting with other organisations, and links to culture and events. Time-specific and day-specific posts and tweets were used more regularly by alcohol brands than health promotion agencies. Alcohol brands remain substantially more popular than health promotion organisations, and this difference is likely driven by offline factors rather than specific use of marketing strategies. However, health promotion organisations can learn from the strategies used by popular brands, particularly in the use of time and day-specific content.

  4. Epidemiology from Tweets: Estimating Misuse of Prescription Opioids in the USA from Social Media.

    Science.gov (United States)

    Chary, Michael; Genes, Nicholas; Giraud-Carrier, Christophe; Hanson, Carl; Nelson, Lewis S; Manini, Alex F

    2017-12-01

    The misuse of prescription opioids (MUPO) is a leading public health concern. Social media are playing an expanded role in public health research, but there are few methods for estimating established epidemiological metrics from social media. The purpose of this study was to demonstrate that the geographic variation of social media posts mentioning prescription opioid misuse strongly correlates with government estimates of MUPO in the last month. We wrote software to acquire publicly available tweets from Twitter from 2012 to 2014 that contained at least one keyword related to prescription opioid use (n = 3,611,528). A medical toxicologist and emergency physician curated the list of keywords. We used the semantic distance (SemD) to automatically quantify the similarity of meaning between tweets and identify tweets that mentioned MUPO. We defined the SemD between two words as the shortest distance between the two corresponding word-centroids. Each word-centroid represented all recognized meanings of a word. We validated this automatic identification with manual curation. We used Twitter metadata to estimate the location of each tweet. We compared our estimated geographic distribution with the 2013-2015 National Surveys on Drug Usage and Health (NSDUH). Tweets that mentioned MUPO formed a distinct cluster far away from semantically unrelated tweets. The state-by-state correlation between Twitter and NSDUH was highly significant across all NSDUH survey years. The correlation was strongest between Twitter and NSDUH data from those aged 18-25 (r = 0.94, p usage. Mentions of MUPO on Twitter correlate strongly with state-by-state NSDUH estimates of MUPO. We have also demonstrated that a natural language processing can be used to analyze social media to provide insights for syndromic toxicosurveillance.

  5. Communicating about cancer through Facebook: a qualitative analysis of a breast cancer awareness page.

    Science.gov (United States)

    Abramson, Karley; Keefe, Brian; Chou, Wen-Ying Sylvia

    2015-01-01

    Social media channels are increasingly being used for health communication and promotion. Social networking sites such as Facebook have become popular platforms for organizations to communicate health messages and encourage user participation around health topics. While the evaluation of social media's effectiveness in health promotion is beginning to emerge in the literature, few studies have examined actual interactions and user behaviors on Facebook Pages hosted by health organizations. The authors present a qualitative case study of a popular Facebook Page from a nonprofit organization devoted to raising awareness about breast cancer. With the goal of identifying the functions and uses of the Page, our study analyzes the content of Wall posts during Breast Cancer Awareness Month, October 2010. Common themes and characteristics are identified, including open mic communication, scarcity of health information, the commodification of breast cancer, unpredictable locations of conversation, and the use of gendered images and language. The findings have potential implications for health promotion efforts using social media platforms.

  6. Nationwide online social networking for cardiovascular care in Korea using Facebook.

    Science.gov (United States)

    Kim, Changsun; Kang, Bo Seung; Choi, Hyuk Joong; Lee, Young Joo; Kang, Gu Hyun; Choi, Wook Jin; Kwon, In Ho

    2014-01-01

    To examine the use of online social networking for cardiovascular care using Facebook. All posts and comments in a Facebook group between June 2011 and May 2012 were reviewed, and a survey was conducted. A total of 298 members participated. Of the 277 wall posts, 26.7% were question posts requesting rapid replies, and 50.5% were interesting cases shared with other members. The median response time for the question posts was 16 min (IQR 8-47), which tended to decrease as more members joined the group. Many members (37.4%) accessed the group more than once a day, and more than half (64%) monitored the group posts in real time with automatic notifications of new posts. Most members expressed confidence in the content posted. Facebook enables online social networking between physicians in near-real time and appears to be a useful tool for physicians to share clinical experience and request assistance in decision-making.

  7. Using Facebook Within a Geriatric Pharmacotherapy Course

    Science.gov (United States)

    2010-01-01

    Objective To evaluate using an Internet-based social networking site within an elective geriatric pharmacotherapy course. Design Thirty pharmacy students enrolled in a geriatric pharmacotherapy elective course were invited to join a closed Facebook (Facebook Inc, Palo Alto, CA) group to enhance communication among students and faculty members within the course. Creating a discussion board was the primary activity in the course. Each week, 3 students were assigned to post a healthy aging topic, and other students in the class were expected to post their comments and reactions. The healthy aging topics also were discussed during class. Assessment Students wrote reflections about their experiences using Facebook for the activities within this course. A survey instrument also measured students' opinions about using Facebook for educational purposes. Conclusion Using Facebook allowed students to discuss topics more openly and encouraged classroom discussions of healthy aging topics. PMID:21179256

  8. Blogs and tweets, texting and friending social media and online professionalism in health care

    CERN Document Server

    DeJong, Sandra M

    2013-01-01

    Blogs and Tweets, Texting and Friending: Social Media and Online Professionalism in Health Care summarizes the most common mistakes - and their legal and ethical ramifications -made in social media by busy health care professionals. It gives best practices for using social media while maintaining online professionalism. The book goes on to identify categories of caution, from confidentiality of patient information and maintaining the professional's privacy to general netiquette in tweeting, texting, blogging, and friending. And it guides you in setting up a faculty page (or choosing

  9. Online social networking by patients with diabetes: a qualitative evaluation of communication with Facebook.

    Science.gov (United States)

    Greene, Jeremy A; Choudhry, Niteesh K; Kilabuk, Elaine; Shrank, William H

    2011-03-01

    Several disease-specific information exchanges now exist on Facebook and other online social networking sites. These new sources of knowledge, support, and engagement have become important for patients living with chronic disease, yet the quality and content of the information provided in these digital arenas are poorly understood. To qualitatively evaluate the content of communication in Facebook communities dedicated to diabetes. We identified the 15 largest Facebook groups focused on diabetes management. For each group, we downloaded the 15 most recent "wall posts" and the 15 most recent discussion topics from the 10 largest groups. Four hundred eighty unique users were identified in a series of 690 comments from wall posts and discussion topics. Posts were abstracted and aggregated into a database. Two investigators evaluated the posts, developed a thematic coding scheme, and applied codes to the data. Patients with diabetes, family members, and their friends use Facebook to share personal clinical information, to request disease-specific guidance and feedback, and to receive emotional support. Approximately two-thirds of posts included unsolicited sharing of diabetes management strategies, over 13% of posts provided specific feedback to information requested by other users, and almost 29% of posts featured an effort by the poster to provide emotional support to others as members of a community. Approximately 27% of posts featured some type of promotional activity, generally presented as testimonials advertising non-FDA approved, "natural" products. Clinically inaccurate recommendations were infrequent, but were usually associated with promotion of a specific product or service. Thirteen percent of posts contained requests for personal information from Facebook participants. Facebook provides a forum for reporting personal experiences, asking questions, and receiving direct feedback for people living with diabetes. However, promotional activity and personal

  10. Harnessing Facebook for Smoking Reduction and Cessation Interventions: Facebook User Engagement and Social Support Predict Smoking Reduction.

    Science.gov (United States)

    Kim, Sunny Jung; Marsch, Lisa A; Brunette, Mary F; Dallery, Jesse

    2017-05-23

    Social media technologies offer a novel opportunity for scalable health interventions that can facilitate user engagement and social support, which in turn may reinforce positive processes for behavior change. By using principles from health communication and social support literature, we implemented a Facebook group-based intervention that targeted smoking reduction and cessation. This study hypothesized that participants' engagement with and perceived social support from our Facebook group intervention would predict smoking reduction. We recruited 16 regular smokers who live in the United States and who were motivated in quitting smoking at screening. We promoted message exposure as well as engagement and social support systems throughout the intervention. For message exposure, we posted prevalidated, antismoking messages (such as national antismoking campaigns) on our smoking reduction and cessation Facebook group. For engagement and social support systems, we delivered a high degree of engagement and social support systems during the second and third week of the intervention and a low degree of engagement and social support systems during the first and fourth week. A total of six surveys were conducted via Amazon Mechanical Turk (MTurk) at baseline on a weekly basis and at a 2-week follow-up. Of the total 16 participants, most were female (n=13, 81%), white (n=15, 94%), and between 25 and 50 years of age (mean 34.75, SD 8.15). There was no study attrition throughout the 6-time-point baseline, weekly, and follow-up surveys. We generated Facebook engagement and social support composite scores (mean 19.19, SD 24.35) by combining the number of likes each participant received and the number of comments or wall posts each participant posted on our smoking reduction and cessation Facebook group during the intervention period. The primary outcome was smoking reduction in the past 7 days measured at baseline and at the two-week follow-up. Compared with the baseline

  11. Harnessing Facebook for Smoking Reduction and Cessation Interventions: Facebook User Engagement and Social Support Predict Smoking Reduction

    Science.gov (United States)

    Marsch, Lisa A; Brunette, Mary F; Dallery, Jesse

    2017-01-01

    Background Social media technologies offer a novel opportunity for scalable health interventions that can facilitate user engagement and social support, which in turn may reinforce positive processes for behavior change. Objective By using principles from health communication and social support literature, we implemented a Facebook group–based intervention that targeted smoking reduction and cessation. This study hypothesized that participants’ engagement with and perceived social support from our Facebook group intervention would predict smoking reduction. Methods We recruited 16 regular smokers who live in the United States and who were motivated in quitting smoking at screening. We promoted message exposure as well as engagement and social support systems throughout the intervention. For message exposure, we posted prevalidated, antismoking messages (such as national antismoking campaigns) on our smoking reduction and cessation Facebook group. For engagement and social support systems, we delivered a high degree of engagement and social support systems during the second and third week of the intervention and a low degree of engagement and social support systems during the first and fourth week. A total of six surveys were conducted via Amazon Mechanical Turk (MTurk) at baseline on a weekly basis and at a 2-week follow-up. Results Of the total 16 participants, most were female (n=13, 81%), white (n=15, 94%), and between 25 and 50 years of age (mean 34.75, SD 8.15). There was no study attrition throughout the 6-time-point baseline, weekly, and follow-up surveys. We generated Facebook engagement and social support composite scores (mean 19.19, SD 24.35) by combining the number of likes each participant received and the number of comments or wall posts each participant posted on our smoking reduction and cessation Facebook group during the intervention period. The primary outcome was smoking reduction in the past 7 days measured at baseline and at the two

  12. Facebook for Health Promotion: Female College Students' Perspectives on Sharing HPV Vaccine Information Through Facebook.

    Science.gov (United States)

    Zhang, Ni; Tsark, JoAnn; Campo, Shelly; Teti, Michelle

    2015-04-01

    Facebook, a social network site, has been widely used among young adults. However, its potential to be used as a health promotion medium has not been fully examined. This study explored Facebook's potential for sharing human papillomavirus (HPV) vaccine information among female college students in Hawai'i. Culturally tailored flyers and handouts were developed and distributed at one large university in Hawai'i to recruit female college students between the age of 18 and 26 having an active Facebook account. Three focus group meetings were conducted to gather student perspectives about how information about HPV vaccine may be best shared via Facebook. We found that students believed Facebook is a good awareness tool but they needed more knowledge about the HPV vaccine to feel comfortable sharing the information. Participants preferred forwarding information to chatting about HPV. Some participants expressed concern that their Facebook friends would think the HPV vaccine information they forwarded on Facebook is spam. Participants suggested prefacing the posted HPV vaccine information with a personal note in their own words to make the message more interesting and relevant to their Facebook friends. Future interventions using Facebook to promote HPV vaccine could provide students with HPV vaccine information from credible sources and ask students to attach personal testimonials or endorsements while forwarding the information on Facebook.

  13. Tweeting the Meeting: Twitter Use at The American Society of Breast Surgeons Annual Meeting 2013-2016.

    Science.gov (United States)

    Attai, Deanna J; Radford, Diane M; Cowher, Michael S

    2016-10-01

    Twitter social media is being used to disseminate medical meeting information. Meeting attendees and other interested parties have the ability to follow and participate in conversations related to meeting content. We analyzed Twitter activity generated from the 2013-2016 American Society of Breast Surgeons Annual Meetings. The Symplur Signals database was used to determine number of tweets, tweets per user, and impressions for each meeting. The number of unique physicians, patients/caregivers/advocates, and industry participants was determined. Physician tweeters were cross-referenced with membership and attendance rosters. Tweet transcripts were analyzed for content and tweets were categorized as either scientific, social, administrative, industry promotion, or irrelevant. From 2013 to 2016, the number of tweets increased by 600 %, the number of Twitter users increased by 450 %, and the number of physician tweeters increased by 457 %. The number of impressions (tweets × followers) increased from more than 3.5 million to almost 20.5 million, an increase of 469 %. The majority of tweets were informative (70-80 %); social tweets ranged from 13 to 23 %. A small percentage (3-6 %) of tweets were related to administrative matters. There were very few industry or irrelevant tweets. Twitter social media use at the American Society of Breast Surgeons annual meeting showed a substantial increase during the time period evaluated. The use of Twitter during professional meetings is a tremendous opportunity to share information. The authors feel that medical conference organizers should encourage Twitter participation and should be educating attendees on the proper use of Twitter.

  14. Tweeting for and against public health policy: response to the Chicago Department of Public Health's electronic cigarette Twitter campaign.

    Science.gov (United States)

    Harris, Jenine K; Moreland-Russell, Sarah; Choucair, Bechara; Mansour, Raed; Staub, Mackenzie; Simmons, Kendall

    2014-10-16

    In January 2014, the Chicago City Council scheduled a vote on local regulation of electronic cigarettes as tobacco products. One week prior to the vote, the Chicago Department of Public Health (CDPH) released a series of messages about electronic cigarettes (e-cigarettes) through its Twitter account. Shortly after the messages, or tweets, were released, the department's Twitter account became the target of a "Twitter bomb" by Twitter users sending more than 600 tweets in one week against the proposed regulation. The purpose of our study was to examine the messages and tweet patterns in the social media response to the CDPH e-cigarette campaign. We collected all tweets mentioning the CDPH in the week between the e-cigarette campaign and the vote on the new local e-cigarette policy. We conducted a content analysis of the tweets, used descriptive statistics to examine characteristics of involved Twitter users, and used network visualization and descriptive statistics to identify Twitter users prominent in the conversation. Of the 683 tweets mentioning CDPH during the week, 609 (89.2%) were anti-policy. More than half of anti-policy tweets were about use of electronic cigarettes for cessation as a healthier alternative to combustible cigarettes (358/609, 58.8%). Just over one-third of anti-policy tweets asserted that the health department was lying or disseminating propaganda (224/609, 36.8%). Approximately 14% (96/683, 14.1%) of the tweets used an account or included elements consistent with "astroturfing"-a strategy employed to promote a false sense of consensus around an idea. Few Twitter users were from the Chicago area; Twitter users from Chicago were significantly more likely than expected to tweet in support of the policy. Our findings may assist public health organizations to anticipate, recognize, and respond to coordinated social media campaigns.

  15. Facebook's personal page modelling and simulation

    Science.gov (United States)

    Sarlis, Apostolos S.; Sakas, Damianos P.; Vlachos, D. S.

    2015-02-01

    In this paper we will try to define the utility of Facebook's Personal Page marketing method. This tool that Facebook provides, is modelled and simulated using iThink in the context of a Facebook marketing agency. The paper has leveraged the system's dynamic paradigm to conduct Facebook marketing tools and methods modelling, using iThink™ system to implement them. It uses the design science research methodology for the proof of concept of the models and modelling processes. The following model has been developed for a social media marketing agent/company, Facebook platform oriented and tested in real circumstances. This model is finalized through a number of revisions and iterators of the design, development, simulation, testing and evaluation processes. The validity and usefulness of this Facebook marketing model for the day-to-day decision making are authenticated by the management of the company organization. Facebook's Personal Page method can be adjusted, depending on the situation, in order to maximize the total profit of the company which is to bring new customers, keep the interest of the old customers and deliver traffic to its website.

  16. Social structure of Facebook networks

    Science.gov (United States)

    Traud, Amanda L.; Mucha, Peter J.; Porter, Mason A.

    2012-08-01

    We study the social structure of Facebook “friendship” networks at one hundred American colleges and universities at a single point in time, and we examine the roles of user attributes-gender, class year, major, high school, and residence-at these institutions. We investigate the influence of common attributes at the dyad level in terms of assortativity coefficients and regression models. We then examine larger-scale groupings by detecting communities algorithmically and comparing them to network partitions based on user characteristics. We thereby examine the relative importance of different characteristics at different institutions, finding for example that common high school is more important to the social organization of large institutions and that the importance of common major varies significantly between institutions. Our calculations illustrate how microscopic and macroscopic perspectives give complementary insights on the social organization at universities and suggest future studies to investigate such phenomena further.

  17. Recruiting for addiction research via Facebook.

    Science.gov (United States)

    Thornton, Louise K; Harris, Keith; Baker, Amanda L; Johnson, Martin; Kay-Lambkin, Frances J

    2016-07-01

    This study aimed to examine the feasibility of recruiting participants to addiction research via Facebook. Participants were recruited via an advertisement on Facebook, a local research register and university psychology courses. Participants completed a self-report survey regarding substance use, history of mental health issues and current psychological distress. The 524 participants recruited via Facebook cost $1.86 per participant; and 418 participants were recruited via more traditional methods. There were significantly fewer women in the Facebook sample compared with the non-Facebook sample (χ(2)  = 196.61, P Facebook participants reported current use of tobacco (women: Facebook = 57%, non-Facebook = 21%, χ(2)  = 39.71, P Facebook = 62%, non-Facebook = 21%, χ(2)  = 32.429, P Facebook = 26%, non-Facebook = 7%, χ(2)  = 14.364, P Facebook = 46%, non-Facebook = 24%, χ(2)  = 6.765, P Facebook sample contained a higher percentage of high-severity cannabis users (women: Facebook = 24%, non-Facebook = 4%, χ(2)  = 18.12, P Facebook = 43%, non-Facebook = 16%, χ(2)  = 10.00, P Facebook, we were able to capture a greater proportion of people with high-severity substance use and mental health issues and were able to capture a greater and more severe range of substance use behaviours. This suggests social networking sites are efficient, cost-effective ways to recruit large numbers of participants, with relevant behaviours and conditions, to addiction research. [Thornton LK, Harris K, Baker AL, Johnson M, Kay-Lambkin FJ. Recruiting for addiction research via Facebook. Drug Alcohol Rev 2016;35:494-502]. © 2015 Australasian Professional Society on Alcohol and other Drugs.

  18. Awareness of Malicious Social Engineering among Facebook Users

    Science.gov (United States)

    Slonka, Kevin J.

    2014-01-01

    With the rapid growth of Facebook, the social networking website is becoming a lucrative target for malicious activity. Users of Facebook therefore should be aware of various malicious attacks and know how to identify them. This research analyzed Facebook users' level of understanding in the domain of malicious social engineering on Facebook. The…

  19. Facebook Age Display and Alcohol Use among College Students

    Science.gov (United States)

    Wilner, Molly; Kerr, Bradley; Moreno, Megan

    2018-01-01

    Background: This study aimed to investigate the relationship between Facebook age presentation, Facebook alcohol displays, and alcohol related risk factors among college students. Methods: Students from two universities in the United States enrolled and accepted a researcher's Facebook friend request. Participant's Facebook profiles were evaluated…

  20. Facebook vs. Twitter: Battle of the Social Network Stars

    Science.gov (United States)

    Tagtmeier, Curt

    2010-01-01

    Twitter. Facebook. These names stir up feelings, opinions, and experiences in just about everyone. As these services rise in popularity, libraries have begun to use them to reach out to patrons. Some libraries use Twitter but not Facebook. Some use Facebook but not Twitter. Some use both Facebook and Twitter, while others use neither. Yes, the…

  1. Tweeting back: predicting new cases of back pain with mass social media data.

    Science.gov (United States)

    Lee, Hopin; McAuley, James H; Hübscher, Markus; Allen, Heidi G; Kamper, Steven J; Moseley, G Lorimer

    2016-05-01

    Back pain is a global health problem. Recent research has shown that risk factors that are proximal to the onset of back pain might be important targets for preventive interventions. Rapid communication through social media might be useful for delivering timely interventions that target proximal risk factors. Identifying individuals who are likely to discuss back pain on Twitter could provide useful information to guide online interventions. We used a case-crossover study design for a sample of 742 028 tweets about back pain to quantify the risks associated with a new tweet about back pain. The odds of tweeting about back pain just after tweeting about selected physical, psychological, and general health factors were 1.83 (95% confidence interval [CI], 1.80-1.85), 1.85 (95% CI: 1.83-1.88), and 1.29 (95% CI, 1.27-1.30), respectively. These findings give directions for future research that could use social media for innovative public health interventions. © The Author 2015. Published by Oxford University Press on behalf of the American Medical Informatics Association. All rights reserved. For Permissions, please email: journals.permissions@oup.com.

  2. Consumer responses to promoted tweets sent by brands and political parties

    NARCIS (Netherlands)

    Boerman, S.C.; Kruikemeier, S.

    2016-01-01

    This study aims to understand how consumers respond to social media advertising (SMA) by focusing on promoted tweets sent by brands and political parties, and examines persuasion knowledge as underlying mechanism of these responses. Two online experiments with between-subjects designs, comparing the

  3. Machine Learning, Sentiment Analysis, and Tweets: An Examination of Alzheimer's Disease Stigma on Twitter.

    Science.gov (United States)

    Oscar, Nels; Fox, Pamela A; Croucher, Racheal; Wernick, Riana; Keune, Jessica; Hooker, Karen

    2017-09-01

    Social scientists need practical methods for harnessing large, publicly available datasets that inform the social context of aging. We describe our development of a semi-automated text coding method and use a content analysis of Alzheimer's disease (AD) and dementia portrayal on Twitter to demonstrate its use. The approach improves feasibility of examining large publicly available datasets. Machine learning techniques modeled stigmatization expressed in 31,150 AD-related tweets collected via Twitter's search API based on 9 AD-related keywords. Two researchers manually coded 311 random tweets on 6 dimensions. This input from 1% of the dataset was used to train a classifier against the tweet text and code the remaining 99% of the dataset. Our automated process identified that 21.13% of the AD-related tweets used AD-related keywords to perpetuate public stigma, which could impact stereotypes and negative expectations for individuals with the disease and increase "excess disability". This technique could be applied to questions in social gerontology related to how social media outlets reflect and shape attitudes bearing on other developmental outcomes. Recommendations for the collection and analysis of large Twitter datasets are discussed. © The Author 2017. Published by Oxford University Press on behalf of The Gerontological Society of America. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.

  4. Facets of Facebook: Use and Users

    OpenAIRE

    2016-01-01

    The debate on Facebook raises questions about the use and users of this information service. This collected volume gathers a broad spectrum of social science and information science articles about Facebook.Facebook has many facets, and we just look forward above all to the use and users. The facet of users has sub-facets, such as different age, sex, and culture. The facet of use consists of sub-facets of privacy behavior after the Snowden affair, dealing with friends, unfriending and becoming...

  5. "When 'Bad' is 'Good'": Identifying Personal Communication and Sentiment in Drug-Related Tweets.

    Science.gov (United States)

    Daniulaityte, Raminta; Chen, Lu; Lamy, Francois R; Carlson, Robert G; Thirunarayan, Krishnaprasad; Sheth, Amit

    2016-10-24

    To harness the full potential of social media for epidemiological surveillance of drug abuse trends, the field needs a greater level of automation in processing and analyzing social media content. The objective of the study is to describe the development of supervised machine-learning techniques for the eDrugTrends platform to automatically classify tweets by type/source of communication (personal, official/media, retail) and sentiment (positive, negative, neutral) expressed in cannabis- and synthetic cannabinoid-related tweets. Tweets were collected using Twitter streaming Application Programming Interface and filtered through the eDrugTrends platform using keywords related to cannabis, marijuana edibles, marijuana concentrates, and synthetic cannabinoids. After creating coding rules and assessing intercoder reliability, a manually labeled data set (N=4000) was developed by coding several batches of randomly selected subsets of tweets extracted from the pool of 15,623,869 collected by eDrugTrends (May-November 2015). Out of 4000 tweets, 25% (1000/4000) were used to build source classifiers and 75% (3000/4000) were used for sentiment classifiers. Logistic Regression (LR), Naive Bayes (NB), and Support Vector Machines (SVM) were used to train the classifiers. Source classification (n=1000) tested Approach 1 that used short URLs, and Approach 2 where URLs were expanded and included into the bag-of-words analysis. For sentiment classification, Approach 1 used all tweets, regardless of their source/type (n=3000), while Approach 2 applied sentiment classification to personal communication tweets only (2633/3000, 88%). Multiclass and binary classification tasks were examined, and machine-learning sentiment classifier performance was compared with Valence Aware Dictionary for sEntiment Reasoning (VADER), a lexicon and rule-based method. The performance of each classifier was assessed using 5-fold cross validation that calculated average F-scores. One-tailed t test was

  6. Do motivations for using Facebook moderate the association between Facebook use and psychological well-being?

    Science.gov (United States)

    Rae, James R.; Lonborg, Susan D.

    2015-01-01

    Previous investigations of the relationship between Facebook use and psychological well-being have most commonly considered variables relating to the quantity (e.g., time spent online) and underlying motivations (e.g., making new friends) of Facebook consumption. However, previous research has reached contradictory conclusions in that quantity of Facebook use has been linked to both higher and lower levels of psychological well-being. The current study investigated whether these contradictory findings of quantity of Facebook use could be explained by considering users’ motivations for accessing Facebook. We predicted that quantity of use would be positively associated with psychological well-being when users primarily accessed Facebook to maintain existing relationships but negatively associated with psychological well-being when primarily accessed to create new relationships. In a sample of college undergraduates (N = 119), we found that the relationship of quantity of Facebook use on psychological well-being was moderated by the motivation of the user. Quantity of Facebook use was associated with higher levels of psychological well-being among users that accessed Facebook for friendship purposes but was negatively associated with psychological well-being among users that accessed Facebook for connection purposes (e.g., making new friends). We also replicated our results across dimensions of psychological well-being (e.g., anxiety and life satisfaction). The current findings provide initial evidence that quantity and motivations of Facebook use interact with potentially serious implications for psychological well-being and also provide a possible explanation for why quantity of Facebook use can be linked with both positive and negative psychological well-being. PMID:26124733

  7. Facebook - en falsk utopi? : En studie av politisk polarisering på Facebook

    OpenAIRE

    Furuland, Anton; Chennaya, Dominic

    2015-01-01

    Title: Facebook – a false utopia? Authors: Anton Furuland & Dominic Chennaya Principal research question: Is the political polarization increasing on and through Facebook? Theoretical frame: Identification theory, selective exposure theory, spiral of silence Method/Material: Semi-structured interviews which provided our material Main Results: Our research has shown a tendency for increased political polarization on Facebook. Number of pages: 58 Course: Media and communication studies C De...

  8. Do motivations for using Facebook moderate the association between Facebook use and psychological well-being?

    Science.gov (United States)

    Rae, James R; Lonborg, Susan D

    2015-01-01

    Previous investigations of the relationship between Facebook use and psychological well-being have most commonly considered variables relating to the quantity (e.g., time spent online) and underlying motivations (e.g., making new friends) of Facebook consumption. However, previous research has reached contradictory conclusions in that quantity of Facebook use has been linked to both higher and lower levels of psychological well-being. The current study investigated whether these contradictory findings of quantity of Facebook use could be explained by considering users' motivations for accessing Facebook. We predicted that quantity of use would be positively associated with psychological well-being when users primarily accessed Facebook to maintain existing relationships but negatively associated with psychological well-being when primarily accessed to create new relationships. In a sample of college undergraduates (N = 119), we found that the relationship of quantity of Facebook use on psychological well-being was moderated by the motivation of the user. Quantity of Facebook use was associated with higher levels of psychological well-being among users that accessed Facebook for friendship purposes but was negatively associated with psychological well-being among users that accessed Facebook for connection purposes (e.g., making new friends). We also replicated our results across dimensions of psychological well-being (e.g., anxiety and life satisfaction). The current findings provide initial evidence that quantity and motivations of Facebook use interact with potentially serious implications for psychological well-being and also provide a possible explanation for why quantity of Facebook use can be linked with both positive and negative psychological well-being.

  9. The Facebook Paradox: Effects of Facebooking on Individuals? Social Relationships and Psychological Well-Being

    OpenAIRE

    Hu, Xiaomeng; Kim, Andrew; Siwek, Nicholas; Wilder, David

    2017-01-01

    Research suggests that Facebooking can be both beneficial and detrimental for users’ psychological well-being. The current study attempts to reconcile these seemingly mixed and inconsistent findings by unpacking the specific effects of Facebooking on users’ online–offline social relationship satisfaction and psychological well-being. Using structural equation modeling, pathways were examined between Facebook intensity, online–offline social relationship satisfaction, perceived social support, soc...

  10. The reciprocal and indirect relationships between passive Facebook use, comparison on Facebook, and adolescents’ body dissatisfaction

    OpenAIRE

    Rousseau, Ann; Eggermont, Steven; Frison, Eline

    2017-01-01

    Facebook has been found to provide a fertile ground for social comparison. Emerging evidence indicates that social comparison may mediate the relationship between Facebook use and young people’s body dissatisfaction. Yet, little work has been done on how these relationships evolve over time in adolescence and no study has examined the reciprocal relationships between passive Facebook use, social comparison, and adolescents’ body dissatisfaction. To examine these reciprocal relationships, t...

  11. Tweeting PP: an analysis of the 2015-2016 Planned Parenthood controversy on Twitter.

    Science.gov (United States)

    Han, Leo; Han, Lisa; Darney, Blair; Rodriguez, Maria I

    2017-12-01

    We analyzed Twitter tweets and Twitter-provided user data to give geographical, temporal and content insight into the use of social media in the Planned Parenthood video controversy. We randomly sampled the full Twitter repository (also known as the Firehose) (n=30,000) for tweets containing the phrase "planned parenthood" as well as group-defining hashtags "#defundpp" and "#standwithpp." We used demographic content provided by the user and word analysis to generate charts, maps and timeline visualizations. Chi-square and t tests were used to compare differences in content, statistical references and dissemination strategies. From July 14, 2015, to January 30, 2016, 1,364,131 and 795,791 tweets contained "#defundpp" and "#standwithpp," respectively. Geographically, #defundpp and #standwithpp were disproportionally distributed to the US South and West, respectively. Word analysis found that early tweets predominantly used "sensational" words and that the proportion of "political" and "call to action" words increased over time. Scatterplots revealed that #standwithpp tweets were clustered and episodic compared to #defundpp. #standwithpp users were more likely to be female [odds ratio (OR) 2.2, confidence interval (CI) 2.0-2.4] and have fewer followers (median 544 vs. 1578, panalysis can be used to characterize and understand the content, tempo and location of abortion-related messages in today's public spheres. Further research may inform proabortion efforts in terms of how information can be more effectively conveyed to the public. This study has implications for how the medical community interfaces with the public with regards to abortion. It highlights how social media are actively exploited instruments for information and message dissemination. Researchers, providers and advocates should be monitoring social media and addressing the public through these modern channels. Copyright © 2017 Elsevier Inc. All rights reserved.

  12. Tweeting PP: an analysis of the 2015–2016 Planned Parenthood controversy on Twitter

    Science.gov (United States)

    Han, Leo; Han, Lisa; Darney, Blair; Rodriguez, Maria I.

    2018-01-01

    Objectives We analyzed Twitter tweets and Twitter-provided user data to give geographical, temporal and content insight into the use of social media in the Planned Parenthood video controversy. Methodology We randomly sampled the full Twitter repository (also known as the Firehose) (n=30,000) for tweets containing the phrase “planned parenthood” as well as group-defining hashtags “#defundpp” and “#standwithpp.” We used demographic content provided by the user and word analysis to generate charts, maps and timeline visualizations. Chi-square and t tests were used to compare differences in content, statistical references and dissemination strategies. Results From July 14, 2015, to January 30, 2016, 1,364,131 and 795,791 tweets contained “#defundpp” and “#standwithpp,” respectively. Geographically, #defundpp and #standwithpp were disproportionally distributed to the US South and West, respectively. Word analysis found that early tweets predominantly used “sensational” words and that the proportion of “political” and “call to action” words increased over time. Scatterplots revealed that #standwithpp tweets were clustered and episodic compared to #defundpp. #standwithpp users were more likely to be female [odds ratio (OR) 2.2, confidence interval (CI) 2.0–2.4] and have fewer followers (median 544 vs. 1578, pSocial media analysis can be used to characterize and understand the content, tempo and location of abortion-related messages in today’s public spheres. Further research may inform proabortion efforts in terms of how information can be more effectively conveyed to the public. Implications This study has implications for how the medical community interfaces with the public with regards to abortion. It highlights how social media are actively exploited instruments for information and message dissemination. Researchers, providers and advocates should be monitoring social media and addressing the public through these modern channels

  13. Tipificação dos tweets jornalísticos

    Directory of Open Access Journals (Sweden)

    Mabel Teixeira

    2015-11-01

    Full Text Available O presente artigo visa, sobretudo, contribuir aos estudos arrolados no campo do webjornalismo através da exploração de um objeto-textual ainda pouco explorado, o “tweet ”, mais especificamente, o tweet jornalístico. Esclarecemos que, como tal, consideramos os enunciados produzidos e veiculados no site rede social (SRS Twitter por empresas e/ou profissionais do campo jornalístico. Nosso objetivo central é oferecer, com base nos dados coletados, uma proposta de tipificação dos “tweets jornalísticos” e, consequentemente, propor uma discussão acerca de tais enunciados e dos processos que subjazem sua aparição. Os critérios que serão empregados à análise dos “tweets jornalísticos” coletados serão, em suma: a intenção comunicativa, a estrutura textual e o tipo de linguagem empregada em sua constituição. Para compreendermos a heterogeneidade de jornais presentes na web, optamos por constituir nosso corpus com tweets oriundos de veículos que, necessariamente, não pertencessem ao mesmo grupo empresarial e, ao mesmo tempo, que não possuíssem a mesma área de cobertura. Sendo assim, decidimos trabalhar com os enunciados publicados, no dia 16 de junho de 2011, pelos jornais Folha de São Paulo (FSP, Zero Hora (ZH e Diário Popular (DP, obtendo um total de 134 tweets à análise. Esta, partiu de uma extração dos dados mais gerais acerca dos objetos e seguiu ao cruzamento das técnicas textuais envolvidas e o material coletado, propondo, posteriormente, uma discussão que relaciona os conceitos apresentados no referencial e os apontamentos obtidos pela observação do corpus. Salientamos que os dados, as análises e as considerações que serão expostas neste artigo pertencem a um estudo maior que trata do discurso jornalístico no Twitter, desenvolvido desde 2010. Partimos tratamos da materialidade linguística do tweet jornalístico, portanto, para instigar, sobretudo, uma

  14. The rise and fall of a Facebook hate group

    OpenAIRE

    Oboler, Andre

    2008-01-01

    One Facebook group has repeatedly caught the media’s attention. The group is called "Israel" is not a country!... ... Delist it from Facebook as a country! Despite the opinions of experts who highlighted the racist nature of the group, Facebook refused to take action. After unsuccessfully lobbying Facebook for intervention, a organization known as the Jewish Internet Defense Force took control of the Facebook group in late July 2008 and began to manually dismantle it from the inside. The rise...

  15. Violence originated from Facebook: A case study in Bangladesh

    OpenAIRE

    Minar, Matiur Rahman; Naher, Jibon

    2018-01-01

    Facebook as in social network is a great innovation of modern times. Among all social networking sites, Facebook is the most popular social network all over the world. Bangladesh is no exception. People use Facebook for various reasons e.g. social networking and communication, online shopping and business, knowledge and experience sharing etc. However, some recent incidents in Bangladesh, originated from or based on Facebook activities, led to arson and violence. Social network i.e. Facebook ...

  16. Facebook engagement on college students' interpersonal and intrapersonal functioning

    OpenAIRE

    Deatherage, Scott S.

    2016-01-01

    In recent years college students have incorporated social-networking sites, and more specifically Facebook, into their daily lives. Facebook has received empirical attention; attention focused on what students are doing on Facebook, who its users are, and, more recently, why students access Facebook. However, researchers who have assessed motivations for accessing Facebook have emphasized how motivations are associated with certain activities, and have not simultaneously and directly examined...

  17. "Are we Facebook official?" Implications of dating partners' Facebook use and profiles for intimate relationship satisfaction.

    Science.gov (United States)

    Papp, Lauren M; Danielewicz, Jennifer; Cayemberg, Crystal

    2012-02-01

    Extending previous research on positive and negative correlates of Facebook use for individuals' outcomes, this study examined male and female dating partners' (n=58 couples) Facebook use and portrayals of their intimate relationship on the Facebook profile. Confirming hypotheses from compatibility theories of mate selection, partners demonstrated similar Facebook intensity (e.g., usage, connection to Facebook), and were highly likely to portray their relationship on their Facebook profiles in similar ways (i.e., display partnered status and show their partner in profile picture). These Facebook profile choices played a role in the overall functioning of the relationship, with males' indications of a partnered status linked with higher levels of their own and their partners' (marginal) relationship satisfaction, and females' displays of their partner in their profile picture linked with higher levels of their own and their partners' relationship satisfaction. Finally, male and female reports of having had disagreements over the Facebook relationship status was associated with lower level of females' but not males' relationship satisfaction, after accounting for global verbal conflict. Thus, the findings point to the unique contribution of Facebook disagreements to intimate relationship functioning. Results from this study encourage continued examination of technology use and behaviors in contexts of intimate relationships.

  18. Facebook applikationsutveckling : En analys och guide

    OpenAIRE

    Klinkmann, Samuel

    2012-01-01

    Facebook har blivit det ledande sociala nätverket på nätet. Facebook erbjuder även mycket goda möjligheter för företag att presentera sig, skapa sig ett brand på sidan och utveckla nya försäljningsinitiativ. Arcada har redan en tid haft en Facebook-sida. Nu ville de satsa mera på den och därför prova på att göra en kampanj i form av en facebook-applikation. Detta gjordes i och med deras brandförnyelse för läsåret 2011-2012. Detta examensarbete analyserar applikationen jag gjort tillsamma...

  19. Emotional Uses of Facebook and Twitter.

    Science.gov (United States)

    Errasti, Jose; Amigo, Isaac; Villadangos, Manuel

    2017-01-01

    Facebook and Twitter have change interpersonal relationships. Adolescents are the sector of the population who use most these networks. They use them in an emotional way, to express their emotions and to comment on those of others. Empathy, narcissism, and self-esteem may play an important role in the use of these networks. Using a sample of 503 Spanish adolescents (272 males, 231 females), this work studies the relationship between the Basic Empathy Scale, the Narcissistic Personality Inventory, the Rosenberg Self-Esteem Scale, and emotional and empathic use of Facebook and Twitter. The results showed that those who use Facebook and Twitter have higher scores in empathy. It has been observed that certain ways of using these two social networks are associated with narcissism. Greater use of Facebook and Twitter is associated with lower self-esteem.

  20. Facebook addiction: a reply to Griffiths (2012).

    Science.gov (United States)

    Andreassen, Cecilie Schou; Pallesen, Ståle

    2013-12-01

    Our recent paper about a new Facebook addiction scale has stimulated an interesting and very welcome debate among researchers concerning the assessment of excessive use of social networking sites. The critique put forward by Griffiths (2012) is mainly built on the conception of "Facebook" as too narrow of a concept, and that assessment of addiction to social network sites in general would be more appropriate. We argue that the concept of "social network site" is not more specific than "Facebook," so "Facebook addiction" rather than "social network addiction" is defensible. We acknowledge that more research in this area is needed and point specifically to new and important directions for future research that can shed light on the mechanism of addiction to social network sites.

  1. Facebooking Citizen Science with the Zooniverse

    Science.gov (United States)

    Moore, Joseph; Gay, P. L.; Hogan, K.; Lintott, C.; Impey, C.; Watson, C.

    2011-01-01

    While fully online citizen science projects like Galaxy Zoo and Moon Zoo are able to garner participation by tens to hundreds of thousands of people, this success pales next to the number of people who use Facebook. With a population well over half a billion, Facebook is, at the time of this writing, the largest single online community. As an experiment in social science-engagement, we have created Facebook fan pages for Zooniverse science tasks, social-sharing apps for Moon Zoo and Galaxy Zoo, and a novel galaxy-related citizen science project all within Facebook. In this poster we present early analysis on how these engagements attract both old and new users, and how users choose to share and interact through these pages.

  2. Cross-media within the Facebook newsfeed

    DEFF Research Database (Denmark)

    Mathieu, David; Pavlíčková, Tereza

    2017-01-01

    This study investigates the role of interpretation in cross-media uses. Highlighting the specificity of cross-media uses within meta-media environments such as Facebook, we argue that interpretative processes play a crucial role in the formation of cross-media repertoires. The methodology relies...... on a reception analysis for which we conducted interviews with eleven expatriates using Facebook on a daily basis, in conjunction with a commented consultation of their newsfeed. In the analysis, we show that reading Facebook’s newsfeed is an activity that contributes to the construction of the user’s mediated...... lifeworld. Schutz’s phenomenological approach allows us to explore how users develop reading strategies to typify their experience of the social world within Facebook, to maintain the relevance of their newsfeed and to negotiate the technological features of Facebook, shedding light on how users assemble...

  3. Facebook-sovelluskehitys ja markkinointi sosiaalisessa mediassa

    OpenAIRE

    Gelmi, Sandro

    2012-01-01

    Insinöörityössä raportoitiin matkailualan yritykselle suunnitellun mainoskampanjan verkkototeutus, jonka julkaisu- ja jakelualusta oli maailman suurin sosiaalinen media: Facebook. Mainoskampanjan yhteydessä luotu verkkosovellus on Flash-sovellusalustalla kehitetty viihteellinen peli, joka julkaistiin mainoskampanjan asiakkaan Facebook-palvelussa sijaitsevalla yrityssivulla. Insinöörityön tavoitteena oli tutkia sosiaalisen median kasvavaa merkitystä yritysten markkinointikanavana ja syven...

  4. Facebook-sivut mikroyritykselle : case Rmh

    OpenAIRE

    Karvonen, Katja

    2016-01-01

    Toiminnallisen opinnäytetyöni tavoitteena oli luoda vuorovaikutteinen viestintäkanava, Facebook-sivut, tukemaan Rmh:n näkyvyyttä ja tunnettuutta Lapissa. Rmh on mikroyritys, joka tuottaa matkapuhelinten huolto- ja korjauspalveluita. Opinnäytetyöni pohjautuu teoreettiseen tietoon, jota etsin alan painetusta kirjallisuudesta, lehtiartikkeleista, internet-lähteistä sekä asiantuntijayrityksen koulutusmateriaalista. Facebook-sivujen toteutuksen apuna käytin teoriatiedon materiaalia se...

  5. An Alternative View of Privacy on Facebook

    OpenAIRE

    Christian Fuchs

    2011-01-01

    The predominant analysis of privacy on Facebook focuses on personal information revelation. This paper is critical of this kind of research and introduces an alternative analytical framework for studying privacy on Facebook, social networking sites and web 2.0. This framework is connecting the phenomenon of online privacy to the political economy of capitalism—a focus that has thus far been rather neglected in research literature about Internet and web 2.0 privacy. Liberal privacy philosophy ...

  6. Measuring, Characterizing, and Detecting Facebook Like Farms

    OpenAIRE

    Ikram, Muhammad; Onwuzurike, Lucky; Farooqi, Shehroze; De Cristofaro, Emiliano; Friedman, Arik; Jourjon, Guillaume; Kaafar, Dali; Shafiq, M. Zubair

    2017-01-01

    Social networks offer convenient ways to seamlessly reach out to large audiences. In particular, Facebook pages are increasingly used by businesses, brands, and organizations to connect with multitudes of users worldwide. As the number of likes of a page has become a de-facto measure of its popularity and profitability, an underground market of services artificially inflating page likes, aka like farms, has emerged alongside Facebook's official targeted advertising platform. Nonetheless, ther...

  7. The influence of Facebook on interpersonal communication

    OpenAIRE

    Sevük, Tolga

    2013-01-01

    ABSTRACT: Today, with the development of communication technologies, social network sites become common and popular. People prefer to communicate with each other via social network sites. In particular, Facebook is used by almost everyone and today it has about 901 million users from all around the world. Therefore, the aim of this study is to explore the influence of Facebook on interpersonal communication among 200 students who study at the Faculty of Communication and Media Studies at the ...

  8. Developing data-intensive applications on Facebook

    OpenAIRE

    Hribar, Rok

    2011-01-01

    Facebook applications are becoming an important asset to companies in marketing and promotion of their services or products. For easier and more efficient marketing for companies there are many different data-intensive Facebook applications that businesses can use. Data-intensive applications require large amounts of data, the greater part of the implementation is used primarily for searching and transfering data from database. In my graduation thesis I focused on the development, transfe...

  9. Facebook marketing for a direct selling company

    OpenAIRE

    Egeberg, Chenette

    2015-01-01

    The purpose of the thesis was to provide recommendations for how the studied company could improve their Facebook marketing activities. The company was the Danish subsidiary of an multinational direct selling company of health and beauty products. The following research questions were devised: 1) What are the constraints and challenges for LR Denmark’s facebook marketing as a subsidiary of a Multinational Corporation and as a Direct Selling Company? 2) How can LR Denmark improve the...

  10. "Retweet to Pass the Blunt": Analyzing Geographic and Content Features of Cannabis-Related Tweeting Across the United States.

    Science.gov (United States)

    Daniulaityte, Raminta; Lamy, Francois R; Smith, G Alan; Nahhas, Ramzi W; Carlson, Robert G; Thirunarayan, Krishnaprasad; Martins, Silvia S; Boyer, Edward W; Sheth, Amit

    2017-11-01

    Twitter data offer new possibilities for tracking health-related communications. This study is among the first to apply advanced information processing to identify geographic and content features of cannabis-related tweeting in the United States. Tweets were collected using streaming Application Programming Interface (March-May 2016) and were processed by eDrugTrends to identify geolocation and classify content by source (personal communication, media, retail) and sentiment (positive, negative, neutral). States were grouped by cannabis legalization policies into "recreational," "medical, less restrictive," "medical, more restrictive," and "illegal." Permutation tests were performed to analyze differences among four groups in adjusted percentages of all tweets, unique users, personal communications only, and positive-to-negative sentiment ratios. About 30% of all 13,233,837 cannabis-related tweets had identifiable state-level geo-information. Among geolocated tweets, 76.2% were personal communications, 21.1% media, and 2.7% retail. About 71% of personal communication tweets expressed positive sentiment toward cannabis; 16% expressed negative sentiment. States in the recreational group had significantly greater average adjusted percentage of cannabis tweets (3.01%) compared with other groups. For personal communication tweets only, the recreational group (2.47%) was significantly greater than the medical, more restrictive (1.84%) and illegal (1.85%) groups. Similarly, the recreational group had significantly greater average positive-to-negative sentiment ratio (4.64) compared with the medical, more restrictive (4.15) and illegal (4.19) groups. Average adjusted percentages of unique users showed similar differences between recreational and other groups. States with less restrictive policies displayed greater cannabis-related tweeting and conveyed more positive sentiment. The study demonstrates the potential of Twitter data to become a valuable indicator of drug

  11. Comparing Facebook Users and Facebook Non-Users: Relationship between Personality Traits and Mental Health Variables ? An Exploratory Study

    OpenAIRE

    Brailovskaia, Julia; Margraf, J?rgen

    2016-01-01

    Over one billion people use Facebook as a platform for social interaction and self-presentation making it one of the most popular online sites. The aim of the present study was to investigate differences in various personality traits and mental health variables between Facebook users and people who do not use this platform. The data of 945 participants (790 Facebook users, 155 Facebook non-users) were collected. Results indicate that Facebook users score significantly higher on narcissism, se...

  12. Hvorfor fænger Facebook?

    DEFF Research Database (Denmark)

    Larsen, Malene Charlotte

    2008-01-01

    Facebook-feberen raser i Danmark. Online social networking er blevet mainstream og er ikke længere forbeholdt generationen af digitale indfødte. Facebook er et tydeligt bevis på, at vi voksne styres af nøjagtig de samme grundlæggende sociale behov, som når de unge bruger Arto, MySpace eller...... lignende sociale netværk. Vi voksne vil også have mange links på vores vennelister. Vi drages af den konstante tilstedeværelse, som Facebook giver os mulighed for. Og vi elsker at lure, snage og sladre. Derfor fascinerer Facebook. Og derfor er online social networking kommet for at blive. Men hvad er det...... vil jeg gå bag om Facebook-fænomenet ved at drage paralleller til børn og unges brug af sociale netværkssider – der er nemlig mange ligheder – og derved give svar på spørgsmålet: Hvorfor er Facebook så fængende?...

  13. The interpersonal effects of Facebook reassurance seeking.

    Science.gov (United States)

    Clerkin, Elise M; Smith, April R; Hames, Jennifer L

    2013-11-01

    Social networking sites like Facebook represent a potentially valuable means for individuals with low self-esteem or interpersonal difficulties to connect with others; however, recent research indicates that individuals who are most in need of social benefits from Facebook may be ineffective in their communication strategies, and thereby sabotage their potential to benefit interpersonally. The current study tested whether reassurance seeking via Facebook negatively influenced self-esteem, and whether this change in self-esteem mediated the relationship between Facebook reassurance seeking and greater thwarted belongingness and perceived burdensomeness. Participants completed measures online at two time-points approximately 24 days apart. Results provided evidence that Facebook reassurance seeking predicted lower levels of self-esteem, which in turn predicted increased feelings that one does not belong and that one is a burden. Key limitations to this study include our use of a predominantly young, female, Caucasian sample, a novel reassurance seeking measure, and only evaluating two time points. These results suggest that Facebook usage has the potential for negative and far-reaching influences on one's interpersonal functioning. Published by Elsevier B.V.

  14. Do Motivations for Using Facebook Moderate the Association Between Facebook Use and Psychological Well-Being?

    Directory of Open Access Journals (Sweden)

    James eRae

    2015-06-01

    Full Text Available Previous investigations of the relationship between Facebook use and psychological well-being have most commonly considered variables relating to the quantity (e.g. time spent online and underlying motivations (e.g. making new friends of Facebook consumption. However, previous research has reached contradictory conclusions in that quantity of Facebook use has been linked to both higher and lower levels of psychological well-being. The current study investigated whether these contradictory findings of quantity of Facebook use could be explained by considering users’ motivations for accessing Facebook. We predicted that quantity of use would be positively associated with psychological well-being when users primarily accessed Facebook to maintain existing relationships but negatively associated with psychological well-being when primarily accessed to create new relationships. In a sample of college undergraduates (N=119, we found that the relationship of quantity of Facebook use on psychological well-being was moderated by the motivation of the user. Quantity of Facebook use was associated with higher levels of psychological well-being among users that accessed Facebook for friendship purposes but was negatively associated with psychological well-being among users that accessed for connection purposes (e.g. making new friends. We also replicated our results across dimensions of psychological well-being (e.g. anxiety and life satisfaction. The current findings provide initial evidence that quantity and motivations of Facebook use interact with potentially serious implications for psychological well-being and also provide possible explanation for why quantity of Facebook use can be linked with both positive and negative psychological well-being.

  15. Desarrollo de Mooc en Facebook

    Directory of Open Access Journals (Sweden)

    Carlos Bravo Reyes

    2015-04-01

    Full Text Available Los cursos masivos, abiertos y en línea (MOOC constituyen un modo de capacitación no formal para millones de personas que se inscriben dentro del proceso de formación permanente que es propio de la sociedad actual. La mayoría de estos cursos se desarrollan en plataformas que mantienen un carácter vertical en la relación entre los organizadores de los cursos y sus participantes. El artículo describe el desarrollo de dos MOOC que emplean Facebook, la metodología propia para este tipo de curso en dicha plataforma y la manera de involucrar a los estudiantes de trabajo final de grado de la licenciatura en Educación de nuestra Universidad en los dos MOOC y que asumen el papel de profesores. Los resultados obtenidos, parte de los cuales son analizados en el trabajo, demostraron que los principales problemas en este tipo de curso son los mismos que presentan otros cursos que tienen lugar en otras plataformas.

  16. strong>Facebooks kommunikative rumstrong>

    DEFF Research Database (Denmark)

    Tække, Jesper

    I min ph.d.-afhandling, Mediesociografi, opstiller jeg en analysestrategi for at beskrive og analysere det sociale, set i lyset af det, eller de medier det baserer sig på. Afhandlingen bevæger sig mest på et sociologisk plan, men støtter sig på Medium Theory for at beskrive medier som mulighedssk......I min ph.d.-afhandling, Mediesociografi, opstiller jeg en analysestrategi for at beskrive og analysere det sociale, set i lyset af det, eller de medier det baserer sig på. Afhandlingen bevæger sig mest på et sociologisk plan, men støtter sig på Medium Theory for at beskrive medier som...... det følgende først præsentere de ni parametre kort og generelt, og derefter mere grundigt og specifikt anvende dem, til at iagttage Facebook. Jeg vil ikke i denne tekst gå ind i egentlige teoretiske forklaringer, men være lidt indforstået og refererende og først og fremmest bare beskrive og analysere...

  17. Starchitect: Building Worlds and Learning Astronomy on Facebook and Beyond

    Science.gov (United States)

    Harold, J. B.; Hines, D. C.

    2014-12-01

    Our team at the National Center for Interactive Learning at the Space Science Institute has developed Starchitect, an end-to-end stellar and planetary evolution game available both on Facebook and externally. Supported by NSF and NASA, the game uses the "sporadic play" model of games such as Farmville, where players might only take actions a few times a day, but continue playing for months. This framework is an excellent fit for teaching about the evolution of stars and planets. Players select regions of the galaxy to build their systems, and watch as they evolve in scaled real time (a million years to the minute). Massive stars will supernova within minutes, while lower mass stars like our sun will live for weeks, possibly evolving life before passing through a red giant stage and ending their lives as white dwarfs. Starchitect provides a wide variety of opportunities for communicating astronomy concepts, targeting known misconceptions, and encouraging players to dig deeper through external sites. The game directly addresses stellar lifecycles, habitable zones, and the roles of giant worlds in creating habitable solar systems as part of its core design. Meanwhile minigames can focus on additional concepts. For instance, the game's solar system visualization engine allows players to "fake" planetary scales to create more attractive images of their systems (which can then be posted to their Facebook wall), but this ability must be unlocked through completion of a minigame that looks at the relative scales of planets, moons, and solar system distances. Starchitect also incorporates current science through links to external content, science "Factlets", all-sky maps generated by missions, and more. Finally, the game is heavily instrumented to allow us to analyze the resulting gameplay in conjunction with Facebook's demographic data. This presentation will focus on the release, evaluation, and ongoing refinement of the game as well as its overall goals, which include

  18. Teachers' Facebook Use: Their Use Habits, Intensity, Self-Disclosure, Privacy Settings, and Activities on Facebook

    Science.gov (United States)

    Sumuer, Evren; Esfer, Sezin; Yildirim, Soner

    2014-01-01

    This study investigated K12 teachers' Facebook usage habits, intensity, self-disclosure, privacy settings and activities. A multi-method design was employed by collecting quantitative data from 616 teachers with a Facebook account using an online questionnaire and qualitative data from 32 teachers using online open-ended questions. The results of…

  19. The "Facebook-self": characteristics and psychological predictors of false self-presentation on Facebook.

    Science.gov (United States)

    Gil-Or, Oren; Levi-Belz, Yossi; Turel, Ofir

    2015-01-01

    In this study we present and empirically examine a new phenomenon related to social networking sites, such as Facebook, the "false Facebook-self." Arguably false self-presentation on Facebook is a growing phenomenon, and in extreme cases; i.e., when ones Facebook image substantially deviates from their true image, it may serve as a gateway behavior to more problematic behaviors which may lead to psychological problems and even pathologies. In this study we show that certain users are more vulnerable to such false self-presentation than others. The study involved 258 Facebook users. Applying ANOVA and SEM analyses we show that users with low self-esteem and low trait authenticity are more likely than others to present a Facebook-self which deviates from their true selves. These social-interaction-related traits are influenced by one's upbringing and the anxious and avoidant attachment styles he or she has developed. Several cases (7.5%) with large gaps between the true and false Facebook-self were detected, which implies that future research should consider the adverse consequences and treatments of high levels of false Facebook-self.

  20. The Relationship between Frequency of Facebook Use, Participation in Facebook Activities, and Student Engagement

    Science.gov (United States)

    Junco, Reynol

    2012-01-01

    Educators and others are interested in the effects of social media on college students, with a specific focus on the most popular social media website--Facebook. Two previous studies have examined the relationship between Facebook use and student engagement, a construct related to positive college outcomes. However, these studies were limited by…

  1. The “Facebook-self”: characteristics and psychological predictors of false self-presentation on Facebook

    Science.gov (United States)

    Gil-Or, Oren; Levi-Belz, Yossi; Turel, Ofir

    2015-01-01

    In this study we present and empirically examine a new phenomenon related to social networking sites, such as Facebook, the “false Facebook-self.” Arguably false self-presentation on Facebook is a growing phenomenon, and in extreme cases; i.e., when ones Facebook image substantially deviates from their true image, it may serve as a gateway behavior to more problematic behaviors which may lead to psychological problems and even pathologies. In this study we show that certain users are more vulnerable to such false self-presentation than others. The study involved 258 Facebook users. Applying ANOVA and SEM analyses we show that users with low self-esteem and low trait authenticity are more likely than others to present a Facebook-self which deviates from their true selves. These social-interaction-related traits are influenced by one’s upbringing and the anxious and avoidant attachment styles he or she has developed. Several cases (7.5%) with large gaps between the true and false Facebook-self were detected, which implies that future research should consider the adverse consequences and treatments of high levels of false Facebook-self. PMID:25741299

  2. The “Facebook-self”: characteristics and psychological predictors of false self-presentation on Facebook

    Directory of Open Access Journals (Sweden)

    Oren Gil-Or

    2015-02-01

    Full Text Available In this study we present and empirically examine a new phenomenon related to social networking sites, such as Facebook, the “false Facebook-self.” Arguably false self-presentation on Facebook is a growing phenomenon, and in extreme cases; i.e., when ones Facebook image substantially deviates from their true image, it may serve as a gateway behavior to more problematic behaviors which may lead to psychological problems and even pathologies. In this study we show that certain users are more vulnerable to such false self-presentation than others. The study involved 258 Facebook users. Applying ANOVA and SEM analyses we show that users with low self-esteem and low trait authenticity are more likely than others to present a Facebook-self which deviates from their true selves. These social-interaction-related traits are influenced by one’s upbringing and the anxious and avoidant attachment styles he or she has developed. Several cases (7.5% with large gaps between the true and false Facebook-self were detected, which implies that future research should consider the adverse consequences and treatments of high levels of false Facebook-self.

  3. Having Fun on Facebook?: Mothers' Enjoyment as a Moderator of Mental Health and Facebook Use.

    Science.gov (United States)

    Kaufmann, Renee; Buckner, Marjorie M; Ledbetter, Andrew M

    2017-08-01

    This study reports results of a study that examined the extent to which contextual factors (i.e., income level and number of children) might predict a mother's mental health quality, which, in turn, may predict level of engagement with Facebook. Results supported this model, finding that mothers with more children and lower income possess lower mental health quality, and lower mental health quality predicted more frequent Facebook use. However, this pattern was qualified by a mother's level of enjoyment of Facebook, such that mental health quality did not significantly predict Facebook intensity when enjoyment of Facebook was low. This research extends practitioners' knowledge of mothers' mental health quality by identifying a behavior that may indicate lower mental health quality and enhance abilities to recognize mothers who may need support or treatment. Future directions for this research are included.

  4. An Alternative View of Privacy on Facebook

    Directory of Open Access Journals (Sweden)

    Christian Fuchs

    2011-02-01

    Full Text Available The predominant analysis of privacy on Facebook focuses on personal information revelation. This paper is critical of this kind of research and introduces an alternative analytical framework for studying privacy on Facebook, social networking sites and web 2.0. This framework is connecting the phenomenon of online privacy to the political economy of capitalism—a focus that has thus far been rather neglected in research literature about Internet and web 2.0 privacy. Liberal privacy philosophy tends to ignore the political economy of privacy in capitalism that can mask socio-economic inequality and protect capital and the rich from public accountability. Facebook is in this paper analyzed with the help of an approach, in which privacy for dominant groups, in regard to the ability of keeping wealth and power secret from the public, is seen as problematic, whereas privacy at the bottom of the power pyramid for consumers and normal citizens is seen as a protection from dominant interests. Facebook’s privacy concept is based on an understanding that stresses self-regulation and on an individualistic understanding of privacy. The theoretical analysis of the political economy of privacy on Facebook in this paper is based on the political theories of Karl Marx, Hannah Arendt and Jürgen Habermas. Based on the political economist Dallas Smythe’s concept of audience commodification, the process of prosumer commodification on Facebook is analyzed. The political economy of privacy on Facebook is analyzed with the help of a theory of drives that is grounded in Herbert Marcuse’s interpretation of Sigmund Freud, which allows to analyze Facebook based on the concept of play labor (= the convergence of play and labor.

  5. Gender and Facebook motives as predictors of specific types of Facebook use: A latent growth curve analysis in adolescence.

    Science.gov (United States)

    Frison, Eline; Eggermont, Steven

    2016-10-01

    Despite increasing evidence that specific types of Facebook use (i.e., active private, active public, and passive Facebook use) are differently related to adolescents' well-being, little is known how these types function over the course of adolescence and whether gender and Facebook motives may predict the initial level and changes in these types over time. To address these gaps, Flemish adolescents (ages 12-19) were questioned at three different time points, with six months in between (NTime1 = 1866). Latent growth curve models revealed that active private Facebook use increased over the course of adolescence, whereas public Facebook use decreased. Passive Facebook use, however, remained stable. In addition, gender and Facebook motives were related to initial levels of specific types of Facebook use, and predictive of dynamic change in specific types of Facebook use over time. The discussion focuses on the understanding and implications of these findings. Copyright © 2016. Published by Elsevier Ltd.

  6. Can Tweets Predict Citations? Metrics of Social Impact Based on Twitter and Correlation with Traditional Metrics of Scientific Impact

    Science.gov (United States)

    2011-01-01

    Background Citations in peer-reviewed articles and the impact factor are generally accepted measures of scientific impact. Web 2.0 tools such as Twitter, blogs or social bookmarking tools provide the possibility to construct innovative article-level or journal-level metrics to gauge impact and influence. However, the relationship of the these new metrics to traditional metrics such as citations is not known. Objective (1) To explore the feasibility of measuring social impact of and public attention to scholarly articles by analyzing buzz in social media, (2) to explore the dynamics, content, and timing of tweets relative to the publication of a scholarly article, and (3) to explore whether these metrics are sensitive and specific enough to predict highly cited articles. Methods Between July 2008 and November 2011, all tweets containing links to articles in the Journal of Medical Internet Research (JMIR) were mined. For a subset of 1573 tweets about 55 articles published between issues 3/2009 and 2/2010, different metrics of social media impact were calculated and compared against subsequent citation data from Scopus and Google Scholar 17 to 29 months later. A heuristic to predict the top-cited articles in each issue through tweet metrics was validated. Results A total of 4208 tweets cited 286 distinct JMIR articles. The distribution of tweets over the first 30 days after article publication followed a power law (Zipf, Bradford, or Pareto distribution), with most tweets sent on the day when an article was published (1458/3318, 43.94% of all tweets in a 60-day period) or on the following day (528/3318, 15.9%), followed by a rapid decay. The Pearson correlations between tweetations and citations were moderate and statistically significant, with correlation coefficients ranging from .42 to .72 for the log-transformed Google Scholar citations, but were less clear for Scopus citations and rank correlations. A linear multivariate model with time and tweets as significant

  7. Examining Perceived Distance and Personal Authenticity as Mediators of the Effects of Ghost-Tweeting on Parasocial Interaction.

    Science.gov (United States)

    Cohen, Elizabeth L; Tyler, William J

    2016-05-01

    A number of high-profile public figures hire ghost-tweeters to post to their social media accounts on their behalf, but no research has examined how this social media practice can affect followers' feelings of connection to the public figures. College students (n = 132) participated in an online experiment to examine the effect of ghost-tweeting practices on parasocial interaction (PSI) with social media figures. Tweet authorship (use of a ghost-tweeter or not) was manipulated. Ghost-tweeting resulted in reduced PSI. Perceptions of distance, but not personal authenticity mediated this effect. However, authenticity and distance did serially mediate the relationship between ghost-tweeting and PSI. These findings shed light on the process of PSI with celebrities and other media figures on social network sites.

  8. Exploring the motivations of Facebook use in Taiwan.

    Science.gov (United States)

    Alhabash, Saleem; Park, Hyojung; Kononova, Anastasia; Chiang, Yi-hsuan; Wise, Kevin

    2012-06-01

    The current study explored the motivations of online social network use among a sample of the general population in Taiwan (N=4,346). It investigated how seven different motivations to use Facebook predicted the intensity of Facebook use and content-generation behaviors on Facebook. Results showed that the motivation to use Facebook for posting and viewing status updates was the strongest predictor of Facebook intensity, while the motivation to view and share photographs was the strongest predictor of content-generation behavior on the site. Results are discussed in terms of expanding motivations to use Facebook to the study of social networking sites and other new and social media.

  9. Social Media Messages in an Emerging Health Crisis: Tweeting Bird Flu.

    Science.gov (United States)

    Vos, Sarah C; Buckner, Marjorie M

    2016-01-01

    Limited research has examined the messages produced about health-related crises on social media platforms and whether these messages contain content that would allow individuals to make sense of a crisis and respond effectively. This study uses the crisis and emergency risk communication (CERC) framework to evaluate the content of messages sent via Twitter during an emerging crisis. Using manual and computer-driven content analysis methods, the study analyzed 25,598 tweets about the H7N9 virus that were produced in April 2013. The study found that a large proportion of messages contained sensemaking information. However, few tweets contained efficacy information that would help individuals respond to the crisis appropriately. Implications and recommendations for practice and future study are discussed.

  10. Are you Scared Yet?: Evaluating Fear Appeal Messages in Tweets about the Tips Campaign.

    Science.gov (United States)

    Emery, Sherry L; Szczypka, Glen; Abril, Eulàlia Puig; Kim, Yoonsang; Vera, Lisa

    2014-04-01

    In March 2012, the CDC launched "Tips from Former Smokers," a $54 million national campaign featuring individuals experiencing long-term health consequences of smoking. The campaign approach was based on strong evidence that anti-tobacco ads portraying fear, graphic images, and personal testimonials are associated with attitudinal and behavior change. Yet it was also controversial; critics cited the danger that viewers might reject such intensely graphic messages. Tasked with informing this debate, our study analyzes the corpus of Tips campaign-related tweets obtained via the Twitter Firehose. We provide a novel and rigorous method for media campaign evaluation within the framework of the Extended Parallel Process Model. Among the relevant Tweets, 87% showed evidence of message acceptance, while 7% exhibited message rejection.

  11. Geo-Located Tweets. Enhancing Mobility Maps and Capturing Cross-Border Movement.

    Science.gov (United States)

    Blanford, Justine I; Huang, Zhuojie; Savelyev, Alexander; MacEachren, Alan M

    2015-01-01

    Capturing human movement patterns across political borders is difficult and this difficulty highlights the need to investigate alternative data streams. With the advent of smart phones and the ability to attach accurate coordinates to Twitter messages, users leave a geographic digital footprint of their movement when posting tweets. In this study we analyzed 10 months of geo-located tweets for Kenya and were able to capture movement of people at different temporal (daily to periodic) and spatial (local, national to international) scales. We were also able to capture both long and short distances travelled, highlighting regional connections and cross-border movement between Kenya and the surrounding countries. The findings from this study has broad implications for studying movement patterns and mapping inter/intra-region movement dynamics.

  12. Geo-Located Tweets. Enhancing Mobility Maps and Capturing Cross-Border Movement

    Science.gov (United States)

    Blanford, Justine I.; Huang, Zhuojie; Savelyev, Alexander; MacEachren, Alan M.

    2015-01-01

    Capturing human movement patterns across political borders is difficult and this difficulty highlights the need to investigate alternative data streams. With the advent of smart phones and the ability to attach accurate coordinates to Twitter messages, users leave a geographic digital footprint of their movement when posting tweets. In this study we analyzed 10 months of geo-located tweets for Kenya and were able to capture movement of people at different temporal (daily to periodic) and spatial (local, national to international) scales. We were also able to capture both long and short distances travelled, highlighting regional connections and cross-border movement between Kenya and the surrounding countries. The findings from this study has broad implications for studying movement patterns and mapping inter/intra-region movement dynamics. PMID:26086772

  13. Geo-Located Tweets. Enhancing Mobility Maps and Capturing Cross-Border Movement.

    Directory of Open Access Journals (Sweden)

    Justine I Blanford

    Full Text Available Capturing human movement patterns across political borders is difficult and this difficulty highlights the need to investigate alternative data streams. With the advent of smart phones and the ability to attach accurate coordinates to Twitter messages, users leave a geographic digital footprint of their movement when posting tweets. In this study we analyzed 10 months of geo-located tweets for Kenya and were able to capture movement of people at different temporal (daily to periodic and spatial (local, national to international scales. We were also able to capture both long and short distances travelled, highlighting regional connections and cross-border movement between Kenya and the surrounding countries. The findings from this study has broad implications for studying movement patterns and mapping inter/intra-region movement dynamics.

  14. Tweet Berbayar: Bagaimana Word-Of-Mouth Bekerja dalam Media Baru

    Directory of Open Access Journals (Sweden)

    Rosidah Syaukat

    2011-10-01

    Full Text Available New media, like Twitter, has changed many possibilities, including marketing strategy in Indonesia. One of the extraordinary phenomena is paid-to-tweet, as being used by celebrity or ordinary users. The purpose of the article is to identify how Twitter roles in marketing: what the unique characteristic of Twitter so that Word-of-Mouth (WOM could work effectively and efficiently? How viral marketing, buzz marketing and recommendation could move simultaneously to increase awareness to consumers about specific goods and services? How to choose the endorsers, as buzzers and key opinion leader in social media like Twitter? And why is hard-sale highly forbidden in new marketing practical style? Generally, the article will analyze about what and how regarding phenomena of paid-to-tweet happening in Indonesia. 

  15. ?When ?Bad? is ?Good??: Identifying Personal Communication and Sentiment in Drug-Related Tweets

    OpenAIRE

    Daniulaityte, Raminta; Chen, Lu; Lamy, Francois R; Carlson, Robert G; Thirunarayan, Krishnaprasad; Sheth, Amit

    2016-01-01

    Background To harness the full potential of social media for epidemiological surveillance of drug abuse trends, the field needs a greater level of automation in processing and analyzing social media content. Objectives The objective of the study is to describe the development of supervised machine-learning techniques for the eDrugTrends platform to automatically classify tweets by type/source of communication (personal, official/media, retail) and sentiment (positive, negative, neutral) expre...

  16. Anatomy of a Tweet workshop: how to use social media as an academic tool

    OpenAIRE

    Hennessy, Catherine; Keenan, I D; Border, S

    2016-01-01

    This workshop welcomes novices and existing social media users alike, to collaborate and participate in using social media in order to disseminate information and network with other delegates. This workshop will inform delegates how social media can be effectively used long-term for both professional and educational purposes, beyond the conclusion of the conference. \\ud New users will be inspired to create their own academic Twitter accounts and to become confident in tweeting, while existing...

  17. Learning Word Embeddings with Chi-Square Weights for Healthcare Tweet Classification

    Directory of Open Access Journals (Sweden)

    Sicong Kuang

    2017-08-01

    Full Text Available Twitter is a popular source for the monitoring of healthcare information and public disease. However, there exists much noise in the tweets. Even though appropriate keywords appear in the tweets, they do not guarantee the identification of a truly health-related tweet. Thus, the traditional keyword-based classification task is largely ineffective. Algorithms for word embeddings have proved to be useful in many natural language processing (NLP tasks. We introduce two algorithms based on an existing word embedding learning algorithm: the continuous bag-of-words model (CBOW. We apply the proposed algorithms to the task of recognizing healthcare-related tweets. In the CBOW model, the vector representation of words is learned from their contexts. To simplify the computation, the context is represented by an average of all words inside the context window. However, not all words in the context window contribute equally to the prediction of the target word. Greedily incorporating all the words in the context window will largely limit the contribution of the useful semantic words and bring noisy or irrelevant words into the learning process, while existing word embedding algorithms also try to learn a weighted CBOW model. Their weights are based on existing pre-defined syntactic rules while ignoring the task of the learned embedding. We propose learning weights based on the words’ relative importance in the classification task. Our intuition is that such learned weights place more emphasis on words that have comparatively more to contribute to the later task. We evaluate the embeddings learned from our algorithms on two healthcare-related datasets. The experimental results demonstrate that embeddings learned from the proposed algorithms outperform existing techniques by a relative accuracy improvement of over 9%.

  18. Looking for the perfect tweet. The use of data mining techniques to find influencers on twitter

    OpenAIRE

    Lahuerta Otero, Eva; Cordero Gutiérrez, Rebeca

    2017-01-01

    The purpose of this study is to investigate influencers on Twitter to discover the characteristics of their tweets through PIAR, a unique data mining research tool developed by the University of Salamanca that combines graph theory and social influence theory. An analysis of 3853 users posting about two automotive Japanese car firms, Toyota and Nissan, reveals the characteristics influencers have on this social network. The findings suggest that influencers use more hashtags and mentions on a...

  19. FIGURATIVE AND LEXICAL VARIETIES IN FACEBOOK POSTS

    Directory of Open Access Journals (Sweden)

    I Gusti Ayu Vina Widiadnya Putri

    2017-11-01

    Full Text Available Language is a highly elaborated signaling system. It serves various functions in communication, it is used to share ideas, convey feelings and emotions, etc. The researchers are interested to uncover more on how people use language in terms of its variety and lexical in one of the popular social media networking platforms that we all know as Facebook. Based on the aforementioned background of the study, the problem of the research can be formulated as follows: (1 what are the figurative languages used in Facebook posts by female and male Facebook users? (2 How are the emotional lexical varieties e.g. used in Facebook posts? Method of research is a procedure needed to do the research better. In this case, method of research covers data source, data collection and data analysis. The data of this research have been taken from Facebook, it is as an online social networking website where people can create profiles, share information such as photos and quotes about themselves, and respond or link to the information posted by others. The method that used in collecting data is method of library research. They are collected by reading the Facebook user’s post, by underlining and note taking as well. The data analysis is the last step in this process of writing this research. The analysis is done by descriptive method. To make the analysis clearer, all of examples are completed with explanation. Referring to the first research problem, there are some figurative languages used by the Facebook users such as, Simile (female 1 or 4.3% and male 0%, Metaphor (female 4 or 17.3% and male 0%,, Personification (female 3 or 1.3% and male 1% or 4.3%,, Hyperbole (female 4 or 17.3% and male 1 or 4.3%, and Idiom (female 3 or 13% and male 0%,. Furthermore, in regards to the second problem that is emotional lexical used by the Facebook Users, we could mention that both the Augmentatives (female 3 or 13% and male 1 or 4.3%, and Euphemisms (female 1 or 4.3% and male 1 or

  20. Psychological Distress and Emotional Expression on Facebook.

    Science.gov (United States)

    Bazarova, Natalya N; Choi, Yoon Hyung; Whitlock, Janis; Cosley, Dan; Sosik, Victoria

    2017-03-01

    Social network sites (SNS) are a novel social environment for college students with psychological distress to connect with their peers, but the nature and effects of these interactions are not well understood. This study reports findings from a Facebook study among 238 college students reporting nonspecific psychological distress using the K-6 scale. Behavioral data included Facebook status updates containing affect words written by participants within the past 60 days and the number of responses (comments and likes) each update received. The updates were also coded for depression symptoms. Self-report data included participants' self-presentational concerns, the affective valence of each post, effects of responses on mood, and satisfaction with the responses to and outcome of each status update. Higher psychological distress was associated with displaying depression language on Facebook, with higher self-presentational concerns, and with less satisfaction with audiences' responses and less overall satisfaction with the outcome of the interaction. These results offer a unique glimpse into the social world of college students with psychological distress through their everyday use of Facebook, and how the interplay of this novel environment and students' mental health impacts their social behaviors and interaction meaning-making on Facebook.

  1. Geotagged US Tweets as Predictors of County-Level Health Outcomes, 2015-2016.

    Science.gov (United States)

    Nguyen, Quynh C; McCullough, Matt; Meng, Hsien-Wen; Paul, Debjyoti; Li, Dapeng; Kath, Suraj; Loomis, Geoffrey; Nsoesie, Elaine O; Wen, Ming; Smith, Ken R; Li, Feifei

    2017-11-01

    To leverage geotagged Twitter data to create national indicators of the social environment, with small-area indicators of prevalent sentiment and social modeling of health behaviors, and to test associations with county-level health outcomes, while controlling for demographic characteristics. We used Twitter's streaming application programming interface to continuously collect a random 1% subset of publicly available geo-located tweets in the contiguous United States. We collected approximately 80 million geotagged tweets from 603 363 unique Twitter users in a 12-month period (April 2015-March 2016). Across 3135 US counties, Twitter indicators of happiness, food, and physical activity were associated with lower premature mortality, obesity, and physical inactivity. Alcohol-use tweets predicted higher alcohol-use-related mortality. Social media represents a new type of real-time data that may enable public health officials to examine movement of norms, sentiment, and behaviors that may portend emerging issues or outbreaks-thus providing a way to intervene to prevent adverse health events and measure the impact of health interventions.

  2. The Effects of a Social Media Policy on Pharmacy Students’ Facebook Security Settings

    Science.gov (United States)

    Feild, Carinda; James, Kristina

    2011-01-01

    Objective. To examine how students entering a doctor of pharmacy (PharmD) program used Facebook privacy settings before and after the college's social media policy was presented to them. Methods. The Facebook profiles of all entering first-year pharmacy students across 4 campuses of a college of pharmacy were evaluated. Ten dichotomous variables of interest were viewed and recorded for each student's Facebook account at 3 time points: before the start of the semester, after presentation of the college's social media policy, and at the end of the semester. Data on whether a profile could be found and what portions of the profile were viewable also were collected. Results. After introduction of the policy, a significant number of students increased their security settings (made information not visible to the public) related to Facebook walls, information pages, and links. Conclusions. Making pharmacy students aware of a college's social media policy had a positive impact on their behaviors regarding online security and privacy. PMID:22171105

  3. 'Of course we are on Facebook': Use and non-use of social media among Swedish and Norwegian politicians.

    Science.gov (United States)

    Larsson, Anders O; Kalsnes, Bente

    2014-12-01

    While plenty of research has provided important insights into the uses of the Internet by politicians during elections, a relatively scarce amount of work has looked into these uses outside of such parliamentary events. This article seeks to remedy this lack of research by presenting a study on the 'routine' uses of two of the currently most popular social media services - Facebook and Twitter. Focusing on politicians elected to the national parliaments of Norway and Sweden, the article employs novel methodologies for data collection and statistical analyses in order to provide an overarching, structural view of the day-to-day social media practices of Scandinavian politicians. Findings indicate that use levels are rather low for both services - the median amount of tweets sent and messages posted on Facebook is close to one per day. Further analyses reveal that the most active politicians could be labelled as 'underdogs', as they are more likely to be younger, in opposition and out of the political limelight.

  4. Development of a Facebook Addiction Scale.

    Science.gov (United States)

    Andreassen, Cecilie Schou; Torsheim, Torbjørn; Brunborg, Geir Scott; Pallesen, Ståle

    2012-04-01

    The Bergen Facebook Addiction Scale (BFAS), initially a pool of 18 items, three reflecting each of the six core elements of addiction (salience, mood modification, tolerance, withdrawal, conflict, and relapse), was constructed and administered to 423 students together with several other standardized self-report scales (Addictive Tendencies Scale, Online Sociability Scale, Facebook Attitude Scale, NEO-FFI, BIS/BAS scales, and Sleep questions). That item within each of the six addiction elements with the highest corrected item-total correlation was retained in the final scale. The factor structure of the scale was good (RMSEA = .046, CFI = .99) and coefficient alpha was .83. The 3-week test-retest reliability coefficient was .82. The scores converged with scores for other scales of Facebook activity. Also, they were positively related to Neuroticism and Extraversion, and negatively related to Conscientiousness. High scores on the new scale were associated with delayed bedtimes and rising times.

  5. Can Facebook use induce well-being?

    Science.gov (United States)

    Liu, Chia-Yi; Yu, Chia-Ping

    2013-09-01

    Over the past few decades, the widespread phenomenon of Internet abuse has gained attention from the public, academia, and the media. In a departure from this negative viewpoint, however, researchers and educators have devoted considerable effort in attempting to understand the influence of online communication on people's psychological well-being. This study focuses specifically on Facebook, and proposes a research model to examine the relationships among Facebook use, online social support, general social support, and psychological well-being. Our results show that using Facebook helped college students to obtain online social support, and that online social support is an extension of general social support. However, although general social support contributes to well-being, online social support appears to have little direct effect on well-being. The relationship between online social support and well-being is mediated through the factor of general social support.

  6. Cyberbullying: teen bullying through Facebook social network

    Directory of Open Access Journals (Sweden)

    Astrid Carolina Gómez Almanza

    2013-01-01

    Full Text Available The aim of this paper was to describe how well a group of sixth-grade youth belonging to Leon de Greiff district school district from the city of Bogotá, DC, were suffering in their school life due to the inappropriate use of Facebook. The research was a qualitative one with case study design and a sample of 16 female students between 11 and 13 years old. In the data collection, interviews, field diaries / logs, participant observation and recording technology systems were used. To triangulate the information, the IT program ATLAS, where categorised according to context, cyber bullying, information, intimidation, Facebook and subject analysis were used. A process of coding, categorization and conceptual level was performed. The results showed that 16 students used Facebook with intimidating for direct, indirect or social / relational bullying manner.

  7. Designing a Facebook interface for senior users.

    Science.gov (United States)

    Gomes, Gonçalo; Duarte, Carlos; Coelho, José; Matos, Eduardo

    2014-01-01

    The adoption of social networks by older adults has increased in recent years. However, many still cannot make use of social networks as these are simply not adapted to them. Through a series of direct observations, interviews, and focus groups, we identified recommendations for the design of social networks targeting seniors. Based on these, we developed a prototype for tablet devices, supporting sharing and viewing Facebook content. We then conducted a user study comparing our prototype with Facebook's native mobile application. We have found that Facebook's native application does not meet senior users concerns, like privacy and family focus, while our prototype, designed in accordance with the collected recommendations, supported relevant use cases in a usable and accessible manner.

  8. Designing a Facebook Interface for Senior Users

    Directory of Open Access Journals (Sweden)

    Gonçalo Gomes

    2014-01-01

    Full Text Available The adoption of social networks by older adults has increased in recent years. However, many still cannot make use of social networks as these are simply not adapted to them. Through a series of direct observations, interviews, and focus groups, we identified recommendations for the design of social networks targeting seniors. Based on these, we developed a prototype for tablet devices, supporting sharing and viewing Facebook content. We then conducted a user study comparing our prototype with Facebook's native mobile application. We have found that Facebook's native application does not meet senior users concerns, like privacy and family focus, while our prototype, designed in accordance with the collected recommendations, supported relevant use cases in a usable and accessible manner.

  9. The impact of Arizona Highways Magazine's facebook page.

    Science.gov (United States)

    2014-02-01

    This project examined the relationship between use of the Arizona Highways magazine (AHM) Facebook Page and the decision to : travel to or within Arizona. Key purposes were to: (1) provide a thorough understanding of AHM Facebook Page users, includin...

  10. Facebook as an instrument to enhance the career construction ...

    African Journals Online (AJOL)

    Facebook is augmented by its uniform layout and popularity. ... 5 learners, and all had a Facebook Profile for more than two years and were willing to participate in .... Parents tell their kids .... counsellors of the many narrative realities of their.

  11. Characterizing the followers and tweets of a marijuana-focused Twitter handle.

    Science.gov (United States)

    Cavazos-Rehg, Patricia; Krauss, Melissa; Grucza, Richard; Bierut, Laura

    2014-06-27

    Twitter is a popular social media forum for sharing personal experiences, interests, and opinions. An improved understanding of the discourse on Twitter that encourages marijuana use can be helpful for tailoring and targeting online and offline prevention messages. The intent of the study was to assess the content of "tweets" and the demographics of followers of a popular pro-marijuana Twitter handle (@stillblazingtho). We assessed the sentiment and content of tweets (sent from May 1 to December 31, 2013), as well as the demographics of consumers that follow a popular pro-marijuana Twitter handle (approximately 1,000,000 followers) using Twitter analytics from Demographics Pro. This analytics company estimates demographic characteristics based on Twitter behavior/usage, relying on multiple data signals from networks, consumption, and language and requires confidence of 95% or above to make an estimate of a single demographic characteristic. A total of 2590 tweets were sent from @stillblazingtho during the 8-month period and 305 (11.78%) replies to another Twitter user were excluded for qualitative analysis. Of the remaining 2285 tweets, 1875 (82.06%) were positive about marijuana, 403 (17.64%) were neutral, and 7 (0.31%) appeared negative about marijuana. Approximately 1101 (58.72%) of the positive marijuana tweets were perceived as jokes or humorous, 340 (18.13%) implied that marijuana helps you to feel good or relax, 294 (15.68%) mentioned routine, frequent, or heavy use, 193 (10.29%) mentioned blunts, marijuana edibles, or paraphernalia (eg, bongs, vaporizers), and 186 (9.92%) mentioned other risky health behaviors (eg, tobacco, alcohol, other drugs, sex). The majority (699,103/959,143; 72.89%) of @stillblazingtho followers were 19 years old or younger. Among people ages 17 to 19 years, @stillblazingtho was in the top 10% of all Twitter handles followed. More followers of @stillblazingtho in the United States were African American (323,107/759,407; 42.55%) or

  12. Facebook & Twitter for seniors for dummies

    CERN Document Server

    Collier, Marsha

    2014-01-01

    New to social media? This easy-to-use guide will get you started in no time! Social media is a ton of fun, and this updated guide makes it easy to set up a Facebook or Twitter account to catch up with old friends, communicate with your family, and enjoy your online experience. You'll get hands-on guidance to connecting to the Internet with a computer or mobile device, creating social media accounts and profiles, searching for friends, joining groups, sharing photos and videos, and more. If you're one of the 100+ million seniors using Facebook or other social media sites, this 2nd Edition of Fa

  13. Facebook Application Development with Graph API Cookbook

    CERN Document Server

    Srivastava, Shashwat

    2011-01-01

    Written in a cookbook style, this book offers solutions using a recipe-based approach. Each recipe contains step-by-step instructions followed by an analysis of what was done in each task and other useful information. The cookbook approach means you can dive into whatever recipes you want in no particular order. The book provides tips and tricks to the most common problems and scenarios faced in Facebook Application Development. This book is written for Facebook developers ranging from novice to expert. It uses PHP, HTML and jQuery, the most commonly used platforms, to build applications in Fa

  14. Facebook and Twitter For Seniors For Dummies

    CERN Document Server

    Collier, Marsha

    2010-01-01

    A fun and easy social media guide for the over-55 set. People over 55 were the fastest-growing user group on Facebook in the first half of 2009, and they're flocking to Twitter at a faster rate than their under-20 grandchildren. From basic information about establishing an Internet connection to rediscovering old friends, sharing messages and photos, and keeping in touch instantly with Twitter, this book by online expert Marsha Collier helps seniors jump right into social media.: Seniors are recognizing the communication possibilities of Facebook and Twitter and are signing up in record number

  15. Students’ Use of Email and Facebook: A Comparative Perspective

    OpenAIRE

    Rahman, Synthia Bintey

    2013-01-01

    Facebook and email have become widely used communication media to Internet users. University students are a major part of Internet users and they use email and Facebook for multiple communication purposes. This research investigates the context of using Facebook and email by university students, the context of choosing any of the medium in respective communication over the last two years, and student perceptions with regard to Facebook and email as communication media. This study was accompli...

  16. Esensi Interaksi Visual dalam Dunia Facebook yang Virtual

    OpenAIRE

    Talani, Noval Sufriyanto

    2016-01-01

    This article discusses the phenomenon of interaction on Facebook. This study used a subjective approach with a qualitative research method through the analysis of the phenomenology and symbolic interaction. The study was conducted to determine the essential meaning of symbolic interaction that occurs in the world of Facebook. Through in-depth interviews of 10 people found that Facebook users are interchangeable symbols emoticons users to interact on Facebook has a contextual meaning. At diffe...

  17. Prevalence of Stress References on College Freshmen Facebook Profiles

    OpenAIRE

    EGAN, KATIE G.; MORENO, MEGAN A.

    2011-01-01

    Stress is common among college students and associated with adverse health outcomes. This study used the social networking Web site Facebook to identify self-reported stress and associated conditions among college students. Public Facebook profiles of undergraduate freshman at a large Midwestern State University (n = 300) were identified using a Facebook search. Content analysis of Facebook profiles included demographic information and displayed references to stress, weight concerns, depressi...

  18. Pemanfaatan Facebook Ads Untuk meningkatkan Brand Awareness pada Produk Lokal

    OpenAIRE

    Gita Aprinta

    2016-01-01

    Facebook ads is the most recent feature ad in facebook. Its simply stated as paid advertisment to help products in increasing their brand awareness.  The objective is to optimazing brands who want to reach thousands of costumers, by maximzing promotion through facebook ads.  Brand awareness is quite important for costumer to help them recalling brand, doing the purchasing, and have loyal to specific brand. Facebook ads providing huge opportunity for  each costumer to know, recall, involve and...

  19. Investigating Facebook Groups through a Random Graph Model

    OpenAIRE

    Dinithi Pallegedara; Lei Pan

    2014-01-01

    Facebook disseminates messages for billions of users everyday. Though there are log files stored on central servers, law enforcement agencies outside of the U.S. cannot easily acquire server log files from Facebook. This work models Facebook user groups by using a random graph model. Our aim is to facilitate detectives quickly estimating the size of a Facebook group with which a suspect is involved. We estimate this group size according to the number of immediate friends and the number of ext...

  20. Forandrer Facebook partiernes forhold til vælgerne?

    DEFF Research Database (Denmark)

    Kosiara-Pedersen, Karina; Højholt, Lars Duvander

    2011-01-01

    To what extent have Danish parties and party leadership created new relationship with the electorate by applying relationship marketing via facebook? Are parties using facebook? If yes, what characterizes the interaction between party leadership and electorate on facebook? Danish MPs apply facebook...... encourage the electorate to ’follow us on facebook’ this is the correct wording; it is not an invitation to dialogue. But party leaders may contribute towards political dialogue if they want since party leaders seeking dialogue get it....

  1. The Instructional Network: Using Facebook to Enhance Undergraduate Mathematics Instruction

    Science.gov (United States)

    Gregory, Peter; Gregory, Karen; Eddy, Erik

    2014-01-01

    Facebook is a website with over one billion users worldwide that is synonymous with social-networking. However, in this study, Facebook is used as an "instructional network". Two sections of an undergraduate calculus course were used to study the effects of participating in a Facebook group devoted solely to instruction. One section was…

  2. Use of Facebook: A Case Study of Singapore Students' Experience

    Science.gov (United States)

    Hew, Khe Foon; Cheung, Wing Sum

    2012-01-01

    Facebook has become one of the most popular social network sites among many students. However, current research on Facebook use has focused mainly on Anglo-American students. Relatively little is known about Facebook use in Singapore. Data were collected from 83 students (ages ranged from 15 to 23). This study uses a naturalistic case study…

  3. Exploring the Use of a Facebook Page in Anatomy Education

    Science.gov (United States)

    Jaffar, Akram Abood

    2014-01-01

    Facebook is the most popular social media site visited by university students on a daily basis. Consequently, Facebook is the logical place to start with for integrating social media technologies into education. This study explores how a faculty-administered Facebook Page can be used to supplement anatomy education beyond the traditional…

  4. Teaching Style and Attitudes towards Facebook as an Educational Tool

    Science.gov (United States)

    Prescott, Julie

    2014-01-01

    There is a distinct lack of research that has considered university staff use of and attitudes towards Facebook. The aim of this study was to gain an understanding of how teaching staff at one UK university use Facebook, and their attitudes towards Facebook and online professionalism, in terms of the student-staff relationship. An online survey…

  5. Efektivitas Weblog dan Facebook Terintegrasi untuk Pembelajaran Virtual

    OpenAIRE

    Hartono

    2014-01-01

    Abstrak: Saat ini, banyak mahasiswa menghabiskan waktu mereka di internet. Mereka melakukan kegiatan seperti membuat blog, mengunduh, mengunggah, chatting, dan berinteraksi melalui facebook. Mahasiswa sekarang ini hidup dengan teknologi. Penelitian menunjukkan bahwa weblog dan facebook berpotensi mendukung belajar dan mengajar. Guru dan pendidik menggunakan kegiatan tersebut untuk meningkatkan kualitas belajar. Penelitian ini bertujuan untuk mengetahui efektivitas weblog dan facebook ketika d...

  6. Like It! Using Facebook Groups to Enhance Learning in Finance

    Science.gov (United States)

    Stephen, Sheryl-Ann K.

    2014-01-01

    It has been documented that Facebook is the most popular social networking site among students. Given that most students are already users of Facebook, implementing it into the curriculum provides an easy way for students to actively participate in class activities. This paper explores the idea that the use of Facebook Groups to complement…

  7. Las empresas en Facebook y Twitter. Situación actual y estrategias comunicativas

    Directory of Open Access Journals (Sweden)

    JÁ Pérez Dasilva

    2013-10-01

    Full Text Available Introducción. Dada su influencia, las empresas se están viendo obligadas a integrar las redes sociales en sus estrategias de comunicación. Objetivos. Pretendemos ofrecer una visión general sobre el uso de Facebook y Twitter en las principales marcas comerciales en España y analizamos la actividad de las cuentas más sensibles a las críticas para conocer la estrategia comunicativa de sus responsables. Método. Se han seleccionado las cuentas de las tres marcas con mayor inversión publicitaria en 15 sectores, recopilando y procesando 5.433 tweets y 3.000 posts en una tabla analítica. Conclusiones. Queda demostrada la presencia masiva de estas compañías en las redes sociales, al tiempo que se constata la variabilidad extrema del número de seguidores, el tráfico y la naturaleza de la información. Sin embargo, se ha podido demostrar que el uso que se le da a las distintas redes y las estrategias comunicativas requeridas en unas y en otras son distinguibles e identificables.

  8. What advice is given to newly qualified doctors on Twitter? An analysis of #TipsForNewDocs tweets.

    Science.gov (United States)

    Rashid, Mohammed Ahmed; McKechnie, Doug; Gill, Deborah

    2018-07-01

    Twitter is a social media platform on which users post very brief messages that can be rapidly communicated across wide geographical areas and audiences. Many doctors use Twitter for personal as well as professional communications and networking. The #TipsForNewDocs hashtag is used on Twitter to give advice to newly qualified doctors as they commence their careers. This study explores the nature and focus of such advice. An analysis of Twitter activity containing the #TipsForNewDocs hashtag was performed using Symplur health care analytics software. Tweets sent during a peak 48-hour period in 2016 (immediately preceding the first day of work for newly qualified UK doctors) were studied. The geographical locations and professional backgrounds of participants were categorised and the content of tweets was subjected to thematic analysis. During 1 and 2 August 2016, 661 unique #TipsForNewDocs tweets were posted. A total of 621 (94.0%) were posted by people in the UK; 522 (79.0%) were posted by doctors, and the remainder by allied health care professionals and patients. The majority of included tweets focused on aspects of professional development, improving personal or professional knowledge, particularly tacit knowledge, and developing 'know-how'. These aspects of professional knowledge have previously been described as fundamental to professional education and training. However, a significant subset of tweets focused on accelerating socialisation into the profession, an essential step in joining a professional community. The tweets relating to socialisation were often humorous and colloquial in nature. Despite their brief and often jocular nature, #TipsForNewDocs tweets provided meaningful advice for newcomers to the profession, often focusing on tacit learning and professional socialisation. Hashtag-driven enquiries can be a valuable and time-efficient way of accessing and sharing tacitly held knowledge. Social media content analysis can provide valuable insights

  9. Motives for using Facebook, patterns of Facebook activities, and late adolescents' social adjustment to college.

    Science.gov (United States)

    Yang, Chia-chen; Brown, B Bradford

    2013-03-01

    Previous studies have confirmed that Facebook, the leading social networking site among young people, facilitates social connections among college students, but the specific activities and motives that foster social adjustment remain unclear. This study examined associations between patterns of Facebook activity, motives for using Facebook, and late adolescents' social adjustment to the college environment. Anonymous self-report survey data from 193 mostly European American students (M age = 20.32; 54 % female) attending a major Midwestern university indicated that motives and activity patterns were associated directly with social adjustment, but the association between one activity, status updating, and social adjustment also was moderated by the motive of relationship maintenance. Findings provide a more comprehensive portrait of how Facebook use may foster or inhibit social adjustment in college.

  10. Comparing Facebook Users and Facebook Non-Users: Relationship between Personality Traits and Mental Health Variables - An Exploratory Study.

    Science.gov (United States)

    Brailovskaia, Julia; Margraf, Jürgen

    2016-01-01

    Over one billion people use Facebook as a platform for social interaction and self-presentation making it one of the most popular online sites. The aim of the present study was to investigate differences in various personality traits and mental health variables between Facebook users and people who do not use this platform. The data of 945 participants (790 Facebook users, 155 Facebook non-users) were collected. Results indicate that Facebook users score significantly higher on narcissism, self-esteem and extraversion than Facebook non-users. Furthermore, they have significantly higher values of social support, life satisfaction and subjective happiness. Facebook non-users have (marginally) significantly higher values of depression symptoms than Facebook users. In both groups, extraversion, self-esteem, happiness, life satisfaction, resilience and social support, on the one hand, and depression, anxiety and stress symptoms, on the other hand, are negatively correlated. Neuroticism is positively associated with depression, anxiety and stress symptoms. However, significant differences exist between Facebook users and Facebook non-users regarding some associations of personality traits and mental health variables. Compared to Facebook non-users, the present results indicate that Facebook users have higher values of certain personality traits and positive variables protecting mental health. These findings are of particular interest considering the high importance of social online-platforms in the daily life of many people.

  11. Comparing Facebook Users and Facebook Non-Users: Relationship between Personality Traits and Mental Health Variables - An Exploratory Study.

    Directory of Open Access Journals (Sweden)

    Julia Brailovskaia

    Full Text Available Over one billion people use Facebook as a platform for social interaction and self-presentation making it one of the most popular online sites. The aim of the present study was to investigate differences in various personality traits and mental health variables between Facebook users and people who do not use this platform. The data of 945 participants (790 Facebook users, 155 Facebook non-users were collected. Results indicate that Facebook users score significantly higher on narcissism, self-esteem and extraversion than Facebook non-users. Furthermore, they have significantly higher values of social support, life satisfaction and subjective happiness. Facebook non-users have (marginally significantly higher values of depression symptoms than Facebook users. In both groups, extraversion, self-esteem, happiness, life satisfaction, resilience and social support, on the one hand, and depression, anxiety and stress symptoms, on the other hand, are negatively correlated. Neuroticism is positively associated with depression, anxiety and stress symptoms. However, significant differences exist between Facebook users and Facebook non-users regarding some associations of personality traits and mental health variables. Compared to Facebook non-users, the present results indicate that Facebook users have higher values of certain personality traits and positive variables protecting mental health. These findings are of particular interest considering the high importance of social online-platforms in the daily life of many people.

  12. Comparing Facebook Users and Facebook Non-Users: Relationship between Personality Traits and Mental Health Variables – An Exploratory Study

    Science.gov (United States)

    2016-01-01

    Over one billion people use Facebook as a platform for social interaction and self-presentation making it one of the most popular online sites. The aim of the present study was to investigate differences in various personality traits and mental health variables between Facebook users and people who do not use this platform. The data of 945 participants (790 Facebook users, 155 Facebook non-users) were collected. Results indicate that Facebook users score significantly higher on narcissism, self-esteem and extraversion than Facebook non-users. Furthermore, they have significantly higher values of social support, life satisfaction and subjective happiness. Facebook non-users have (marginally) significantly higher values of depression symptoms than Facebook users. In both groups, extraversion, self-esteem, happiness, life satisfaction, resilience and social support, on the one hand, and depression, anxiety and stress symptoms, on the other hand, are negatively correlated. Neuroticism is positively associated with depression, anxiety and stress symptoms. However, significant differences exist between Facebook users and Facebook non-users regarding some associations of personality traits and mental health variables. Compared to Facebook non-users, the present results indicate that Facebook users have higher values of certain personality traits and positive variables protecting mental health. These findings are of particular interest considering the high importance of social online-platforms in the daily life of many people. PMID:27907020

  13. Seeking support on facebook: a content analysis of breast cancer groups.

    Science.gov (United States)

    Bender, Jacqueline L; Jimenez-Marroquin, Maria-Carolina; Jadad, Alejandro R

    2011-02-04

    Social network sites have been growing in popularity across broad segments of Internet users, and are a convenient means to exchange information and support. Research on their use for health-related purposes is limited. This study aimed to characterize the purpose, use, and creators of Facebook groups related to breast cancer. We searched Facebook (www.Facebook.com) using the term breast cancer. We restricted our analysis to groups that were related to breast cancer, operated in English, and were publicly available. Two of us independently extracted information on the administrator and purpose of the group, as well as the number of user-generated contributions. We developed a coding scheme to guide content analysis. We found 620 breast cancer groups on Facebook containing a total of 1,090,397 members. The groups were created for fundraising (277/620, 44.7%), awareness (236, 38.1%), product or service promotion related to fundraising or awareness (61, 9%), or patient/caregiver support (46, 7%). The awareness groups as a whole contained by far the most members (n = 957,289). The majority of groups (532, 85.8%) had 25 wall posts or fewer. The support oriented groups, 47% (27/57) of which were established by high school or college students, were associated with the greatest number of user-generated contributions. Facebook groups have become a popular tool for awareness-raising, fundraising, and support-seeking related to breast cancer attracting over one million users. Given their popularity and reach, further research is warranted to explore the implications of social network sites as a health resource across various health conditions, cultures, ages, and socioeconomic groups.

  14. Romantic relationship stages and social networking sites: uncertainty reduction strategies and perceived relational norms on facebook.

    Science.gov (United States)

    Fox, Jesse; Anderegg, Courtney

    2014-11-01

    Due to their pervasiveness and unique affordances, social media play a distinct role in the development of modern romantic relationships. This study examines how a social networking site is used for information seeking about a potential or current romantic partner. In a survey, Facebook users (N=517) were presented with Facebook behaviors categorized as passive (e.g., reading a partner's profile), active (e.g., "friending" a common third party), or interactive (e.g., commenting on the partner's wall) uncertainty reduction strategies. Participants reported how normative they perceived these behaviors to be during four possible stages of relationship development (before meeting face-to-face, after meeting face-to-face, casual dating, and exclusive dating). Results indicated that as relationships progress, perceived norms for these behaviors change. Sex differences were also observed, as women perceived passive and interactive strategies as more normative than men during certain relationship stages.

  15. Using Facebook to Support Novice Teachers

    Science.gov (United States)

    Staudt, Denise; St. Clair, Norman; Martinez, Elda E.

    2013-01-01

    Providing quality support for novice teachers as they enter the profession has been an ongoing concern of educator preparation programs. This article describes the efforts of one teacher preparation program in addressing this matter by utilizing Facebook[R] to provide sustained support and professional development for its beginning teachers. We…

  16. The SSMJ Website, Blog and Facebook Group

    African Journals Online (AJOL)

    The SSMJ Website, Blog and Facebook Group. 3. The South Sudan Medical Journal (SSMJ) blog http://southsudanmedicaljournal.wordpress. com has been running for over a year, and during this time its readership has increased massively. With over 500 views a month we are able to promote the work of the SSMJ and ...

  17. Effective Use of Facebook for Extension Professionals

    Science.gov (United States)

    Mains, Mark; Jenkins-Howard, Brooke; Stephenson, Laura

    2013-01-01

    As the use of social media increases, Extension is challenged to stay relevant with cliental by using digital tools. This article illustrates how Facebook can be part of Extension's repertoire of methods for communication, program implementation, education, and marketing. This allows professionals to build social networking capacity with…

  18. Facebook: a new challenge for the self

    DEFF Research Database (Denmark)

    Tække, Jesper

    This paper argues that communication in social media like Facebook means new challenges for the self and its truckles to maintain social identity. It uses social psychology, micro sociology and medium theory to analyse empirical cases of the difficulties in regard to make self-presentations on Fa...

  19. Responses to the 2011 Earthquake on Facebook

    DEFF Research Database (Denmark)

    Hansen, Annette Skovsted

    In my investigation of how Japanese ODA policies and practices have engendered global networks, I have frequented the Association of Overseas Technical Scholarships (AOTS)' Facebook group. In the wake of the earthquake on March 11, 2011, many greetings came in from alumni who have within the last...

  20. Self-Injury Groups on Facebook

    Science.gov (United States)

    Niwa, Kendra D.; Mandrusiak, Michael N.

    2012-01-01

    The present study examines the interactions within 4 Facebook groups devoted to supporting people who self-injure. Content analysis was used to analyze posts made to the group during the 3-month period of the study to explore the nature of interactions and the frequency of themes. High prevalence themes included responses to verbal abuse against…

  1. Uncovering the popularity mechanisms for Facebook applications

    Science.gov (United States)

    Li, Sheng-Nan; Guo, Qiang; Yang, Kai; Liu, Jian-Guo; Zhang, Yi-Cheng

    2018-03-01

    Understanding the popularity dynamics of online application(App) is significant for the online social systems. In this paper, by dividing the Facebook Apps into different groups in terms of their popularities, we empirically investigate the popularity dynamics for different kinds of Facebook Apps. Then, taking into account the influence of cumulative and recent popularities on the user choice, we present a model to regenerate the growth of popularity for different App groups. The experimental results of 917 Facebook Apps show that as the popularities of Facebook Apps increase, the recent popularity plays more important role. Specifically, the recent popularity plays more important role in regenerating the popularity dynamics for more popular Apps, and the cumulative popularity plays more important role for unpopular Apps. We also conduct temporal analysis on the growth characteristic of individual App by comparing the increment at each time with the average of historical records. The results show that the growth of more popular App tends to fluctuate more greatly. Our work may shed some lights for deeply understanding the popularity mechanism for online applications.

  2. Educational Heterotopia and Students' Use of "Facebook"

    Science.gov (United States)

    Hope, Andrew

    2016-01-01

    "Facebook" use in higher education has grown exponentially in recent years, with both academics and students seeking to use it to support learning processes. Noting that research into educational cyberspace has generally ignored spatial elements, this paper redresses this deficiency through using Foucault's (1986) discussion of…

  3. Facebook Used in a German Film Project

    Science.gov (United States)

    Leier, Vera

    2011-01-01

    Looking for a way to make German language study more relevant and to step out of the conventional classroom setting, I introduced Facebook (FB) as a learning platform to my intermediate German students at the University of Canterbury, New Zealand. The students took part in a film competition. A FB group was created and the films were uploaded. The…

  4. Pigeons, Facebook and the Birthday Problem

    Science.gov (United States)

    Russell, Matthew

    2013-01-01

    The unexpectedness of the birthday problem has long been used by teachers of statistics in discussing basic probability calculation. An activity is described that engages students in understanding probability and sampling using the popular Facebook social networking site. (Contains 2 figures and 1 table.)

  5. Using Facebook as an informal learning environment.

    Science.gov (United States)

    Cain, Jeff; Policastri, Anne

    2011-12-15

    To create, implement, and assess the effectiveness of an optional Facebook activity intended to expose students to contemporary business issues not covered in the core content of a pharmacy management and leadership course and to perspectives of experts and thought leaders external to their university. An informal learning strategy was used to create a Facebook group page and guest experts were identified and invited to submit posts pertaining to business-related topics. Students were given instructions for joining the Facebook group but informed that participation was optional. A mixed-methods approach using a student questionnaire, results on examination questions, and a student focus group was used to assess this activity. The informal design with no posting guidelines and no participation requirement was well received by students, who appreciated the unique learning environment and exposure to external experts. Facebook provides an informal learning environment for presenting contemporary topics and the thoughts of guest experts not affiliated with a college or school, thereby exposing students to relevant "real world" issues.

  6. Facebook, Crowdsourcing and the Transition to College

    Science.gov (United States)

    Nehls, Kimberly; Livengood, Jake

    2018-01-01

    The purpose of this study is to enhance our understanding of how college students connect online prior to their first year. Before students ever set foot on a college campus, they are making friends, joining clubs, locating activities, finding roommates and discussing future student activities all through the social network site, Facebook.…

  7. Snapchat elicits more jealousy than Facebook: a comparison of Snapchat and Facebook use.

    Science.gov (United States)

    Utz, Sonja; Muscanell, Nicole; Khalid, Cameran

    2015-03-01

    Recent news in the media has suggested that younger people are using popular social media such as Facebook less and are quickly adopting newer media, such as the self-destructing app Snapchat. Snapchat is unique in that it erases messages several seconds after they have been sent, affording its users a higher level of privacy. Yet, little research exists on Snapchat use in general, let alone its broader psychological implications. This article offers a preliminary comparison of Snapchat and Facebook use and psychological effects on romantic jealousy. General motives for using Snapchat and Facebook are examined, as well as the nature of the content that Snapchat users most frequently share. Further, because of the differences in privacy and persistence of information, potential psychological effects in the domain of romantic jealousy are also examined, which has been widely studied on Facebook in the last few years. Findings show that the main difference in motives were that Snapchat was used more for flirting and finding new love interests, whereas Facebook was still the main social networking site used for keeping in touch with friends. Further, when presenting users with a series of potentially jealousy provoking scenarios, Snapchat elicited higher levels of jealousy than did Facebook. These findings are explained based on an affordance approach.

  8. Det store sammenhængskollaps på Facebook

    DEFF Research Database (Denmark)

    Tække, Jesper

    2016-01-01

    Det store sammenhængskollaps på Facebook: Politik og massemedier erstatter mere og mere de private billeder og statusopdateringer på Facebook. Vi er blevet mere og mere upersonlige og mindre og mindre private, når vi deler på Facebook. Dette viser fortrolige oplysninger fra medarbejdere på Facebook...... ifølge teknologimediet The Information. En stor krise og et kollaps truer Facebook, som nu prøver at løse problemet ved eksempelvis at gøre det lettere at dele personlige og private oplevelser....

  9. How Do You #relax When You're #stressed? A Content Analysis and Infodemiology Study of Stress-Related Tweets.

    Science.gov (United States)

    Doan, Son; Ritchart, Amanda; Perry, Nicholas; Chaparro, Juan D; Conway, Mike

    2017-06-13

    Stress is a contributing factor to many major health problems in the United States, such as heart disease, depression, and autoimmune diseases. Relaxation is often recommended in mental health treatment as a frontline strategy to reduce stress, thereby improving health conditions. Twitter is a microblog platform that allows users to post their own personal messages (tweets), including their expressions about feelings and actions related to stress and stress management (eg, relaxing). While Twitter is increasingly used as a source of data for understanding mental health from a population perspective, the specific issue of stress-as manifested on Twitter-has not yet been the focus of any systematic study. The objective of our study was to understand how people express their feelings of stress and relaxation through Twitter messages. In addition, we aimed at investigating automated natural language processing methods to (1) classify stress versus nonstress and relaxation versus nonrelaxation tweets, and (2) identify first-hand experience-that is, who is the experiencer-in stress and relaxation tweets. We first performed a qualitative content analysis of 1326 and 781 tweets containing the keywords "stress" and "relax," respectively. We then investigated the use of machine learning algorithms-in particular naive Bayes and support vector machines-to automatically classify tweets as stress versus nonstress and relaxation versus nonrelaxation. Finally, we applied these classifiers to sample datasets drawn from 4 cities in the United States (Los Angeles, New York, San Diego, and San Francisco) obtained from Twitter's streaming application programming interface, with the goal of evaluating the extent of any correlation between our automatic classification of tweets and results from public stress surveys. Content analysis showed that the most frequent topic of stress tweets was education, followed by work and social relationships. The most frequent topic of relaxation tweets

  10. Increasing Interest of Mass Communication Media and the General Public in the Distribution of Tweets About Mental Disorders: Observational Study.

    Science.gov (United States)

    Alvarez-Mon, Miguel Angel; Asunsolo Del Barco, Angel; Lahera, Guillermo; Quintero, Javier; Ferre, Francisco; Pereira-Sanchez, Victor; Ortuño, Felipe; Alvarez-Mon, Melchor

    2018-05-28

    The contents of traditional communication media and new internet social media reflect the interests of society. However, certain barriers and a lack of attention towards mental disorders have been previously observed. The objective of this study is to measure the relevance of influential American mainstream media outlets for the distribution of psychiatric information and the interest generated in these topics among their Twitter followers. We investigated tweets generated about mental health conditions and diseases among 15 mainstream general communication media outlets in the United States of America between January 2007 and December 2016. Our study strategy focused on identifying several psychiatric terms of primary interest. The number of retweets generated from the selected tweets was also investigated. As a control, we examined tweets generated about the main causes of death in the United States of America, the main chronic neurological degenerative diseases, and HIV. In total, 13,119 tweets about mental health disorders sent by the American mainstream media outlets were analyzed. The results showed a heterogeneous distribution but preferential accumulation for a select number of conditions. Suicide and gender dysphoria accounted for half of the number of tweets sent. Variability in the number of tweets related to each control disease was also found (5998). The number of tweets sent regarding each different psychiatric or organic disease analyzed was significantly correlated with the number of retweets generated by followers (1,030,974 and 424,813 responses to mental health disorders and organic diseases, respectively). However, the probability of a tweet being retweeted differed significantly among the conditions and diseases analyzed. Furthermore, the retweeted to tweet ratio was significantly higher for psychiatric diseases than for the control diseases (odds ratio 1.11, CI 1.07-1.14; Pmedia outlets and the general public demonstrate a preferential

  11. New Parents' Facebook Use at the Transition to Parenthood.

    Science.gov (United States)

    Bartholomew, Mitchell K; Schoppe-Sullivan, Sarah J; Glassman, Michael; Kamp Dush, Claire M; Sullivan, Jason M

    2012-07-01

    New parents' Facebook use was examined from a social capital perspective. Surveys regarding Facebook use and parenting satisfaction, parenting self-efficacy, and parenting stress were completed by 154 mothers and 150 fathers as part of a larger study of dual-earner, Mid-western U.S. couples making the transition to parenthood. Results indicated that mothers used Facebook more than fathers, and that mothers perceived an increase in use over the transition. When more of mothers' Facebook friends were family members or relatives, and when fathers reported connecting with more of their Facebook friends outside of Facebook, they reported better parental adjustment. For mothers, however, more frequent visits to Facebook accounts and more frequent content management were each associated with higher levels of parenting stress.

  12. New Parents’ Facebook Use at the Transition to Parenthood

    Science.gov (United States)

    Schoppe-Sullivan, Sarah J.; Glassman, Michael; Kamp Dush, Claire M.; Sullivan, Jason M.

    2013-01-01

    New parents’ Facebook use was examined from a social capital perspective. Surveys regarding Facebook use and parenting satisfaction, parenting self-efficacy, and parenting stress were completed by 154 mothers and 150 fathers as part of a larger study of dual-earner, Mid-western U.S. couples making the transition to parenthood. Results indicated that mothers used Facebook more than fathers, and that mothers perceived an increase in use over the transition. When more of mothers’ Facebook friends were family members or relatives, and when fathers reported connecting with more of their Facebook friends outside of Facebook, they reported better parental adjustment. For mothers, however, more frequent visits to Facebook accounts and more frequent content management were each associated with higher levels of parenting stress. PMID:23671354

  13. Relationships Among Tweets Related to Radiation: Visualization Using Co-Occurring Networks.

    Science.gov (United States)

    Yagahara, Ayako; Hanai, Keiri; Hasegawa, Shin; Ogasawara, Katsuhiko

    2018-03-15

    After the Fukushima Daiichi nuclear accident on March 11, 2011, interest in, and fear of, radiation increased among citizens. When such accidents occur, appropriate risk communication must provided by the government. It is therefore necessary to understand the fears of citizens in the days after such accidents. This study aimed to identify the progression of people's concerns, specifically fear, from a study of radiation-related tweets in the days after the Fukushima Daiichi nuclear accident. From approximately 1.5 million tweets in Japanese including any of the phrases "radiation" (), "radioactivity" (), and "radioactive substance" () sent March 11-17, 2011, we extracted tweets that expressed fear. We then performed a morphological analysis on the extracted tweets. Citizens' fears were visualized by creating co-occurrence networks using co-occurrence degrees showing relationship strength. Moreover, we calculated the Jaccard coefficient, which is one of the co-occurrence indices for expressing the strength of the relationship between morphemes when creating networks. From the visualization of the co-occurrence networks, we found high citizen interest in "nuclear power plant" on March 11 and 12, "health" on March 12 and 13, "medium" on March 13 and 14, and "economy" on March 15. On March 16 and 17, citizens' interest changed to "lack of goods in the afflicted area." In each co-occurrence network, trending topics, citizens' fears, and opinions to the government were extracted. This study used Twitter to understand changes in the concerns of Japanese citizens during the week after the Fukushima Daiichi nuclear accident, with a focus specifically on citizens' fears. We found that immediately after the accident, the interest in the accident itself was high, and then interest shifted to concerns affecting life, such as health and economy, as the week progressed. Clarifying citizens' fears and the dissemination of information through mass media and social media can add to

  14. Information-sharing tendency on Twitter and time evolution of tweeting

    Science.gov (United States)

    Kwon, H. W.; Kim, H. S.; Lee, K.; Choi, M. Y.

    2013-03-01

    While topics on Twitter may be categorized according to their predictability and sustainability, some topics have characteristics depending on the time scale. Here we propose a good measure for the transition of sustainability, which we call the information-sharing tendency, and find that the unpredictability on Twitter is provoked by the exposure of Twitter users to external environments, e.g., mass media and other social network services. In addition, it is demonstrated that the numbers of articles and comments on on-line newspapers serve as plausible measures of exposure. From such measures of exposure, the time evolution of tweeting can be described, when the information-sharing tendency is known.

  15. Characterizing the Followers and Tweets of a Marijuana-Focused Twitter Handle

    Science.gov (United States)

    Krauss, Melissa; Grucza, Richard; Bierut, Laura

    2014-01-01

    Background Twitter is a popular social media forum for sharing personal experiences, interests, and opinions. An improved understanding of the discourse on Twitter that encourages marijuana use can be helpful for tailoring and targeting online and offline prevention messages. Objectives The intent of the study was to assess the content of “tweets” and the demographics of followers of a popular pro-marijuana Twitter handle (@stillblazingtho). Methods We assessed the sentiment and content of tweets (sent from May 1 to December 31, 2013), as well as the demographics of consumers that follow a popular pro-marijuana Twitter handle (approximately 1,000,000 followers) using Twitter analytics from Demographics Pro. This analytics company estimates demographic characteristics based on Twitter behavior/usage, relying on multiple data signals from networks, consumption, and language and requires confidence of 95% or above to make an estimate of a single demographic characteristic. Results A total of 2590 tweets were sent from @stillblazingtho during the 8-month period and 305 (11.78%) replies to another Twitter user were excluded for qualitative analysis. Of the remaining 2285 tweets, 1875 (82.06%) were positive about marijuana, 403 (17.64%) were neutral, and 7 (0.31%) appeared negative about marijuana. Approximately 1101 (58.72%) of the positive marijuana tweets were perceived as jokes or humorous, 340 (18.13%) implied that marijuana helps you to feel good or relax, 294 (15.68%) mentioned routine, frequent, or heavy use, 193 (10.29%) mentioned blunts, marijuana edibles, or paraphernalia (eg, bongs, vaporizers), and 186 (9.92%) mentioned other risky health behaviors (eg, tobacco, alcohol, other drugs, sex). The majority (699,103/959,143; 72.89%) of @stillblazingtho followers were 19 years old or younger. Among people ages 17 to 19 years, @stillblazingtho was in the top 10% of all Twitter handles followed. More followers of @stillblazingtho in the United States were

  16. Ambiguous walls

    DEFF Research Database (Denmark)

    Mody, Astrid

    2012-01-01

    The introduction of Light Emitting Diodes (LEDs) in the built environment has encouraged myriad applications, often embedded in surfaces as an integrated part of the architecture. Thus the wall as responsive luminous skin is becoming, if not common, at least familiar. Taking into account how wall...

  17. Do we really have a say? Facebook and the concept of power : A study on how companies perceive their influence on Facebook.

    OpenAIRE

    Vilja, Piia

    2015-01-01

    Social networking sites such as Facebook are a very integrated part of people’s lives and that means that Facebook has also become a huge advertising machine. Companies use Facebook for branding, advertising and as a customer service channel. We have seen protests on Facebook against authoritarian regimes and that is why this thesis is interested to study who holds power and has influence over others on Facebook. As Facebook has become a marketing machine this thesis focuses on company percep...

  18. ‘I just saw this on Facebook, I need it now’: Exploring Small Business use of Facebook

    Directory of Open Access Journals (Sweden)

    Naomi Augar

    2014-11-01

    Full Text Available This paper reports on a study exploring social media adoption and use by twelve small businesses. Results indicate that Facebook is the dominant platform used and it can provide small businesses with a virtually cost free and easy way to reach customers. Businesses reported immediate results from using Facebook; customers arrived in store after seeing Facebook posts. Participants felt there were minimal risks involved and none had experienced negative feedback or inappropriate posts. Most felt that using Facebook increased their competitive advantage due to their enhanced online profile. Despite some effort to engage customers, business to consumer transfer of information is the primary function of the Facebook pages studied. Page owners report limited training for and analysis of their Facebook activities. This indicates a need for further research in the small business context, focused on approaches to boosting customer interaction, to realize the full potential of Facebook engagement.

  19. Ambiguous walls

    DEFF Research Database (Denmark)

    Mody, Astrid

    2012-01-01

    The introduction of Light Emitting Diodes (LEDs) in the built environment has encouraged myriad applications, often embedded in surfaces as an integrated part of the architecture. Thus the wall as responsive luminous skin is becoming, if not common, at least familiar. Taking into account how walls...... have encouraged architectural thinking of enclosure, materiality, construction and inhabitation in architectural history, the paper’s aim is to define new directions for the integration of LEDs in walls, challenging the thinking of inhabitation and program. This paper introduces the notion...... of “ambiguous walls” as a more “critical” approach to design [1]. The concept of ambiguous walls refers to the diffuse status a lumious and possibly responsive wall will have. Instead of confining it can open up. Instead of having a static appearance, it becomes a context over time. Instead of being hard...

  20. Exploring Hospitals’ Use of Facebook: Thematic Analysis

    Science.gov (United States)

    Young, Diana K

    2018-01-01

    Background Although health care organizations such as hospitals and clinics have widely embraced social media as a means to educate the community on health topics and increase patient loyalty and satisfaction, little is known about the content these organizations actually share when using social media channels. Objective This study aimed to explore the types of content US hospitals post on their Facebook pages and how hospitals’ Facebook activities differ with regard to content types. Methods We collected and thematically analyzed more than 1700 Facebook posts made over a 3-month period by 17 US hospitals. During the first phase, the 2 researchers coded a set of 159 posts and created an initial thematic web of content. During the second phase, the researchers coded the remaining posts and then revised, refined, and validated the initial web of content accordingly. Coding consensus was achieved on 1184 of the 1548 analyzable sampled posts (76.49%). Results We identified a list of 13 unique health social media post themes and classified those themes into 3 thematic groups that included announcing, sharing, and recognizing activities. The most frequently used theme was sharing health information, which appeared in 35.81% (424/1184) of the posts analyzed. Such posts sought to provide health tips and advice to community members. Recognizing special days and recognizing employees were the second and third most frequently used themes, respectively, with 14.95% (177/1184) and 11.82% (140/1184) of the posts containing those themes. The frequency of these themes was surprising as the content was geared more toward stakeholders internal to the organization, although most previous literature has focused on social media as a tool to connect with external stakeholders. In addition, we found many of the posts involved more than one theme, and selected sets of themes co-occurred frequently. For example, 25.4% (45/177) of the posts recognizing special days also included content

  1. After Aylan Kurdi: How Tweeting About Death, Threat, and Harm Predict Increased Expressions of Solidarity With Refugees Over Time.

    Science.gov (United States)

    Smith, Laura G E; McGarty, Craig; Thomas, Emma F

    2018-04-01

    Viral social media content has been heralded for its power to transform policy, but online responses are often derided as "slacktivism." This raises the questions of what drives viral communications and what is their effect on support for social change. We addressed these issues in relation to Twitter discussions about Aylan Kurdi, a child refugee who died en route to the European Union. We developed a longitudinal paradigm to analyze 41,253 tweets posted 1 week before the images of Aylan Kurdi emerged, the week they emerged, and 10 weeks afterward-at the time of the Paris terror attacks. Tweeting about death before the images emerged predicted tweeting about Aylan Kurdi, and this, sustained by discussion of harm and threat, predicted the expression of solidarity with refugees 10 weeks later. Results suggest that processes of normative conflict and communication can be intertwined in promoting support for social change.

  2. Tweeting the Good News--and Other Ways to Use Social Media

    Science.gov (United States)

    Larkin, Patrick

    2013-01-01

    School leaders need to look beyond the hyped stories of social media being misused by teenagers. They must begin thoughtfully using tools like Twitter and Facebook to help their students gain skills and to reach out to their communities. Larkin, principal of Burlington High School in Massachusetts and a well-known advocate for technology in…

  3. A Review of Facebook Research in the Social Sciences.

    Science.gov (United States)

    Wilson, Robert E; Gosling, Samuel D; Graham, Lindsay T

    2012-05-01

    With over 800 million active users, Facebook is changing the way hundreds of millions of people relate to one another and share information. A rapidly growing body of research has accompanied the meteoric rise of Facebook as social scientists assess the impact of Facebook on social life. In addition, researchers have recognized the utility of Facebook as a novel tool to observe behavior in a naturalistic setting, test hypotheses, and recruit participants. However, research on Facebook emanates from a wide variety of disciplines, with results being published in a broad range of journals and conference proceedings, making it difficult to keep track of various findings. And because Facebook is a relatively recent phenomenon, uncertainty still exists about the most effective ways to do Facebook research. To address these issues, the authors conducted a comprehensive literature search, identifying 412 relevant articles, which were sorted into 5 categories: descriptive analysis of users, motivations for using Facebook, identity presentation, the role of Facebook in social interactions, and privacy and information disclosure. The literature review serves as the foundation from which to assess current findings and offer recommendations to the field for future research on Facebook and online social networks more broadly. © The Author(s) 2012.

  4. Finding user personal interests by tweet-mining using advanced machine learning algorithm in R

    Science.gov (United States)

    Krithika, L. B.; Roy, P.; Asha Jerlin, M.

    2017-11-01

    The social-media plays a key role in every individual’s life by anyone’s personal views about their liking-ness/disliking-ness. This methodology is a sharp departure from the traditional techniques of inferring interests of a user from the tweets that he/she posts or receives. It is showed that the topics of interest inferred by the proposed methodology are far superior than the topics extracted by state-of-the-art techniques such as using topic models (Labelled LDA) on tweets. Based upon the proposed methodology, a system has been built, “Who is interested in what”, which can infer the interests of millions of Twitter users. A novel mechanism is proposed to infer topics of interest of individual users in the twitter social network. It has been observed that in twitter, a user generally follows experts on various topics of his/her interest in order to acquire information on those topics. A methodology based on social annotations is used to first deduce the topical expertise of popular twitter users and then transitively infer the interests of the users who follow them.

  5. The mediating role of facebook fan pages.

    Science.gov (United States)

    Chih, Wen-Hai; Hsu, Li-Chun; Wang, Kai-Yu; Lin, Kuan-Yu

    2014-01-01

    Using the dual mediation hypothesis, this study investigates the role of interestingness (the power of attracting or holding one's attention) attitude towards the news, in the formation of Facebook Fan Page users' electronic word-of-mouth intentions. A total of 599 Facebook fan page users in Taiwan were recruited and structural equation modeling (SEM) was used to test the research hypotheses. The results show that both perceived news entertainment and informativeness positively influence interestingness attitude towards the news. Interestingness attitude towards the news subsequently influences hedonism and utilitarianism attitudes towards the Fan Page, which then influence eWOM intentions. Interestingness attitude towards the news plays a more important role than hedonism and utilitarianism attitudes in generating electronic word-of-mouth intentions. Based on the findings, the implications and future research suggestions are provided.

  6. Users’ encounter with normative discourses on Facebook

    DEFF Research Database (Denmark)

    Mathieu, David

    2016-01-01

    This study asks whether users’ encounter with normative discourses of lifestyle, consumption, and health on social media such as Facebook gives rise to agency. The theoretical framework draws on reception analysis, for its implied, but central interest in agency that lies at the intersection...... of texts and audiences. Based on a critique of the “participatory paradigm,” a paradigm that situates the locus of agency in the structural opposition between senders and users, in the norms of rational deliberation or in the figure of the activist, gaps are identified which can be filled by adopting...... an explicit focus on the socio-cultural practices of ordinary audiences in their encounters with media discourses. The study investigates user agency on seven Facebook groups and pages with the help of a three-pronged perspective based on the notion of the media–audience relationship as (1) power structure...

  7. A Learning Success Story Using Facebook

    Directory of Open Access Journals (Sweden)

    Lara Promnitz-Hayashi

    2011-12-01

    Full Text Available The use of Web 2.0 tools such as wikis and blogs is becoming more widespread in the language learning classroom, however social networking can also be an effective tool. Social networking is not only easy to use; it also helps encourage an autonomous learning within a social environment for students. Activities using a social networking site, such as Facebook, can put control for studying into the students’ hands. It can create not only motivation but also increase students’ social relationships outside of the classroom. This article discusses how simple activities in Facebook helped a lower language proficient class to become more comfortable participating in online discussions, giving their opinions and forging closer relationships with their fellow classmates.

  8. Science and Facebook: The same popularity law!

    Science.gov (United States)

    Néda, Zoltán; Varga, Levente; Biró, Tamás S

    2017-01-01

    The distribution of scientific citations for publications selected with different rules (author, topic, institution, country, journal, etc…) collapse on a single curve if one plots the citations relative to their mean value. We find that the distribution of "shares" for the Facebook posts rescale in the same manner to the very same curve with scientific citations. This finding suggests that citations are subjected to the same growth mechanism with Facebook popularity measures, being influenced by a statistically similar social environment and selection mechanism. In a simple master-equation approach the exponential growth of the number of publications and a preferential selection mechanism leads to a Tsallis-Pareto distribution offering an excellent description for the observed statistics. Based on our model and on the data derived from PubMed we predict that according to the present trend the average citations per scientific publications exponentially relaxes to about 4.

  9. Science and Facebook: The same popularity law!

    Directory of Open Access Journals (Sweden)

    Zoltán Néda

    Full Text Available The distribution of scientific citations for publications selected with different rules (author, topic, institution, country, journal, etc… collapse on a single curve if one plots the citations relative to their mean value. We find that the distribution of "shares" for the Facebook posts rescale in the same manner to the very same curve with scientific citations. This finding suggests that citations are subjected to the same growth mechanism with Facebook popularity measures, being influenced by a statistically similar social environment and selection mechanism. In a simple master-equation approach the exponential growth of the number of publications and a preferential selection mechanism leads to a Tsallis-Pareto distribution offering an excellent description for the observed statistics. Based on our model and on the data derived from PubMed we predict that according to the present trend the average citations per scientific publications exponentially relaxes to about 4.

  10. Social Representations of Accounting in Facebook Communities

    Directory of Open Access Journals (Sweden)

    Ivan Canan

    2017-12-01

    Full Text Available This paper deals with the social representations of accounting that emerge from the contents shared by users of the social network Facebook. The sample studied includes the ten most popular communities organized around accounting, and their last fifty posts. The messages were coded and categorized using the content analysis methodology as well as platform social interaction data such as likes, comments and shares were used to assess the popularity of content / contexts and message formats. The analysis of the data indicates that the people that congregate around accounting in Facebook communities tend to deal primarily with tributary and bureaucratic issues, suggesting that in these communities accounting is the expression of a praxis whose function is to attend totax issues. Deductions converge to other studies on social representations of accounting in Brazil, reinforcing the idea that accounting is viewed differently by academia, professionals and stakeholders.

  11. Science and Facebook: The same popularity law!

    Science.gov (United States)

    Varga, Levente; Biró, Tamás S.

    2017-01-01

    The distribution of scientific citations for publications selected with different rules (author, topic, institution, country, journal, etc…) collapse on a single curve if one plots the citations relative to their mean value. We find that the distribution of “shares” for the Facebook posts rescale in the same manner to the very same curve with scientific citations. This finding suggests that citations are subjected to the same growth mechanism with Facebook popularity measures, being influenced by a statistically similar social environment and selection mechanism. In a simple master-equation approach the exponential growth of the number of publications and a preferential selection mechanism leads to a Tsallis-Pareto distribution offering an excellent description for the observed statistics. Based on our model and on the data derived from PubMed we predict that according to the present trend the average citations per scientific publications exponentially relaxes to about 4. PMID:28678796

  12. Mental Health and Emotional Expression in Facebook

    Directory of Open Access Journals (Sweden)

    Eglee Duran Rodríguez

    2013-12-01

    Full Text Available The article reports the results of the project “Mental health and emotional expression in Facebook”. The research was approached from the qualitative paradigm under virtual ethnographic approach, interpreting the findings through their own players and triangulated with the views of researchers and experts in the area of mental health, emotions and information technology and communication. We concluded that a good part of users vented their secrets on Facebook, where they are able to confide and express a range of emotions and intimacies that in the real context is unlikely to give. Along these findings show that the use of Facebook serves as a space for emotional expression impacting the mental and emotional health.

  13. Facebook: Networking the Community of Society

    DEFF Research Database (Denmark)

    Tække, Jesper

    The article examines the significance of new "social media" like Facebook for the way we socialize, develop social identity, and shape society. Based on the work of Luhmann, the article proposes that community communication is fundamental to the selfregulation of our society and that this type...... but that also may pose certain risks for modern society and for the development and maintenance of social identity. The article argues that communication through and about status updates on Facebook may be categorized as network communication, and finally it discusses whether and to what extent this kind...... of communication also provides the basis for the formation and maintenance of people’s social identity, so that they and society are in harmony. In contrast to community communication, the article explores the notion of network communication, which is classified as communication that may have some positive effects...

  14. What motivates consumers to re-tweet brand content? The impact of information, emotion, and traceability on pass-along behavior

    NARCIS (Netherlands)

    Araujo, T.; Neijens, P.; Vliegenthart, R.

    2015-01-01

    How do certain cues influence pass-along behavior (re-Tweeting) of brand messages on Twitter? Analyzing 19,343 global brand messages over a three-year period, the authors of this article found that informational cues were predictors of higher levels of re-Tweeting, particularly product details and

  15. #13ReasonsWhy Health Professionals and Educators are Tweeting: A Systematic Analysis of Uses and Perceptions of Show Content and Learning Outcomes.

    Science.gov (United States)

    Walker, Kimberly K; Burns, Kelli

    2018-04-27

    This study is a content analysis of health professionals' and educators' tweets about a popular Netflix show that depicts teen suicide: 13 Reasons Why. A content analysis of 740 tweets was conducted to determine the main themes associated with professionals' and educators' tweets about the show, as well as the valence of the tweets. Additionally, a thematic analysis of linked content in tweets (n = 178) was conducted to explore additional content shared about the show and modeling outcomes. Results indicated the largest percentage of tweets was related to social learning, particularly about outcomes that could occur from viewing the show. The valence of the tweets about outcomes was more positive than negative. However, linked materials commonly circulated in tweets signified greater concern with unintended learning outcomes. Some of the linked content included media guidelines for reporting on suicide with recommendations that entertainment producers follow the guidelines. This study emphasizes the importance of including social learning objectives in future typologies of Twitter uses and demonstrates the importance of examining linked content in Twitter studies.

  16. Identity problems in the Facebook era

    CERN Document Server

    Trottier, Daniel

    2012-01-01

    How have new social media altered how individuals present themselves? What dilemmas have they introduced? In the age of Facebook, Twitter and other forms of instant communication, individuals are losing (or relinquishing) control over their personal information! Trottier provides a trenchant analysis of the paradoxes of privacy and the presentation of self in the early 21st century. This book is ideal for courses in Sociology, Media Studies and Communication.

  17. Consumer's Participation on Brand Pages on Facebook

    OpenAIRE

    Bianca MITU; Diego Oswaldo Camacho VEGA

    2014-01-01

     The focus of this study is to analyze consumer’s participation and communication in the online brand communities on Facebook. This type of brand community represents a subgroup of virtual communities, which is known as communities of consumption or fan clubs (Kozinets 1999, Szmigin et al. 2005). Understanding consumer relationships in such communities is important for the success of both the brand and the community. The aim of our study is to investigate how and in what sense consumers parti...

  18. Crawling Facebook for Social Network Analysis Purposes

    OpenAIRE

    Catanese, Salvatore A.; De Meo, Pasquale; Ferrara, Emilio; Fiumara, Giacomo; Provetti, Alessandro

    2011-01-01

    We describe our work in the collection and analysis of massive data describing the connections between participants to online social networks. Alternative approaches to social network data collection are defined and evaluated in practice, against the popular Facebook Web site. Thanks to our ad-hoc, privacy-compliant crawlers, two large samples, comprising millions of connections, have been collected; the data is anonymous and organized as an undirected graph. We describe a set of tools that w...

  19. Social Representations of Accounting in Facebook Communities

    OpenAIRE

    Ivan Canan; Isabela Augusta Andrade Souza; Kelly Cristina Pereira de Oliveira

    2017-01-01

    This paper deals with the social representations of accounting that emerge from the contents shared by users of the social network Facebook. The sample studied includes the ten most popular communities organized around accounting, and their last fifty posts. The messages were coded and categorized using the content analysis methodology as well as platform social interaction data such as likes, comments and shares were used to assess the popularity of content / contexts and message formats. Th...

  20. Facebook Lessons for E-Business Startups

    OpenAIRE

    Linda; Sau-ling LAI

    2011-01-01

    This paper addresses the fundamental requirements for starting an online business. It covers the process of ideation, conceptualization, formulation, and implementation of new venture ideas on the Web. Using Facebook as an illustrative example, we learn how to turn an idea into a successful electronic business and to execute a business plan with IT skills, management expertise, a good entrepreneurial attitude, and an understanding of Internet culture. The personality trai...

  1. ¿Revolución Facebook?

    OpenAIRE

    Javier de Rivera

    2011-01-01

    Los medios de comunicación se han esforzado en asociar las revueltas con las redes sociales de Internet, especialmente en el caso de Egipto donde abundan las imágenes relacionadas con la marca Facebook. Esta asociación de ideas transmite una impresión de las revueltas como algo espontáneo, natural y autoorganizado: la sociedad en su conjunto saliendo a la calle gracias a que están conectados en red

  2. Facebook use and chronotype: Results of a cross-sectional study.

    Science.gov (United States)

    Blachnio, Agata; Przepiorka, Aneta; Díaz-Morales, Juan F

    2015-01-01

    Facebook has become the most popular social networking site round the world. In seeking an explanation for this phenomenon, individual differences in circadian functioning seem to be an interesting issue. The main aim of this study was to examine the potential associations between morningness/eveningness and Facebook use (intrusion and intensity). The participants were 663 Facebook users. The Facebook Intrusion Questionnaire, Facebook Intensity Scale and the Composite Scale of Morningness were used. Our results indicate that chronotype is negatively related with Facebook usage. Eveningness people use Facebook intensively and their Facebook use is more intrusive. Moreover, eveningness in combination with young age predicted Facebook intensity.

  3. [Facebook in oncology. Review of the literature].

    Science.gov (United States)

    Veneroni, Laura; Ferrari, Andrea; Massimino, Maura; Clerici, Carlo Alfredo

    2015-01-01

    Internet and particularly the so-called Web 2.0 are powerful tools of communication characterized by high user participation in the creation of content through various sites, such as those of social networking, where Facebook is the best known and most widely used. The aim of the present paper is to review the literature on the use of Facebook in health care. The international scientific literature of the past 10 years has been collected by major databases online. From the research were identified 262 articles of which 57 are considered relevant. The articles are schematically divided into three categories according to the topic: use of Facebook for psychosocial support for communication, for doctor-patient relationship, for institutional communication. The authors have identified the critical aspects and the possibility of using this tool in the communication and relationship between patients and health professionals. Despite the presence of critical issues, the use of social media is to be considered with interest and is worthy of study and research in the clinical setting. It should at the same time that health professionals are aware of the risks associated with the use of social networking but also trained in the use of the potential of these virtual tools that cannot replace real interactions but can support them.

  4. FACEBOOK AND WHATSAPP: BENEFICIAL OR HARMFUL?

    Directory of Open Access Journals (Sweden)

    Sankalp Raj

    2015-04-01

    Full Text Available New innovations and advances in science and technology in the present day have made considerable and significant changes in the lifestyle of people all around the globe. Communication from one part of the world to another is possible at the hit of a button . Social networking is being rampantly used everywhere and by everybody, be it youngsters or the older generation. Facebook and Whatsapp are the most commonly used means of communication in social networking at present. Smart phones functioning as minicomp uters with fast internet connectivity in the pockets of today’s technosavy generation have made them create and spend most of their time interacting with people in a virtual world. There is an urgent need to understand the dynamics of social media and its effects on the lifestyle of people. Studies documenting the same have been very few. This study was conducted to understand the benefits and harms towards health and academics of MBBS students. This cross - sectional study on 147 MBBS students revealed inter esting findings and opinions of the students. Effects of Facebook and What Sapp on productivity and sleep disturbances due to it were the significant findings of the study. Facebook and Whatsapp can be considered both beneficial and harmful and it solely d epends on how it is being put to use

  5. Psychiatric illness and facebook: a case report.

    Science.gov (United States)

    Veretilo, Pavel; Billick, Stephen Bates

    2012-09-01

    There is relatively little content available addressing the use of social media, such as Facebook in psychiatric populations. There has been significant growth of various social media websites in the last 10 years, such as Facebook, and yet little is written about their overall impact on this population. There are articles in the scientific literature about the use of social media in adolescents and young adults and also about its use among physicians and medical students. This article reviews the literature addressing social media and describes a therapeutic interaction with a patient with significant psychiatric comorbities and his use of social media. Furthermore, this is a unique example in current literature of an overall positive interaction and social improvement of this patient in large degree due to his use of Facebook. Physicians themselves must be very cautious in their interaction with patients online and especially via social media, while acknowledging that social media can serve as a spring board for more reclusive patients into greater societal integration.

  6. Optimistic bias and Facebook use: self-other discrepancies about potential risks and benefits of Facebook use.

    Science.gov (United States)

    Kim, Sunny Jung; Hancock, Jeffrey T

    2015-04-01

    Despite the accumulating evidence on the positive and negative outcomes of Facebook use, how people perceive themselves to be subject to these outcomes as well as the consequences and mechanisms of these perceptions are underexplored. According to optimistic bias, Facebook users may perceive that bad things are more likely to happen to others than to themselves, while good things are more likely to happen to them than to others. The findings from an online survey among Facebook users indicate that the negative psychological and social outcomes of using Facebook were perceived to be more likely to happen to other Facebook users than to themselves, pscams) significantly mediated one's willingness to support Internet regulation, Sobel z=2.49, p=0.01. For positive outcomes of Facebook use, the direction of optimistic bias was reversed, t(235) = -5.52, p<0.01, indicating that people minimized the likelihoods of experiencing positive events from Facebook while assessing that other Facebook users are prone to encounter those positive events. This reversal pattern emerged among those with negative attitudes toward, and low involvement with, Facebook. These findings demonstrate important and novel self-other discrepant perceptions concerning the risks and benefits of Facebook use.

  7. 76 FR 75883 - Facebook, Inc.; Analysis of Proposed Consent Order To Aid Public Comment

    Science.gov (United States)

    2011-12-05

    ... affecting commerce, by Facebook: Facebook's Deceptive Privacy Settings: Facebook communicated to users that... with Apps that their Friends used. Facebook's Deceptive and Unfair December 2009 Privacy Changes: In... alleged in the complaint. Part I of the proposed order prohibits Facebook from misrepresenting the privacy...

  8. Wall Turbulence.

    Science.gov (United States)

    Hanratty, Thomas J.

    1980-01-01

    This paper gives an account of research on the structure of turbulence close to a solid boundary. Included is a method to study the flow close to the wall of a pipe without interferring with it. (Author/JN)

  9. Internet Addiction and Excessive Social Networks Use: What About Facebook?

    Science.gov (United States)

    Guedes, Eduardo; Sancassiani, Federica; Carta, Mauro Giovani; Campos, Carlos; Machado, Sergio; King, Anna Lucia Spear; Nardi, Antonio Egidio

    2016-01-01

    Facebook is notably the most widely known and used social network worldwide. It has been described as a valuable tool for leisure and communication between people all over the world. However, healthy and conscience Facebook use is contrasted by excessive use and lack of control, creating an addiction with severely impacts the everyday life of many users, mainly youths. If Facebook use seems to be related to the need to belong, affiliate with others and for self-presentation, the beginning of excessive Facebook use and addiction could be associated to reward and gratification mechanisms as well as some personality traits. Studies from several countries indicate different Facebook addiction prevalence rates, mainly due to the use of a wide-range of evaluation instruments and to the lack of a clear and valid definition of this construct. Further investigations are needed to establish if excessive Facebook use can be considered as a specific online addiction disorder or an Internet addiction subtype. PMID:27418940

  10. Problematic Internet Use pada Remaja Pengguna Facebook di Jakarta Barat

    Directory of Open Access Journals (Sweden)

    Esther Widhi Andangsari

    2014-04-01

    Full Text Available Paper discusses about problematic internet use on teenagers as Facebook users in West Jakarta. The objective of this study is to have empirical evidence about problematic internet use condition among teenagers as Facebook users in West Jakarta. This research is a descriptive study. Sample of this study was 82 high school students in West Jakarta. They were given GPIUS2 questionnaire constructed by Caplan. Result of the study is most of the teenagers have low score on problematic internet use especially in Facebook usage. The result is supported by the passiveness of Facebook online activity among the teenagers. However, there was a positive significant correlation between problematic internet use (PIU and teenagers’ feeling when their smartphone was left behind at home. It means they could not access their Facebook account for some time. This result is important for parents and educators to consider, given that Facebook has both positive and negative effect for teenagers. 

  11. EFEKTIVITAS WEBLOG DAN FACEBOOK TERINTEGRASI UNTUK PEMBELAJARAN VIRTUAL

    Directory of Open Access Journals (Sweden)

    Hartono .

    2014-02-01

    Full Text Available Abstrak: Saat ini, banyak mahasiswa menghabiskan waktu mereka di internet. Mereka melakukan kegiatan seperti membuat blog, mengunduh, mengunggah, chatting, dan berinteraksi melalui facebook. Mahasiswa sekarang ini hidup dengan teknologi. Penelitian menunjukkan bahwa weblog dan facebook berpotensi mendukung belajar dan mengajar. Guru dan pendidik menggunakan kegiatan tersebut untuk meningkatkan kualitas belajar. Penelitian ini bertujuan untuk mengetahui efektivitas weblog dan facebook ketika digunakan secara integratif untuk melengkapi pembelajaran. Penelitian ini menggunakan metode kuantitatif deskriptif. Data dikumpulkan dari halaman-halaman facebook yang diamati dari responden yang mengambil mata kuliah Introduction of Second Language Acquisition (SLA. Data kemudian dideskripsikan dan dianalisis. Temuan penelitian menunjukkan bahwa weblog dan facebook dapat digunakan secara efektif untuk melengkapi kegiatan belajar. Kata Kunci: weblog, facebook, pembelajaran virtual

  12. Internet Addiction and Excessive Social Networks Use: What About Facebook?

    Science.gov (United States)

    Guedes, Eduardo; Sancassiani, Federica; Carta, Mauro Giovani; Campos, Carlos; Machado, Sergio; King, Anna Lucia Spear; Nardi, Antonio Egidio

    2016-01-01

    Facebook is notably the most widely known and used social network worldwide. It has been described as a valuable tool for leisure and communication between people all over the world. However, healthy and conscience Facebook use is contrasted by excessive use and lack of control, creating an addiction with severely impacts the everyday life of many users, mainly youths. If Facebook use seems to be related to the need to belong, affiliate with others and for self-presentation, the beginning of excessive Facebook use and addiction could be associated to reward and gratification mechanisms as well as some personality traits. Studies from several countries indicate different Facebook addiction prevalence rates, mainly due to the use of a wide-range of evaluation instruments and to the lack of a clear and valid definition of this construct. Further investigations are needed to establish if excessive Facebook use can be considered as a specific online addiction disorder or an Internet addiction subtype.

  13. Profil Penyesuaian Sosial Remaja yang Mengalami Kecanduan Mengakses Facebook

    Directory of Open Access Journals (Sweden)

    Pia Amanda Nurhusni

    2017-07-01

    Full Text Available Social Adjustment Profiles Adolescence Who Have Access addicted to Facebook. The process of social adjustment of students who disrupted it can cause problems in the fulfillment of their needs. The research objective of this thesis to obtain social adjustment eighth grade students of SMP Negeri 15 Bandung who had access facebook addiction. The study used descriptive research methods. Questionnaire used was a questionnaire addiction accessing facebook and social adjustment. The results: (1 Addiction adolescence including access facebook high category and (2 the social adjustment of adolescence who access facebook categorized as low, medium and high, (3 the design of personal-social counseling services focus on reducing access facebook addiction indicators and development indicators of social adjustment.

  14. CYBER COUNSELING ASSISTED WITH FACEBOOK TO REDUCE ONLINE GAME ADDICTION

    Directory of Open Access Journals (Sweden)

    Hardi Prasetiawan

    2016-06-01

    Full Text Available Cyber counseling is divided into various shapes, one form is the use of facebook. Guidance and counseling teacher in schools can implement the cyber counseling assited with facebook to reduce online game addiction the students who are more likely to prefer to communicate by text relationship, and students who do not feel comfortable with counseling services by face to face. Problems of children who are addicted Online Games at school require a relief to effort with Group Counseling assited with facebook services for addressing and alleviating the problems experienced, both personal and social through cyber counseling. The positive impact of service delivery cyber counseling assited with facebook is not out of the role from well counselors as providers to service with the active role of students while finding information on social media like Facebook, so socializing continually needs to be implemented further Keyword : Cyber Counseling, Facebook, Online Game Addiction

  15. CYBER COUNSELING ASSISTED WITH FACEBOOK TO REDUCE ONLINE GAME ADDICTION

    Directory of Open Access Journals (Sweden)

    Hardi Prasetiawan

    2016-06-01

    Full Text Available Cyber counseling is divided into various shapes, one form is the use of facebook. Guidance and counseling teacher in schools can implement the cyber counseling assited with facebook to reduce online game addiction the students who are more likely to prefer to communicate by text relationship, and students who do not feel comfortable with counseling services by face to face. Problems of children who are addicted Online Games at school require a relief to effort with Group Counseling assited with facebook services for addressing and alleviating the problems experienced, both personal and social through cyber counseling. The positive impact of service delivery cyber counseling assited with facebook is not out of the role from well counselors as providers to service with the active role of students while finding information on social media like Facebook, so socializing continually needs to be implemented furtherKeyword : Cyber Counseling, Facebook, Online Game Addiction

  16. Making It “Facebook Official”: Reflecting on Romantic Relationships Through Sustained Facebook Use

    Directory of Open Access Journals (Sweden)

    Brady Robards

    2016-10-01

    Full Text Available For the past 12 years, Facebook has played a significant role in mediating the lives of its users. Disclosures on the site go on to serve as intimate, co-constructed life records, albeit with unique and always-evolving affordances. The ways in which romantic relationships are mediated on the site are complex and contested: “What is the significance of articulating a romantic relationship on Facebook?” “Why do some choose to make socially and culturally critical moments like the beginning and ends of relationships visible on Facebook, whereas others (perhaps within the same relationship do not?” “How do these practices change over time?” and “When is it time to go “Facebook official”?” In this article, we draw on qualitative research with Facebook users in their 20s in Australia and the United Kingdom who have been using the site for 5 years or more. Interviews with participants revealed that romantic relationships were central to many of their growing up narratives, and in this article, we draw out examples to discuss four kinds of (non-exclusive practices: (1 overt relationship status disclosures, mediated through the “relationship status” affordance of the site, (2 implied relationship disclosures, mediated through an increase in images and tags featuring romantic partners, (3 the intended absence of relationship visibility, and (4 later-erased or revised relationship disclosures. We also critique the ways in which Facebook might work to produce normative “relationship traces,” privileging neat linearity, monogamy, and obfuscating (perhaps usefully, perhaps not the messy complexity of romantic relationships.

  17. What are health-related users tweeting? A qualitative content analysis of health-related users and their messages on twitter.

    Science.gov (United States)

    Lee, Joy L; DeCamp, Matthew; Dredze, Mark; Chisolm, Margaret S; Berger, Zackary D

    2014-10-15

    Twitter is home to many health professionals who send messages about a variety of health-related topics. Amid concerns about physicians posting inappropriate content online, more in-depth knowledge about these messages is needed to understand health professionals' behavior on Twitter. Our goal was to characterize the content of Twitter messages, specifically focusing on health professionals and their tweets relating to health. We performed an in-depth content analysis of 700 tweets. Qualitative content analysis was conducted on tweets by health users on Twitter. The primary objective was to describe the general type of content (ie, health-related versus non-health related) on Twitter authored by health professionals and further to describe health-related tweets on the basis of the type of statement made. Specific attention was given to whether a tweet was personal (as opposed to professional) or made a claim that users would expect to be supported by some level of medical evidence (ie, a "testable" claim). A secondary objective was to compare content types among different users, including patients, physicians, nurses, health care organizations, and others. Health-related users are posting a wide range of content on Twitter. Among health-related tweets, 53.2% (184/346) contained a testable claim. Of health-related tweets by providers, 17.6% (61/346) were personal in nature; 61% (59/96) made testable statements. While organizations and businesses use Twitter to promote their services and products, patient advocates are using this tool to share their personal experiences with health. Twitter users in health-related fields tweet about both testable claims and personal experiences. Future work should assess the relationship between testable tweets and the actual level of evidence supporting them, including how Twitter users-especially patients-interpret the content of tweets posted by health providers.

  18. Use of twitter and Facebook by top European museums

    OpenAIRE

    Kostas Zafiropoulos; Vasiliki Vrana; Konstantinos Antoniadis

    2015-01-01

    With social media becoming so pervasive, museums strive to adopt them for their own use. Effective use of social media especially Facebook and Twitter seems to be promising. Social media offer museums the possibility to engage audiences, potential and active visitors with their collections and ideas. Facebook and Twitter are the market leaders of social media. This paper records the top European museums and their Facebook and Twitter accounts. It records the use of the two media, and by apply...

  19. Perceptions of Facebook Privacy and Career Impression Management

    OpenAIRE

    Pilcer , Danielle; Thatcher , Andrew

    2013-01-01

    Part 1: Long and Short Papers (Continued); International audience; Facebook was initially designed as a social tool representing a person’s social life, yet today it functions as a platform synthesizing all facets of life, including the work context. Within the frame of the social capital theory, a survey was conducted measuring Facebook users’ experience, perceptions of privacy and career impression management. Results found that higher Facebook experience was related to increased levels of ...

  20. Hiding in Plain Sight: The Anatomy of Malicious Facebook Pages

    OpenAIRE

    Dewan, Prateek; Kumaraguru, Ponnurangam

    2015-01-01

    Facebook is the world's largest Online Social Network, having more than 1 billion users. Like most other social networks, Facebook is home to various categories of hostile entities who abuse the platform by posting malicious content. In this paper, we identify and characterize Facebook pages that engage in spreading URLs pointing to malicious domains. We used the Web of Trust API to determine domain reputations of URLs published by pages, and identified 627 pages publishing untrustworthy info...

  1. Generation Y students’ attitudes towards facebook advertising: pilot study results

    OpenAIRE

    Hilda Bongazana Mahlangu; Ayesha Lian Bevan-Dye

    2013-01-01

    The purpose of this paper is to report on the results of a pilot study conducted on the determinants and inhibitors of Generation Y students’ attitudes towards Facebook advertising. The findings suggest that Generation Y students have a positive attitude towards the information value, entertainment value, credibility, self-brand congruity of advertising on Facebook and attitude towards the social interaction value of Facebook. Their attitudes towards trust in the site and trust in the members...

  2. Enhancing students’ vocabulary knowledge using the Facebook environment

    OpenAIRE

    Muhammad Kamarul Kabilan; Tuti Zalina Mohamed Ernes Zahar

    2016-01-01

    This study investigates the effectiveness of using Facebook in enhancing vocabulary knowledge among Community College students. Thirty-three (33) Community College students are exposed to the use of Facebook as an environment of learning and enhancing their English vocabulary. They are given a pre-test and a post-test and the findings indicate that students perform significantly better in the post-test compared to the pre-test. It appears that Facebook could be considered as a supplementary l...

  3. Facebook Marketing Strategy : Case: Pint Please Mobile Application

    OpenAIRE

    Pasma, Melissa

    2017-01-01

    This thesis was made to develop a Facebook marketing strategy for a mobile application start-up company Pint Please Ltd in order to improve their Facebook marketing in the United Kingdom. The aim of this thesis is to help the commissioner plan, implement, measure and improve their marketing activities in Facebook and support their marketing efforts in acquiring users for their craft beer application. The theory introduces marketing strategy development process and focuses on describing Facebo...

  4. Analysis of publicly disclosed information in Facebook profiles

    OpenAIRE

    Farahbakhsh, Reza; Han, Xiao; Cuevas, Angel; Crespi, Noel

    2017-01-01

    Facebook, the most popular Online social network is a virtual environment where users share information and are in contact with friends. Apart from many useful aspects, there is a large amount of personal and sensitive information publicly available that is accessible to external entities/users. In this paper we study the public exposure of Facebook profile attributes to understand what type of attributes are considered more sensitive by Facebook users in terms of privacy, and thus are rarely...

  5. Internet Addiction and Excessive Social Networks Use: What About Facebook?

    OpenAIRE

    Guedes, Eduardo; Sancassiani, Federica; Carta, Mauro Giovani; Campos, Carlos; Machado, Sergio; King, Anna Lucia Spear; Nardi, Antonio Egidio

    2016-01-01

    Facebook is notably the most widely known and used social network worldwide. It has been described as a valuable tool for leisure and communication between people all over the world. However, healthy and conscience Facebook use is contrasted by excessive use and lack of control, creating an addiction with severely impacts the everyday life of many users, mainly youths. If Facebook use seems to be related to the need to belong, affiliate with others and for self-presentation, the beginning of ...

  6. Profil Penyesuaian Sosial Remaja yang Mengalami Kecanduan Mengakses Facebook

    OpenAIRE

    Nurhusni, Pia Amanda

    2017-01-01

    Social Adjustment Profiles Adolescence Who Have Access addicted to Facebook. The process of social adjustment of students who disrupted it can cause problems in the fulfillment of their needs. The research objective of this thesis to obtain social adjustment eighth grade students of SMP Negeri 15 Bandung who had access facebook addiction. The study used descriptive research methods. Questionnaire used was a questionnaire addiction accessing facebook and social adjustment. The results: (1) Add...

  7. [Public interactions, private censorship: the case of Facebook].

    Science.gov (United States)

    Silveira, Sergio Amadeu da

    2015-12-01

    Facebook is examined as a transnational online social networking platform where public discussions and interactions take place. The study surveys the private control of cultural and political expressions exercised by the platform's managers, which can be defined as private censorship. Cases of removal of content are presented and Facebook's political control policies discussed. The article also shows how Facebook rules display highly discretionary components and an aesthetic that can be portrayed as a kind of biopolitics of the information-age society.

  8. Making It “Facebook Official”: Reflecting on Romantic Relationships Through Sustained Facebook Use

    OpenAIRE

    Brady Robards; Siân Lincoln

    2016-01-01

    For the past 12 years, Facebook has played a significant role in mediating the lives of its users. Disclosures on the site go on to serve as intimate, co-constructed life records, albeit with unique and always-evolving affordances. The ways in which romantic relationships are mediated on the site are complex and contested: “What is the significance of articulating a romantic relationship on Facebook?” “Why do some choose to make socially and culturally critical moments like the beginning and ...

  9. Hubungan Intensitas Menggunakan Facebook dengan Kecenderungan Nomophobia pada Remaja

    Directory of Open Access Journals (Sweden)

    Ria Wahyuni

    2017-07-01

    dengan korelasi sebesar R=0,272 dengan taraf signifikansi 0,000 (p < 0,05, maka dapat ditarik kesimpulan bahwa ada hubungan antara intensitas penggunaan facebook dengan kecenderungan menjadi nomophobia pada remaja. Hal ini berarti tinggi rendahnya intensitas penggunaan facebook berhubungan dengan kecenderungan menjadi nomophobia. Selanjutnya nilai sumbangsih variabel intensitas penggunaan facebook terhadap variabel kecenderungan menjadi nomophobia adalah 7,4%, sisanya 92,6% di pengaruhi oleh variabel lain. Kata kunci: intensitas penggunaan facebook, menjadi nomophobia, remaja.

  10. Putting their best foot forward: emotional disclosure on Facebook.

    Science.gov (United States)

    Qiu, Lin; Lin, Han; Leung, Angela K; Tov, William

    2012-10-01

    Facebook has become a widely used online self-representation and communication platform. In this research, we focus on emotional disclosure on Facebook. We conducted two studies, and results from both self-report and observer rating show that individuals are more likely to express positive relative to negative emotions and present better emotional well-being on Facebook than in real life. Our study is the first to demonstrate impression management on Facebook through emotional disclosure. We discuss important theoretical and practical implications of our study.

  11. Vuorovaikutteisuus Valio Oy:n Facebook-sivuilla

    OpenAIRE

    Heikkinen, Sanna

    2014-01-01

    Tässä tutkimustyyppisessä ja laadullisessa opinnäytetyössä tutkitaan Valion Facebook-sivujen vuorovaikutteisuutta. Työ on rajattu käsittelemään ainoastaan yritysten Facebook-sivuilla tapahtuvaa kuluttajille suunnattua viestintää. Tavoitteena oli tutkia Valion Facebook-sivujen vuorovaikutteisuuden tilaa ja tarjota Valiolle keinoja ja vinkkejä, joiden avulle se voi parantaa vuorovaikutteisuutta Facebook-sivuillaan. Tavoitteena oli myös työn aiheen asiantuntijaksi kasvaminen. Työssä käydään ...

  12. The Effect of Promoting Brands through the Facebook Network

    OpenAIRE

    Iuliana CONSTANTIN; Catalina Gabriela BELGIU CUREA

    2017-01-01

    Facebook is becoming a popular tool for public relations and advertising professionals to reach mass audiences. Facebook fan pages allow brands to create an online community of brand users on the social networking site. By pressing Facebook’s “like” button, a Facebook user can become a fan of the page and can interact with the brand and other consumers. This research aimed to examine whether liking and interacting with a Facebook fan page has an effect on brand loyalty and purchase intentions...

  13. Medical students' use of Facebook for educational purposes.

    Science.gov (United States)

    Ali, Anam

    2016-06-01

    Medical students use Facebook to interact with one another both socially and educationally. This study investigates how medical students in a UK medical school use Facebook to support their learning. In particular, it identifies the nature of their educational activities, and details their experiences of using an educational Facebook group. Twenty-four medical students who self-identified as being Facebook users were invited to focus groups to attain a general overview of Facebook use within an educational context. A textual analysis was then conducted on a small group of intercalating medical students who used a self-created Facebook group to supplement their learning. Five of these students participated in semi-structured interviews. Six common themes were generated. These included 'collaborative learning', 'strategic uses for the preparation for assessment', 'sharing experiences and providing support', 'creating and maintaining connections', 'personal planning and practical organization' and 'sharing and evaluating educational resources'. Evidence from this study shows that medical students are using Facebook informally to enhance their learning and undergraduate lives. Facebook has enabled students to create a supportive learning community amongst their peers. Medical educators wishing to capitalize on Facebook, as a platform for formal educational initiatives, should remain cautious of intruding on this peer online learning community.

  14. Pemanfaatan Facebook Ads Untuk meningkatkan Brand Awareness pada Produk Lokal

    Directory of Open Access Journals (Sweden)

    Gita Aprinta

    2016-04-01

    Full Text Available Facebook ads is the most recent feature ad in facebook. Its simply stated as paid advertisment to help products in increasing their brand awareness.  The objective is to optimazing brands who want to reach thousands of costumers, by maximzing promotion through facebook ads.  Brand awareness is quite important for costumer to help them recalling brand, doing the purchasing, and have loyal to specific brand. Facebook ads providing huge opportunity for  each costumer to know, recall, involve and participate in sharing information to other social media users.

  15. Facebook use and its relationship with sport anxiety.

    Science.gov (United States)

    Encel, Kim; Mesagno, Christopher; Brown, Helen

    2017-04-01

    Social media (e.g., Facebook and Twitter) use has increased considerably since its inception; however, research examining the relationship between social media use and sport has not progressed as rapidly. The purpose of the current study was to explore the prevalence rates of Facebook use among athletes around and during sport competitions and to investigate the relationships between sport anxiety and Facebook use. Two hundred and ninety-eight athletes of varying levels completed measures for sport anxiety and Facebook use, which included descriptive information about Facebook use prior to, during and following competitions. Results indicated that 31.9% of athletes had used Facebook during a competition and 68.1% had accessed Facebook within 2 h prior to competition. Time spent on Facebook prior to competition was significantly (and positively) correlated with the concentration disruption component of sport anxiety. Furthermore, regression analyses revealed that having push notifications enabled on an athletes' phone predicted 4.4% of the variability in sport anxiety. The percentage of athletes who accessed Facebook within 2 h of, or during, a competition is somewhat alarming considering the importance of psychological preparation in sport, which may compromise optimal psychological readiness and may lead to increased sport anxiety.

  16. Assessing Electronic Cigarette-Related Tweets for Sentiment and Content Using Supervised Machine Learning.

    Science.gov (United States)

    Cole-Lewis, Heather; Varghese, Arun; Sanders, Amy; Schwarz, Mary; Pugatch, Jillian; Augustson, Erik

    2015-08-25

    Electronic cigarettes (e-cigarettes) continue to be a growing topic among social media users, especially on Twitter. The ability to analyze conversations about e-cigarettes in real-time can provide important insight into trends in the public's knowledge, attitudes, and beliefs surrounding e-cigarettes, and subsequently guide public health interventions. Our aim was to establish a supervised machine learning algorithm to build predictive classification models that assess Twitter data for a range of factors related to e-cigarettes. Manual content analysis was conducted for 17,098 tweets. These tweets were coded for five categories: e-cigarette relevance, sentiment, user description, genre, and theme. Machine learning classification models were then built for each of these five categories, and word groupings (n-grams) were used to define the feature space for each classifier. Predictive performance scores for classification models indicated that the models correctly labeled the tweets with the appropriate variables between 68.40% and 99.34% of the time, and the percentage of maximum possible improvement over a random baseline that was achieved by the classification models ranged from 41.59% to 80.62%. Classifiers with the highest performance scores that also achieved the highest percentage of the maximum possible improvement over a random baseline were Policy/Government (performance: 0.94; % improvement: 80.62%), Relevance (performance: 0.94; % improvement: 75.26%), Ad or Promotion (performance: 0.89; % improvement: 72.69%), and Marketing (performance: 0.91; % improvement: 72.56%). The most appropriate word-grouping unit (n-gram) was 1 for the majority of classifiers. Performance continued to marginally increase with the size of the training dataset of manually annotated data, but eventually leveled off. Even at low dataset sizes of 4000 observations, performance characteristics were fairly sound. Social media outlets like Twitter can uncover real-time snapshots of

  17. Assessing Electronic Cigarette-Related Tweets for Sentiment and Content Using Supervised Machine Learning

    Science.gov (United States)

    Cole-Lewis, Heather; Varghese, Arun; Sanders, Amy; Schwarz, Mary; Pugatch, Jillian

    2015-01-01

    Background Electronic cigarettes (e-cigarettes) continue to be a growing topic among social media users, especially on Twitter. The ability to analyze conversations about e-cigarettes in real-time can provide important insight into trends in the public’s knowledge, attitudes, and beliefs surrounding e-cigarettes, and subsequently guide public health interventions. Objective Our aim was to establish a supervised machine learning algorithm to build predictive classification models that assess Twitter data for a range of factors related to e-cigarettes. Methods Manual content analysis was conducted for 17,098 tweets. These tweets were coded for five categories: e-cigarette relevance, sentiment, user description, genre, and theme. Machine learning classification models were then built for each of these five categories, and word groupings (n-grams) were used to define the feature space for each classifier. Results Predictive performance scores for classification models indicated that the models correctly labeled the tweets with the appropriate variables between 68.40% and 99.34% of the time, and the percentage of maximum possible improvement over a random baseline that was achieved by the classification models ranged from 41.59% to 80.62%. Classifiers with the highest performance scores that also achieved the highest percentage of the maximum possible improvement over a random baseline were Policy/Government (performance: 0.94; % improvement: 80.62%), Relevance (performance: 0.94; % improvement: 75.26%), Ad or Promotion (performance: 0.89; % improvement: 72.69%), and Marketing (performance: 0.91; % improvement: 72.56%). The most appropriate word-grouping unit (n-gram) was 1 for the majority of classifiers. Performance continued to marginally increase with the size of the training dataset of manually annotated data, but eventually leveled off. Even at low dataset sizes of 4000 observations, performance characteristics were fairly sound. Conclusions Social media outlets

  18. Facebook's Spiral of Silence and Participation: The Role of Political Expression on Facebook and Partisan Strength in Political Participation.

    Science.gov (United States)

    Kim, Mihee

    2016-12-01

    This study investigated how Facebook's spiral of silence influences political participation. For doing so, this study focused on the roles of politically expressive activities on Facebook and individuals' levels of partisan strength. An online survey (N = 277) was conducted with Facebook users. Results showed that a perceived hostile opinion climate on Facebook was negatively associated with political expression on Facebook, which, in turn, was positively related with political participation. This indirect relationship was conditioned by the degree of Facebook users' partisan strength. Those with weak or moderate levels of partisan strength were less likely to express their minority views, which led to decrease their political participation in the real world. Such indirect relationship was not the case for those with high levels of partisan strength. Theoretical and political implications of these findings were discussed.

  19. Who Tweets with Their Location? Understanding the Relationship between Demographic Characteristics and the Use of Geoservices and Geotagging on Twitter.

    Directory of Open Access Journals (Sweden)

    Luke Sloan

    Full Text Available In this paper we take advantage of recent developments in identifying the demographic characteristics of Twitter users to explore the demographic differences between those who do and do not enable location services and those who do and do not geotag their tweets. We discuss the collation and processing of two datasets-one focusing on enabling geoservices and the other on tweet geotagging. We then investigate how opting in to either of these behaviours is associated with gender, age, class, the language in which tweets are written and the language in which users interact with the Twitter user interface. We find statistically significant differences for both behaviours for all demographic characteristics, although the magnitude of association differs substantially by factor. We conclude that there are significant demographic variations between those who opt in to geoservices and those who geotag their tweets. Not withstanding the limitations of the data, we suggest that Twitter users who publish geographical information are not representative of the wider Twitter population.

  20. Tweet for the cure: A snapshot of Twitter usage by 3 U.S. oncologic professional societies

    Directory of Open Access Journals (Sweden)

    Sachin R. Jhawar, MD

    2017-07-01

    Conclusion: ASTRO's use of Twitter lags behind ASCO and SSO. Although all 3 societies show increased Twitter use during their annual meetings, they should work toward more meaningful engagement throughout the year. The new metrics of tweet density and supporter ratio will serve as benchmarks for member engagement in future studies.

  1. Hubungan antara Terpaan Tweet Iklan pada Akun Twitter @Infotembalang dan Brand Awareness @CalzoneUp dengan Minat Beli Masyarakat

    OpenAIRE

    Fatma, Sofi Kumala; Pradekso, Tandiyo; Setiabudi, Djoko

    2014-01-01

    NAMA : SOFI KUMALA FATMANIM : D2C009113JUDUL : HUBUNGAN ANTARA TERPAAN TWEET IKLAN PADAAKUN TWITTER @INFOTEMBALANG DAN BRANDAWARENESS @CALZONEUP DENGAN MINAT BELIMASYARAKATABSTRAKPemanfaatan media sosial khususnya Twitter saat ini bukan hanya sebagai saranaberkomunikasi, melainkan juga sebagai media untuk keperluan pemasaran.@infotembalang di sini merupakan salah satu dari sekian banyak akun Twitteryang banyak dilirik brand lokal, yang digunakan untuk menawarkan produkmereka. Salah satu brand...

  2. Twitter as a news source : How Dutch and British newspapers used tweets in their news coverage, 2007–2011

    NARCIS (Netherlands)

    Broersma, M.J.; Graham, T.S.

    2013-01-01

    Twitter has become a convenient, cheap and effective beat for journalists in search of news and information. Reporters today increasingly aggregate information online and embed it in journalism discourse. In this paper, we analyse how tweets have increasingly been included as quotes in newspaper

  3. Tweet if you want to be sustainable: a thematic analysis of a Twitter chat to discuss sustainability in nurse education.

    Science.gov (United States)

    Richardson, Janet; Grose, Jane; Nelmes, Pam; Parra, Gema; Linares, Manuel

    2016-05-01

    To explore the concept of sustainability in nursing using social media as a vehicle for discussion on the topic. There is a need for an increased awareness among nurses of the issues that are crucial for the healthcare sector to prepare for climate change and contribute to sustainable development. However, topics about sustainability and climate change are not a requirement of nursing curricula in Europe; social media provides an opportunity to raise issues and promote discussion. A thematic analysis of a Twitter discussion. A Twitter discussion session hosted by @WeNurses took place on 24 March 2015 over 1 hour. Data were gathered via this online discussion hosted on Twitter, a social media platform. Following the discussion a thematic analysis of the posted Tweets was conducted. One hundred and nineteen people posted nine hundred and ninety six Tweets, a reach of 3,306,368. Tweets broadly followed the questions posted by the team. Several threads related to the sustainable use of healthcare resources and the need to reduce waste was evident. A Word Cloud of the Tweets highlighted prominent words in the discussion: sustainability, nursing/nurses, curriculum, important, waste, practice, resources, student, plastic, health, gloves. Social media is an effective way of engaging nurses and students in a discussion on challenging issues. Sustainability appears to be important for nurses, with a particular emphasis on resource use and the importance of sustainability topics in nurse education. © 2016 John Wiley & Sons Ltd.

  4. Fake News and Indifference to Scientific Fact : President Trump's Confused Tweets on Global Warming, Climate Change and Weather

    NARCIS (Netherlands)

    D.E. Allen (David); M.J. McAleer (Michael)

    2018-01-01

    markdownabstractA set of 115 tweets on climate change by President Trump, from 2011 to 2015, are analysed by means of the data mining technique, sentiment analysis. The intention is to explore the contents and sentiments of the messages contained, the degree to which they differ, and their

  5. Fake News and Indifference to Truth : Dissecting Tweets and State of the Union Addresses by Presidents Obama and Trump

    NARCIS (Netherlands)

    D.E. Allen (David); M.J. McAleer (Michael); D. McHardy Reid (David)

    2018-01-01

    textabstractState of the Union Addresses (SOUA) by two recent US Presidents, President Obama (2016) and President Trump (2018), and a series of recent of tweets by President Trump, are analysed by means of the data mining technique, sentiment analysis. The intention is to explore the contents and

  6. Peringkasan Tweet Berdasarkan Trending Topic Twitter Dengan Pembobotan TF-IDF dan Single Linkage AngglomerativeHierarchical Clustering

    Directory of Open Access Journals (Sweden)

    Annisa Annisa

    2016-10-01

    Full Text Available Trending topic is a feature provided by twitter that informs something widely discussed by users in a particular time. The form of a trending topic is a hashtag and can be selected by clicking. However, the number of tweets for each trending topics can be very large, so it will be difficult if we want to know all the contents. So, in order to make easy when reading the topic, a small number of tweets can be selected as the main idea of the topic. In this study, we applied the Agglomerative Single Linkage Hierarchical Clustering by calculating the TF-IDF value for each word in advance. We used 100 trending topics, where each topic consists of 50 tweets in Indonesian. For testing, we provided 30 trending topics which consist of 2 until 9 sub-topics. The result is that each trending topics can be summarized into shorter text contains 2 until 9 tweets. We were able to summarize 1 trending topics exactly same as the topic summarized by human expert. However, the rest of topics corresponded partially with human expert.

  7. Materialists on Facebook: the self-regulatory role of social comparisons and the objectification of Facebook friends

    OpenAIRE

    Ozimek, Phillip; Baer, Fiona; Förster, Jens

    2017-01-01

    In this study, we examine chronic materialism as a possible motive for Facebook usage. We test an explanatory mediation model predicting that materialists use Facebook more frequently, because they compare themselves to others, they objectify and instrumentalize others, and they accumulate friends. For this, we conducted two online surveys (N1 = 242, N2 = 289) assessing demographic variables, Facebook use, social comparison, materialism, objectification and instrumentalization. Results confir...

  8. An observational study of social and emotional support in smoking cessation Twitter accounts: content analysis of tweets.

    Science.gov (United States)

    Rocheleau, Mary; Sadasivam, Rajani Shankar; Baquis, Kate; Stahl, Hannah; Kinney, Rebecca L; Pagoto, Sherry L; Houston, Thomas K

    2015-01-14

    Smoking continues to be the number one preventable cause of premature death in the United States. While evidence for the effectiveness of smoking cessation interventions has increased rapidly, questions remain on how to effectively disseminate these findings. Twitter, the second largest online social network, provides a natural way of disseminating information. Health communicators can use Twitter to inform smokers, provide social support, and attract them to other interventions. A key challenge for health researchers is how to frame their communications to maximize the engagement of smokers. Our aim was to examine current Twitter activity for smoking cessation. Active smoking cessation related Twitter accounts (N=18) were identified. Their 50 most recent tweets were content coded using a schema adapted from the Roter Interaction Analysis System (RIAS), a theory-based, validated coding method. Using negative binomial regression, the association of number of followers and frequency of individual tweet content at baseline was assessed. The difference in followership at 6 months (compared to baseline) to the frequency of tweet content was compared using linear regression. Both analyses were adjusted by account type (organizational or not organizational). The 18 accounts had 60,609 followers at baseline and 68,167 at 6 months. A total of 24% of tweets were socioemotional support (mean 11.8, SD 9.8), 14% (mean 7, SD 8.4) were encouraging/engagement, and 62% (mean 31.2, SD 15.2) were informational. At baseline, higher frequency of socioemotional support and encouraging/engaging tweets was significantly associated with higher number of followers (socioemotional: incident rate ratio [IRR] 1.09, 95% CI 1.02-1.20; encouraging/engaging: IRR 1.06, 95% CI 1.00-1.12). Conversely, higher frequency of informational tweets was significantly associated with lower number of followers (IRR 0.95, 95% CI 0.92-0.98). At 6 months, for every increase by 1 in socioemotional tweets, the

  9. Tweet My Street: A Cross-Disciplinary Collaboration for the Analysis of Local Twitter Data

    Directory of Open Access Journals (Sweden)

    Graeme Mearns

    2014-05-01

    Full Text Available Tweet My Street is a cross-disciplinary project exploring the extent to which data derived from Twitter can reveal more about spatial and temporal behaviours and the meanings attached to these locally. This is done with a longer-term view to supporting the coproduction and delivery of local services, complaint mechanisms and horizontal community support networks. The project has involved the development of a web-based software application capable of retrieving, storing and visualising geo-located “tweets” (and associated digital content from Twitter’s Firehose. This has been piloted in Newcastle upon Tyne (UK and has proven a scalable tool that can aid the analysis of social media data geographically. Beyond explaining efforts to analyse pilot data via this software, this paper elucidates three methodological challenges encountered during early collaboration. These include issues relating to “proximity” with subjects, ethics and critical questions about scholars’ digital responsibilities during the neogeographic turn.

  10. A Framework for Sentiment Analysis Implementation of Indonesian Language Tweet on Twitter

    Science.gov (United States)

    Asniar; Aditya, B. R.

    2017-01-01

    Sentiment analysis is the process of understanding, extracting, and processing the textual data automatically to obtain information. Sentiment analysis can be used to see opinion on an issue and identify a response to something. Millions of digital data are still not used to be able to provide any information that has usefulness, especially for government. Sentiment analysis in government is used to monitor the work programs of the government such as the Government of Bandung City through social media data. The analysis can be used quickly as a tool to see the public response to the work programs, so the next strategic steps can be taken. This paper adopts Support Vector Machine as a supervised algorithm for sentiment analysis. It presents a framework for sentiment analysis implementation of Indonesian language tweet on twitter for Work Programs of Government of Bandung City. The results of this paper can be a reference for decision making in local government.

  11. What do computer scientists tweet? Analyzing the link-sharing practice on Twitter.

    Directory of Open Access Journals (Sweden)

    Marco Schmitt

    Full Text Available Twitter communication has permeated every sphere of society. To highlight and share small pieces of information with possibly vast audiences or small circles of the interested has some value in almost any aspect of social life. But what is the value exactly for a scientific field? We perform a comprehensive study of computer scientists using Twitter and their tweeting behavior concerning the sharing of web links. Discerning the domains, hosts and individual web pages being tweeted and the differences between computer scientists and a Twitter sample enables us to look in depth at the Twitter-based information sharing practices of a scientific community. Additionally, we aim at providing a deeper understanding of the role and impact of altmetrics in computer science and give a glance at the publications mentioned on Twitter that are most relevant for the computer science community. Our results show a link sharing culture that concentrates more heavily on public and professional quality information than the Twitter sample does. The results also show a broad variety in linked sources and especially in linked publications with some publications clearly related to community-specific interests of computer scientists, while others with a strong relation to attention mechanisms in social media. This refers to the observation that Twitter is a hybrid form of social media between an information service and a social network service. Overall the computer scientists' style of usage seems to be more on the information-oriented side and to some degree also on professional usage. Therefore, altmetrics are of considerable use in analyzing computer science.

  12. What do computer scientists tweet? Analyzing the link-sharing practice on Twitter.

    Science.gov (United States)

    Schmitt, Marco; Jäschke, Robert

    2017-01-01

    Twitter communication has permeated every sphere of society. To highlight and share small pieces of information with possibly vast audiences or small circles of the interested has some value in almost any aspect of social life. But what is the value exactly for a scientific field? We perform a comprehensive study of computer scientists using Twitter and their tweeting behavior concerning the sharing of web links. Discerning the domains, hosts and individual web pages being tweeted and the differences between computer scientists and a Twitter sample enables us to look in depth at the Twitter-based information sharing practices of a scientific community. Additionally, we aim at providing a deeper understanding of the role and impact of altmetrics in computer science and give a glance at the publications mentioned on Twitter that are most relevant for the computer science community. Our results show a link sharing culture that concentrates more heavily on public and professional quality information than the Twitter sample does. The results also show a broad variety in linked sources and especially in linked publications with some publications clearly related to community-specific interests of computer scientists, while others with a strong relation to attention mechanisms in social media. This refers to the observation that Twitter is a hybrid form of social media between an information service and a social network service. Overall the computer scientists' style of usage seems to be more on the information-oriented side and to some degree also on professional usage. Therefore, altmetrics are of considerable use in analyzing computer science.

  13. Exploring Hospitals' Use of Facebook: Thematic Analysis.

    Science.gov (United States)

    Kordzadeh, Nima; Young, Diana K

    2018-05-16

    Although health care organizations such as hospitals and clinics have widely embraced social media as a means to educate the community on health topics and increase patient loyalty and satisfaction, little is known about the content these organizations actually share when using social media channels. This study aimed to explore the types of content US hospitals post on their Facebook pages and how hospitals' Facebook activities differ with regard to content types. We collected and thematically analyzed more than 1700 Facebook posts made over a 3-month period by 17 US hospitals. During the first phase, the 2 researchers coded a set of 159 posts and created an initial thematic web of content. During the second phase, the researchers coded the remaining posts and then revised, refined, and validated the initial web of content accordingly. Coding consensus was achieved on 1184 of the 1548 analyzable sampled posts (76.49%). We identified a list of 13 unique health social media post themes and classified those themes into 3 thematic groups that included announcing, sharing, and recognizing activities. The most frequently used theme was sharing health information, which appeared in 35.81% (424/1184) of the posts analyzed. Such posts sought to provide health tips and advice to community members. Recognizing special days and recognizing employees were the second and third most frequently used themes, respectively, with 14.95% (177/1184) and 11.82% (140/1184) of the posts containing those themes. The frequency of these themes was surprising as the content was geared more toward stakeholders internal to the organization, although most previous literature has focused on social media as a tool to connect with external stakeholders. In addition, we found many of the posts involved more than one theme, and selected sets of themes co-occurred frequently. For example, 25.4% (45/177) of the posts recognizing special days also included content to share health information, and

  14. Why is Facebook so successful? Psychophysiological measures describe a core flow state while using Facebook.

    Science.gov (United States)

    Mauri, Maurizio; Cipresso, Pietro; Balgera, Anna; Villamira, Marco; Riva, Giuseppe

    2011-12-01

    People are more and more using social networking sites (SNSs) like Facebook and MySpace to engage with others. The use of SNSs can have both positive and negative effect on the individual; however, the increasing use of SNSs might reveal that people look for SNSs because they have a positive experience when they use them. Few studies have tried to identify which particular aspects of the social networking experience make SNSs so successful. In this study we focus on the affective experience evoked by SNSs. In particular, we explore whether the use of SNSs elicits a specific psychophysiological pattern. Specifically, we recorded skin conductance, blood volume pulse, electroencephalogram, electromyography, respiratory activity, and pupil dilation in 30 healthy subjects during a 3-minute exposure to (a) a slide show of natural panoramas (relaxation condition), (b) the subject's personal Facebook account, and (c) a Stroop and mathematical task (stress condition). Statistical analysis of the psychophysiological data and pupil dilation indicates that the Facebook experience was significantly different from stress and relaxation on many linear and spectral indices of somatic activity. Moreover, the biological signals revealed that Facebook use can evoke a psychophysiological state characterized by high positive valence and high arousal (Core Flow State). These findings support the hypothesis that the successful spread of SNSs might be associated with a specific positive affective state experienced by users when they use their SNSs account.

  15. "Just Facebook Me": A Study on the Integration of Facebook into a German Language Curriculum

    Science.gov (United States)

    Leier, Vera; Cunningham, Una

    2016-01-01

    Student and teacher activity in a closed Facebook group for a tertiary German class was observed during a 12-week teaching semester. This was complemented by questionnaires, semi-structured interviews with students, and teacher reflections in a researcher journal. Collected data were analysed using an inductive thematic analysis followed by a…

  16. Facebook and self-perception: individual susceptibility to negative social comparison on Facebook

    NARCIS (Netherlands)

    de Vries, D.A.; Kühne, R.

    2015-01-01

    Social network sites such as Facebook give off the impression that others are doing better than we are. As a result, the use of these sites may lead to negative social comparison (i.e., feeling like others are doing better than oneself). According to social comparison theory, such negative social

  17. The side-effects of the "Facebook effect": challenging Facebook's "organ donor" application.

    Science.gov (United States)

    Peña, Adam M

    2014-01-01

    A recent study published in the American Journal of Organ Transplantation proposes that an organ donor application in Facebook can increase the rates at which individuals donate organs. While I offer support for the use of social media mechanisms in the service of the promotion of organ donation public health initiatives, there are several ethical concerns surrounding informed consent. While Facebook has made a noble effort to aid public health initiatives focused on organ donation, the current application does not promote decisions that are based on individuals' personal values and goals. Without an intervention that promotes an understanding and appreciation of a decision for or against donation, the application does not obtain informed consent. Without first ensuring that a Facebook member has registered with her or his own state donor registry, this social media mechanism may create more confusion than clarity about an individual's organ donor status. If Facebook desires to have a positive impact on the rates of organ donation, it must do so in a manner that obtains proper consent and promotes ethically informed decisions.

  18. In Your Facebook: Examining Facebook Usage as Misbehavior on Perceived Teacher Credibility

    Science.gov (United States)

    Hutchens, Jason S.; Hayes, Timothy

    2014-01-01

    Teachers sometimes do things that negatively impact their own credibility in classroom settings. One way instructors maintain credibility among students is by keeping a veil between their personal and professional personas. The advent of Facebook presents new challenges for instructors seeking to keep their personal lives private in order to…

  19. Exploring the use of a Facebook page in anatomy education.

    Science.gov (United States)

    Jaffar, Akram Abood

    2014-01-01

    Facebook is the most popular social media site visited by university students on a daily basis. Consequently, Facebook is the logical place to start with for integrating social media technologies into education. This study explores how a faculty-administered Facebook Page can be used to supplement anatomy education beyond the traditional classroom. Observations were made on students' perceptions and effectiveness of using the Page, potential benefits and challenges of such use, and which Insights metrics best reflect user's engagement. The Human Anatomy Education Page was launched on Facebook and incorporated into anatomy resources for 157 medical students during two academic years. Students' use of Facebook and their perceptions of the Page were surveyed. Facebook's "Insights" tool was also used to evaluate Page performance during a period of 600 days. The majority of in-class students had a Facebook account which they adopted in education. Most students perceived Human Anatomy Education Page as effective in contributing to learning and favored "self-assessment" posts. The majority of students agreed that Facebook could be a suitable learning environment. The "Insights" tool revealed globally distributed fans with considerable Page interactions. The use of a faculty-administered Facebook Page provided a venue to enhance classroom teaching without intruding into students' social life. A wider educational use of Facebook should be adopted not only because students are embracing its use, but for its inherent potentials in boosting learning. The "Insights" metrics analyzed in this study might be helpful when establishing and evaluating the performance of education-oriented Facebook Pages. © 2013 American Association of Anatomists.

  20. Space Operations Learning Center Facebook Application

    Science.gov (United States)

    Lui, Ben; Milner, Barbara; Binebrink, Dan; Kuok, Heng

    2012-01-01

    The proposed Space Operations Learning Center (SOLC) Facebook module, initially code-named Spaceville, is intended to be an educational online game utilizing the latest social networking technology to reach a broad audience base and inspire young audiences to be interested in math, science, and engineering. Spaceville will be a Facebook application/ game with the goal of combining learning with a fun game and social environment. The mission of the game is to build a scientific outpost on the Moon or Mars and expand the colony. Game activities include collecting resources, trading resources, completing simple science experiments, and building architectures such as laboratories, habitats, greenhouses, machine shops, etc. The player is awarded with points and achievement levels. The player s ability increases as his/her points and levels increase. A player can interact with other players using multiplayer Facebook functionality. As a result, a player can discover unexpected treasures through scientific missions, engineering, and working with others. The player creates his/her own avatar with his/her selection of its unique appearance, and names the character. The player controls the avatar to perform activities such as collecting oxygen molecules or building a habitat. From observations of other successful social online games such as Farmville and Restaurant City, a common element of these games is having eye-catching and cartoonish characters, and interesting animations for all activities. This will create a fun, educational, and rewarding environment. The player needs to accumulate points in order to be awarded special items needed for advancing to higher levels. Trophies will be awarded to the player when certain goals are reached or tasks are completed. In order to acquire some special items needed for advancement in the game, the player will need to visit his/her neighboring towns to discover the items. This is the social aspect of the game that requires the

  1. Facebook y educación

    OpenAIRE

    Yaguana Ojeda, Víctor Manuel

    2017-01-01

    El presente estudio, es una reflexión teórica que tiene como objetivos analizar al Facebook y a la Educación en un contexto donde las tecnologías y los nuevos medios de comunicación e información digital (TIC) desempeñan un papel importante dentro de la sociedad como factor de cambio, crecimiento y desarrollo social, cultural, económico y humano sostenible en el tiempo. Los puntos tratados, así como el desarrollo de la investigación y sus conclusiones, se enmarcan única y exclusivamente en en...

  2. Facebook in teaching: strengths and weaknesses

    OpenAIRE

    González Ramírez, María Reyes; Gascó Gascó, José Luis; Llopis Taverner, Juan

    2015-01-01

    Purpose – The use of online social networks has experienced a vertiginous increase in the last few years, and young people appear as the key players in this trend. Immersed, educated and raised in the middle of technology, the new student generation is one of digital natives. Instead, lecturers are digital immigrants, but the authors have the responsibility to turn a technology which can be a distraction into a teaching tool. Facebook is an example of Web 2.0 technology that owns a huge poten...

  3. Cheating, breakup, and divorce: is Facebook use to blame?

    Science.gov (United States)

    Clayton, Russell B; Nagurney, Alexander; Smith, Jessica R

    2013-10-01

    The purpose of the present study was to investigate the relationship between using the social networking site known as Facebook and negative interpersonal relationship outcomes. A survey of 205 Facebook users aged 18-82 was conducted using a 16-question online survey to examine whether high levels of Facebook use predicted negative relationship outcomes (breakup/divorce, emotional cheating, and physical cheating). It was hypothesized that those with higher levels of Facebook use would demonstrate more negative relationship outcomes than those with lower use. The study then examined whether these relationships were mediated by Facebook-related conflict. Furthermore, the researchers examined length of relationship as a moderator variable in the aforementioned model. The results indicate that a high level of Facebook usage is associated with negative relationship outcomes, and that these relationships are indeed mediated by Facebook-related conflict. This series of relationships only holds for those who are, or have been, in relatively newer relationships of 3 years or less. The current study adds to the growing body of literature investigating Internet use and relationship outcomes, and may be a precursor to further research investigating whether Facebook use attributes to the divorce rate, emotional cheating, and physical cheating.

  4. National accessibility portal and facebook: a case study

    CSIR Research Space (South Africa)

    Butgereit, LL

    2009-09-01

    Full Text Available with disabilities, lists of accessible tourist venues, mailing lists, discussion forums, book reviews, etc. In an effort to reach a wider (and possibly younger) group of potential users, a Facebook application was developed which could be installed in a Facebook...

  5. Millennial Counselors and the Ethical Use of Facebook

    Science.gov (United States)

    Brew, Leah; Cervantes, Joseph M.; Shepard, David

    2013-01-01

    The use of social networking sites (SNS), and Facebook in particular, seems to be on the rise (Salaway, Nelson, & Ellison, 2008). The majority of users tend to be from the millennial generation (Hazlett, 2008), as are the majority of graduate counseling students. This discussion explores several areas regarding the use of Facebook. First, we…

  6. Facebook as an instrument to enhance the career construction ...

    African Journals Online (AJOL)

    Globally, the effects of Facebook® as a social media instrument are far-reaching for all, but more so for the 21st-century adolescent. Although most adolescents spend time on Facebook, this form of social media is inadequately used to enhance their teaching, learning and counselling experiences. Schools increasingly use ...

  7. Student Attitudes and Perceptions of Using Facebook for Language Learning

    Science.gov (United States)

    Gamble, Craig; Wilkins, Michael

    2014-01-01

    This research provides insight into Japanese students' perceptions and attitudes of participating in activities through Facebook for language learning. In addition, the authors discuss the overall implications of and potential uses for Facebook in the field of second language learning and teaching. Ninety-seven students from three private…

  8. Students' Perceptions of English Language Learning in the Facebook Context

    Science.gov (United States)

    AbuSa'aleek, Atef Odeh

    2015-01-01

    Social Networking Sites (SNS) such as Facebook (FB) are currently highly used by students because technology has the potential to become a valuable resource to support their educational communications and collaborations. This paper attempts to present a comprehensive picture of what has been investigated in terms of the use of Facebook as an…

  9. students' appraisal of online interactions with lecturers using facebook

    African Journals Online (AJOL)

    2017-12-01

    Dec 1, 2017 ... available educational resources online that gives students' access to ... their lecturers profile or that they were rarely present online for those who ... Students and teachers are bound to communicate .... using Facebook especially on issues not related ...... usage of Facebook in the higher education context.

  10. Awareness of Facebook Education among Student Teachers in Present Scenario

    Science.gov (United States)

    Joan, Robert

    2015-01-01

    Facebook is one of the most popular social networks in the world. Day by day, it is becoming an indispensable part of people lives affecting the daily routine of people. Developments in Computer Technology lead to developments in Communication Technologies and styles as well. Facebook is one of the significant examples of these developments. In…

  11. Using Facebook to Promote Learning: A Case Study

    Science.gov (United States)

    Schoper, Sarah E.; Hill, Aaron R.

    2017-01-01

    A growing body of research is examining the use of social media on college campuses. This study explores the use of one social media outlet, specifically Facebook's closed group feature, in two graduate courses. Findings show that using Facebook can promote student learning. Students used the groups for sharing ideas and support, asking questions,…

  12. Facebook Activities and the Investment of L2 Learners

    Science.gov (United States)

    Shafie, Latisha Asmaak; Yaacob, Aizan; Singh, Paramjit Kaur Karpal

    2016-01-01

    The article discusses the investment of L2 learners in the English language on Facebook that they portrayed through their Facebook activities. It studied four informants consisted of diploma students in a Malaysian university. The study consisted of 14 weeks of online observation and semi-structured interviews. Data were collected from online…

  13. New Parents' Facebook Use at the Transition to Parenthood

    Science.gov (United States)

    Bartholomew, Mitchell K.; Schoppe-Sullivan, Sarah J.; Glassman, Michael; Dush, Claire M. Kamp; Sullivan, Jason M.

    2012-01-01

    New parents' Facebook use was examined from a social capital perspective. Surveys regarding Facebook use and parenting satisfaction, parenting self-efficacy, and parenting stress were completed by 154 mothers and 150 fathers as part of a larger study of dual-earner, Midwestern U.S. couples making the transition to parenthood. Results indicated…

  14. The Role of Facebook in Fostering Transfer Student Integration

    Science.gov (United States)

    Nehls, Kimberly

    2014-01-01

    Persistence of transfer students is greatly influenced by academic and social integration at receiving institutions. The purpose of this study was to examine how transfer students and student affairs professionals used Facebook during the initial transition to campus. Findings from 15 different institutional Facebook groups revealed that transfer…

  15. Unravelling Facebook: A Pedagogical Tool during the Syrian Crisis

    Science.gov (United States)

    Ramadan, Reem

    2017-01-01

    This paper aims to analyse the role of Facebook in academia during the Syrian crisis. Data were collected by means of an online survey from 726 students at Damascus University (Males = 446, Females = 280). Results indicated that Facebook facilitated communication and resource sharing in times of war and crisis where safe commuting posed a…

  16. Using a Facebook Closed Group to Improve EFL Students' Writing

    Science.gov (United States)

    Rodliyah, Rojab Siti

    2016-01-01

    This study investigates how social media, in this case Facebook, can be incorporated in ELT through e-dialogue journal writing shared in a Facebook closed group. Fifteen EFL students participated in this case study. They were second, third, and fourth year students of English Education Department of a university in Bandung, who voluntarily joined…

  17. Factors Affecting Perceived Satisfaction with Facebook in Education

    Science.gov (United States)

    Kanthawongs, Penjuree; Kanthawongs, Penjira; Chitcharoen, Chaisak

    2016-01-01

    [For full proceedings, see ED571332.]The aim of this study is to explore the impact of perspectives on Facebook in education and relational commitment towards perceived satisfaction with Facebook. The sample included 157 students of two private universities in Bangkok and Pathum Thani province of Thailand during April to May of academic year 2015…

  18. Integrating Qualitative Components in Quantitative Courses Using Facebook

    Science.gov (United States)

    Milburn, Ashlea Bennett; Braham, Andrew; McClinton, Jeton

    2014-01-01

    Given Facebook's growing audience among young adults worldwide and the increasing importance of technology, educators are beginning to explore the appropriateness of its use in higher education. The objectives of this paper are to describe the use of Facebook in a transportation logistics course and to compare student perceptions of using Facebook…

  19. Social media as a shield: Facebook buffers acute stress.

    Science.gov (United States)

    Rus, Holly M; Tiemensma, Jitske

    2018-03-01

    Facebook remains the most widely used social media platform. Research suggests that Facebook may both enhance and undermine psychosocial constructs related to well-being, and that it may impair physiological stress recovery. However, little is known about its influence on stress reactivity. Using novel experimental methods, this study examined how Facebook influences reactivity to an acute social stressor. Facebook users (n=104, 53 males, mean age 19.50, SD=1.73) were randomly assigned to use their own Facebook account or sit quietly with the option of reading electronic magazines before experiencing an acute social stressor. All participants showed significant changes in subjective and physiological stress markers in response to the stressor. However, participants who used Facebook experienced lower levels of psychosocial stress, physiological stress, and rated the stressor as less threatening (p'sFacebook use may buffer stress-in particular psychosocial stress-if used before experiencing an acute social stressor. This study is among the first to incorporate both objective and subjective measures in investigating the complex relationship between Facebook use and well-being. Copyright © 2017 Elsevier Inc. All rights reserved.

  20. Using Facebook Data to Turn Introductory Statistics Students into Consultants

    Science.gov (United States)

    Childers, Adam F.

    2017-01-01

    Facebook provides businesses and organizations with copious data that describe how users are interacting with their page. This data affords an excellent opportunity to turn introductory statistics students into consultants to analyze the Facebook data using descriptive and inferential statistics. This paper details a semester-long project that…

  1. Investigatory Trends in Emerging Facebook Research: Implications for Communication Scholarship

    Science.gov (United States)

    Fenner, Christopher J.; Pitrowski, Chris

    2017-01-01

    Since the advent of Facebook, researchers across academic disciplines have examined the nature and scope of scholarship regarding this SNS. Based on a content analysis approach, Piotrowski (2012) reported that many popular issues in the media on the topic of Facebook are largely ignored by research investigators. Due to the proliferation of…

  2. THE PLACE OF FACEBOOK IN INTERNATIONAL SOCIAL NETWORK PORTFOLIO

    Directory of Open Access Journals (Sweden)

    ALIN CRISTIAN ISAC

    2012-12-01

    Full Text Available The paper aims to present a structure for social networks by various criteria, such as: user types, informational technology used as support and developed applications. Based on these elements, we presented Facebook not only in terms of user numbers and their evolution but also regarding the Facebook business, starting from share listing on international markets.

  3. Challenges and Opportunities for Business Communication: A Facebook Approach Conundrum

    Science.gov (United States)

    Huang, Chung-Kai; Lin, Chun-Yu; Villarreal, Daniel Steve

    2014-01-01

    Facebook is currently one of the most popular platforms for online social networking among university students. The ever-growing prevalence of Facebook has led business educators to explore what role social networking technology might play in business training and professional development. Nonetheless, much is left to be learned about how Facebook…

  4. Facebook: Challenges and Opportunities for Business Communication Students

    Science.gov (United States)

    Decarie, Christina

    2010-01-01

    In this article, the author describes her experience with networking on Facebook and discusses some important challenges and opportunities for business communication students. Facebook requires and enhances strong writing and interpersonal communication skills and it requires something new--a kind of literacy that students and teachers alike are…

  5. Facebook's Effect on Learning in Higher Education: An Empirical Investigation

    Science.gov (United States)

    Duncan, Doris G.; Barczyk, Casimir C.

    2016-01-01

    Due in part to its widespread acceptance, Facebook has been adopted as a tool for higher education courses. Proponents claim that Facebook-enhanced courses facilitate an increased community of practice, sense of learning and sense of connectedness compared to non-enhanced courses. This empirical study uses a survey methodology in an independent…

  6. Evaluating college students’ displayed alcohol references on Facebook and Twitter

    Science.gov (United States)

    Moreno, Megan A.; Arseniev-Koehler, Alina; Litt, Dana; Christakis, Dimitri

    2018-01-01

    Purpose Current trends suggest adolescents and young adults typically maintain a social media “portfolio” of several sites including Facebook and Twitter, but little is known regarding how an individual chooses to display risk behaviors across these different sites. The purpose of this study was to investigate college students’ displayed alcohol references on both Facebook and Twitter. Methods Among a larger sample of college students from two universities, we identified participants who maintained both Facebook and Twitter profiles. Data collection included evaluation of 5 months of participants’ Facebook and Twitter posts for alcohol references, number of social connections (i.e. friends or followers) and number of posts. Phone interviews assessed participants’ frequency of Facebook and Twitter use and self-reported alcohol use. Analyses included Fisher’s exact test, Wilcoxon matched pair sign test, Freidman rank-sum tests and logistic regression. Results Of 112 eligible participants, 94 (RR=84.8%) completed the study. Participants were more likely to display alcohol references on Facebook compared to Twitter (76% versus 34%, p=0.02). Participants reported more social connections on Facebook versus Twitter (average 801.2 friends versus 189.4 followers, pTwitter (94.6% versus 50%, pTwitter displayed alcohol references, but mediators differed in each model. Discussion College students were more likely to display alcohol references on Facebook compared to Twitter. Understanding these patterns and predictors may inform prevention and intervention efforts directed at particular social media sites. PMID:26995291

  7. Students' use of Facebook for peer-to-peer learning

    DEFF Research Database (Denmark)

    Dalsgaard, Christian

    are using Facebook groups to help each other with all kinds of school-related matters, including issues relating directly to academic subjects. Based on the findings from the study, the paper concludes that there is an educational potential of Facebook groups in supporting peer-to-peer learning between...

  8. The Reluctance to be on a Facebook Sabbatical

    DEFF Research Database (Denmark)

    Bröns, Pernille; Greifeneder, Elke Susanne; Støvring, Sonia

    2013-01-01

    sabbatical on students; two further studies explored the Facebook usage behaviour of students who felt that a sabbatical would affect them aversely. The results indicate that Facebook plays a more central role in student’s lives than that of a mere platform for procrastination. It is a place that combines...

  9. Increasing Student Participation in Online Group Discussions via Facebook

    Science.gov (United States)

    Miller, Scott T.

    2013-01-01

    A comparison study between two different methods of conducting online discussions in an introductory astronomy course was performed to determine if the use of Facebook as an online discussion tool has an impact on student participation as well as student response time. This study shows that students using Facebook for their online discussions…

  10. Relationship between High School Students' Facebook Addiction and Loneliness Status

    Science.gov (United States)

    Karakose, Turgut; Yirci, Ramazan; Uygun, Harun; Ozdemir, Tuncay Yavuz

    2016-01-01

    This study was conducted in order to analyze the relation between high school students' Facebook addiction and loneliness levels. The study was conducted with the relational screening model. The sample of the study consists of 712 randomly selected high school students. The data was collected using the Bergen Facebook Addiction Scale (BFAS) to…

  11. MEANING, LANGUAGE, DAN THOUGHT REMAJA PENGGUNA FACEBOOK DI INDONESIA

    Directory of Open Access Journals (Sweden)

    Husen Mony

    2015-05-01

    Full Text Available This study departs from phenomena of sexual crime to female teenagers which start from their interactions in Facebook. Its level of analysis was conducted in level, namely micro level in form of textual study, messo level in form of study of actor behaviors (interviews: exploration and inspection, and macro level in form of study of cultural content. Finding of the study they are: (1 micro level, victims tend to divide their personal information openly in Facebook. The actor (Ilham tended to manipulate his personal data on the account of Facebook; (2 messo level, actions (symbolic conducted by victims were based on bad relationship (communication with their mothers, an effort to seek figures of father, promises of prizes of the actor. The actions of the actor were based on the socialization environment (friendship, his perception to female teenagers in Facebook as a sexual object; (3 macro level, there is a gap (skill and knowledge and technological unconsciousness of the actor, parents are unable to accelerate themselves with the advancement of technology, orientation of educational system which has not touched the aspect of building the students consciousness on technology application in a healthy and positive manner, and law enforcement which has not used symbol and language in Facebook as an evidences. Othe finding namely Facebook (new media is a neutral medium. There are conditions beyond Facebook such as broken home family which dominantly triggering the sexual crimes on the female teenagers..   Penelitian ini berangkat dari fenomena kejahatan seksual terhadap remaja utrid yang bermula dari interaksi mereka di Facebook. Level analisisnya yaitu, studi teks, studi tindakan utri, studi konteks utrid l (network ecology narrative, wawancara, dan observasi. Temuan penelitian, yaitu: (1 level mikro, korban cenderung membagi informasi pribadinya secara terbuka di Facebook. Pelaku (Ilham cenderung memanipulasi data diri di akun Facebook (2 level

  12. Effects of Perceived Values on Continuance Usage of Facebook

    Science.gov (United States)

    Yang, Heng-Li; Lai, Cheng-Yu

    Facebook is one of the renowned social networking sites (SNS) on the Internet. As compared to the conventional SNS, it not only provides social interaction features, but has more entertainment elements on the website. Many Facebook users use the website for the purpose of playing the embedded games rather than use its original social features, i.e., individual's perceived values about the usage of Facebook may have changed. Consequently, it is an interesting issue to know individual's perceived values and satisfaction toward continuance usage of the new style SNS like Facebook. Based on prior literatures, three different value orientations, including social orientation, entertainment orientation and fashion orientation, were adopted in this study to examine their influence on individual's satisfaction and continuance intention to use Facebook. An empirical survey and partial least squares (PLS) technology was utilized to test the proposed hypotheses. Several empirical results were found. Both academic and practical implications are discussed.

  13. The Ethnographic Use of Facebook in Everyday Life

    DEFF Research Database (Denmark)

    Dalsgaard, Steffen

    2016-01-01

    New social media have become indispensable to people all over the world as platforms for communication, with Facebook being the most popular. Hence, platforms such as Facebook are also becoming crucial tools for ethnographers because much social life now exists ‘online’. What types of field...... relations stem from such social media-driven ethnography? And what kinds of data do these relations present to the ethnographer? These questions must be considered in order to understand the challenges Facebook and other social media pose to ethnographic methodology. This article focuses on how Facebook may...... play an important role even in ethnographic work concerned with questions other than how Facebook works as a social medium. Most importantly it allows the ethnographer to keep up-to-date with the field. I argue that ethnography is already in possession of the methodological tools critically to assess...

  14. Facebook Use and Disordered Eating in College-Aged Women.

    Science.gov (United States)

    Walker, Morgan; Thornton, Laura; De Choudhury, Munmun; Teevan, Jaime; Bulik, Cynthia M; Levinson, Cheri A; Zerwas, Stephanie

    2015-08-01

    Disordered eating behavior-dieting, laxative use, fasting, binge eating-is common in college-aged women (11%-20%). A documented increase in the number of young women experiencing eating psychopathology has been blamed on the rise of engagement with social media sites such as Facebook. We predicted that college-aged women's Facebook intensity (e.g., the amount of time spent on Facebook, number of Facebook friends, and integration of Facebook into daily life), online physical appearance comparison (i.e., comparing one's appearance to others' on social media), and online "fat talk" (i.e., talking negatively about one's body) would be positively associated with their disordered eating behavior. In an online survey, 128 college-aged women (81.3% Caucasian, 6.7% Asian, 9.0% African-American, and 3.0% Other) completed items, which measured their disordered eating, Facebook intensity, online physical appearance comparison, online fat talk, body mass index, depression, anxiety, perfectionism, impulsivity, and self-efficacy. In regression analyses, Facebook intensity, online physical appearance comparison, and online fat talk were significantly and uniquely associated with disordered eating and explained a large percentage of the variance in disordered eating (60%) in conjunction with covariates. However, greater Facebook intensity was associated with decreased disordered eating behavior, whereas both online physical appearance comparison and online fat talk were associated with greater disordered eating. College-aged women who endorsed greater Facebook intensity were less likely to struggle with disordered eating when online physical appearance comparison was accounted for statistically. Facebook intensity may carry both risks and benefits for disordered eating. Copyright © 2015 Society for Adolescent Health and Medicine. Published by Elsevier Inc. All rights reserved.

  15. Dengue prediction by the web: Tweets are a useful tool for estimating and forecasting Dengue at country and city level.

    Directory of Open Access Journals (Sweden)

    Cecilia de Almeida Marques-Toledo

    2017-07-01

    Full Text Available Infectious diseases are a leading threat to public health. Accurate and timely monitoring of disease risk and progress can reduce their impact. Mentioning a disease in social networks is correlated with physician visits by patients, and can be used to estimate disease activity. Dengue is the fastest growing mosquito-borne viral disease, with an estimated annual incidence of 390 million infections, of which 96 million manifest clinically. Dengue burden is likely to increase in the future owing to trends toward increased urbanization, scarce water supplies and, possibly, environmental change. The epidemiological dynamic of Dengue is complex and difficult to predict, partly due to costly and slow surveillance systems.In this study, we aimed to quantitatively assess the usefulness of data acquired by Twitter for the early detection and monitoring of Dengue epidemics, both at country and city level at a weekly basis. Here, we evaluated and demonstrated the potential of tweets modeling for Dengue estimation and forecast, in comparison with other available web-based data, Google Trends and Wikipedia access logs. Also, we studied the factors that might influence the goodness-of-fit of the model. We built a simple model based on tweets that was able to 'nowcast', i.e. estimate disease numbers in the same week, but also 'forecast' disease in future weeks. At the country level, tweets are strongly associated with Dengue cases, and can estimate present and future Dengue cases until 8 weeks in advance. At city level, tweets are also useful for estimating Dengue activity. Our model can be applied successfully to small and less developed cities, suggesting a robust construction, even though it may be influenced by the incidence of the disease, the activity of Twitter locally, and social factors, including human development index and internet access.Tweets association with Dengue cases is valuable to assist traditional Dengue surveillance at real-time and low

  16. Dengue prediction by the web: Tweets are a useful tool for estimating and forecasting Dengue at country and city level.

    Science.gov (United States)

    Marques-Toledo, Cecilia de Almeida; Degener, Carolin Marlen; Vinhal, Livia; Coelho, Giovanini; Meira, Wagner; Codeço, Claudia Torres; Teixeira, Mauro Martins

    2017-07-01

    Infectious diseases are a leading threat to public health. Accurate and timely monitoring of disease risk and progress can reduce their impact. Mentioning a disease in social networks is correlated with physician visits by patients, and can be used to estimate disease activity. Dengue is the fastest growing mosquito-borne viral disease, with an estimated annual incidence of 390 million infections, of which 96 million manifest clinically. Dengue burden is likely to increase in the future owing to trends toward increased urbanization, scarce water supplies and, possibly, environmental change. The epidemiological dynamic of Dengue is complex and difficult to predict, partly due to costly and slow surveillance systems. In this study, we aimed to quantitatively assess the usefulness of data acquired by Twitter for the early detection and monitoring of Dengue epidemics, both at country and city level at a weekly basis. Here, we evaluated and demonstrated the potential of tweets modeling for Dengue estimation and forecast, in comparison with other available web-based data, Google Trends and Wikipedia access logs. Also, we studied the factors that might influence the goodness-of-fit of the model. We built a simple model based on tweets that was able to 'nowcast', i.e. estimate disease numbers in the same week, but also 'forecast' disease in future weeks. At the country level, tweets are strongly associated with Dengue cases, and can estimate present and future Dengue cases until 8 weeks in advance. At city level, tweets are also useful for estimating Dengue activity. Our model can be applied successfully to small and less developed cities, suggesting a robust construction, even though it may be influenced by the incidence of the disease, the activity of Twitter locally, and social factors, including human development index and internet access. Tweets association with Dengue cases is valuable to assist traditional Dengue surveillance at real-time and low-cost. Tweets are

  17. Pandemics in the age of Twitter: content analysis of Tweets during the 2009 H1N1 outbreak.

    Directory of Open Access Journals (Sweden)

    Cynthia Chew

    Full Text Available BACKGROUND: Surveys are popular methods to measure public perceptions in emergencies but can be costly and time consuming. We suggest and evaluate a complementary "infoveillance" approach using Twitter during the 2009 H1N1 pandemic. Our study aimed to: 1 monitor the use of the terms "H1N1" versus "swine flu" over time; 2 conduct a content analysis of "tweets"; and 3 validate Twitter as a real-time content, sentiment, and public attention trend-tracking tool. METHODOLOGY/PRINCIPAL FINDINGS: Between May 1 and December 31, 2009, we archived over 2 million Twitter posts containing keywords "swine flu," "swineflu," and/or "H1N1." using Infovigil, an infoveillance system. Tweets using "H1N1" increased from 8.8% to 40.5% (R(2 = .788; p<.001, indicating a gradual adoption of World Health Organization-recommended terminology. 5,395 tweets were randomly selected from 9 days, 4 weeks apart and coded using a tri-axial coding scheme. To track tweet content and to test the feasibility of automated coding, we created database queries for keywords and correlated these results with manual coding. Content analysis indicated resource-related posts were most commonly shared (52.6%. 4.5% of cases were identified as misinformation. News websites were the most popular sources (23.2%, while government and health agencies were linked only 1.5% of the time. 7/10 automated queries correlated with manual coding. Several Twitter activity peaks coincided with major news stories. Our results correlated well with H1N1 incidence data. CONCLUSIONS: This study illustrates the potential of using social media to conduct "infodemiology" studies for public health. 2009 H1N1-related tweets were primarily used to disseminate information from credible sources, but were also a source of opinions and experiences. Tweets can be used for real-time content analysis and knowledge translation research, allowing health authorities to respond to public concerns.

  18. Health impacts of Facebook usage and mobile texting among undergraduate dental students: it's time to understand the difference between usage and an excessive use.

    Science.gov (United States)

    Lee, Y L; Verma, R K; Yadav, H; Barua, A

    2016-11-01

    Facebook and mobile texting are prevalent in the lives of almost every student. However, little is known about the relationship between Facebook usage or mobile texting and their impacts on health amongst undergraduate dental students. In this study, excessive Facebook use and excessive mobile texting were studied as they relate to impacts on health. A cross-sectional study was conducted at a private university in Malaysia. A total of 188 undergraduate dental students were interviewed using a pre-tested and self-rated questionnaire. Data collected from participants were analysed using SPSS version 18.0. Chi-square test, Fisher's exact test and multiple logistic regression analyses were applied to study the relationship between explanatory variables and excessive Facebook use and excessive mobile texting. The prevalence of excessive Facebook use and excessive mobile texting amongst undergraduate dental students was found to be 33.2% and 33.0%, respectively. According to a multivariate analysis, texting habits, such as the presence of daytime sleepiness after texting late at night (aOR = 2.682, 95% CI = 1.142-6.301) and the presence of anxious feelings if students failed to receive a timely response (aOR = 3.819, 95% CI = 1.580-9.230), were determined to be significant predictors of excessive mobile texting. Excessive Facebook use was found to be significantly related to three variables as follows: fewer numbers of close friends (aOR = 2.275, 95% CI = 1.057-4.898), the checking of updates on the Facebook walls of their friends (aOR = 2.582, 95% CI = 1.189-5.605) and the absence of active and vigorous feelings during Facebook use (aOR = 3.401, 95% CI = 1.233-9.434). Approximately one-third of undergraduate dental students in this study experienced excessive Facebook use and/or excessive mobile texting. Health education and promotion should be instituted to create awareness, whilst students should be advised to practise self-control with respect to

  19. It's not what you say, it's how you say it: language use on Facebook impacts employability but not attractiveness.

    Science.gov (United States)

    Scott, Graham G; Sinclair, Jason; Short, Emma; Bruce, Gillian

    2014-08-01

    The expansion and increasing diversity of the Internet has seen a growth in user-generated online content, and an escalation in incorrect and nonstandardized language use (e.g., text speak). This evolution has been exemplified by social networking sites such as Facebook. In our experiment, participants viewed six Facebook profiles whose walls contained status updates that were either spelled correctly, incorrectly, or using text speak, and then rated the profile owners on measures of attractiveness and employability. It was shown that language use had no impact on attractiveness, but users who used correct language were seen as more intelligent, competent, and employable. These results highlight the need to control language in this area of research by demonstrating the variables' seemingly elevated importance to employers compared to peers. The findings also pave the way for further exploration of the Warranting Theory of impression formation online and the role of language in social media-based identity statements and behavioral residue.

  20. Characterizing Awareness of Schizophrenia Among Facebook Users by Leveraging Facebook Advertisement Estimates

    OpenAIRE

    Saha, Koustuv; Weber, Ingmar; Birnbaum, Michael L; De Choudhury, Munmun

    2017-01-01

    Background Schizophrenia is a rare but devastating condition, affecting about 1% of the world?s population and resulting in about 2% of the US health care expenditure. Major impediments to appropriate and timely care include misconceptions, high levels of stigma, and lack of public awareness. Facebook offers novel opportunities to understand public awareness and information access related to schizophrenia, and thus can complement survey-based approaches to assessing awareness that are limited...