Social Media Commons^™

Pr In The Time Of Twitter, Facebook And Linkedin, Singapore Management University

Perspectives@SMU

It is not just about setting up a social media profile

Generative Models For Item Adoptions Using Social Correlation, Freddy Chong Tat Chua, Hady Wirawan Lauw, Ee Peng Lim

Research Collection School Of Computing and Information Systems

Users face many choices on the Web when it comes to choosing which product to buy, which video to watch, etc. In making adoption decisions, users rely not only on their own preferences, but also on friends. We call the latter social correlation which may be caused by the homophily and social influence effects. In this paper, we focus on modeling social correlation on users’ item adoptions. Given a user-user social graph and an item-user adoption graph, our research seeks to answer the following questions: whether the items adopted by a user correlate to items adopted by her friends, and …

Social Media And Journalism: What Works Best And Why It Matters, Sue Burzynski Bullard

College of Journalism and Mass Communications: Faculty Publications

As more Americans turn to social media sites for news and information, news organizations respond by using social networks as platforms to deliver content. This study examines how news outlets use social media platforms, the positive impact and concerns raised by social media use, and the best practices editors identify for effective social media use. The study aims to help editors understand which approaches to social media attract audiences and increase reader or audience interaction.

Public Relations Models And Dialogic Communication In The Twitterverse: An Analysis Of How Colleges And Universities Are Engaging Their Publics Through Twitter, Jason Antwuan Beverly

Dissertations

Colleges and universities throughout this world are realizing the importance of engaging in and building mutually-beneficial relationships with their key publics through social media. The introduction of the microblogging tool known as Twitter extends the use of social media in higher education, beyond the classroom, and into the realm of public relations where it can be just as effective. Now, colleges and universities are capitalizing off of its potential as a public relations tool. Twitter allows colleges and universities to better connect with their technology-consumed publics trough dialogic and interactive two-way communication. This study examines how 155 colleges and universities …

Trayvon Martin And Election 2012 Social Media Messaging: An Analysis Of Framing, Rhetoric, And Media Types In Online Messages By Civil Rights Organizations, Riva Renee Brown

Dissertations

This content analysis study explored framing, rhetoric, and media types used by the National Association for the Advancement of Colored People, National Urban League, National Action Network, and ColorOfChange.org in website and social media messages posted during the Trayvon Martin case and Election 2012. It also examined the mainstream print news media coverage these civil rights organizations generated.

On February 26, 2012, George Zimmerman, a 28 year old White and Hispanic male, fatally shot Martin, a 17 year old Black male, in Florida. After authorities did not charge Zimmerman with the teenager’s murder, these organizations drafted petitions and staged rallies …

Politics, Sharing And Emotion In Microblogs, Tuan-Anh Hoang, William Cohen, Ee Peng Lim, Doug Pierce, David Redlawsk

Research Collection School Of Computing and Information Systems

In political contexts, it is known that people act as "motivated reasoners", i.e., information is evaluated first for emotional affect, and this emotional reaction influences later deliberative reasoning steps. As social media becomes a more and more prevalent way of receiving political information, it becomes important to understand more completely the interaction between information, emotion, social community, and information-sharing behavior. In this paper, we describe a high-precision classifier for politically-oriented tweets, and an accurate classifier of a Twitter user's political affiliation. Coupled with existing sentiment-analysis tools for microblogs, these methods enable us to systematically study the interaction of emotion and …

Visual And Linguistic Influences On Public Perceptions Of Swine Confinement, Arthur Leal

Graduate Theses and Dissertations

This study was designed to analyze the visual and linguistic characteristics of online (YouTube) videos and electronic newspapers, identifying relationships with positive, negative, and neutral attitudes toward swine confinement.

This study followed a content analysis design. Two coders, trained to an acceptable level of agreement (κ = .68), examined online videos and electronic newspapers, assessing linguistic and visual images used in relation to attitudes toward swine confinement. A series of search terms deemed suitable for this study's objectives were employed in multiple search engines, and 48 articles and 157 videos were coded for content.

Results from this study showed that …

The User’S Communication Patterns On A Mobile Social Network Site, Youngsoo Kim

Research Collection School Of Computing and Information Systems

Given that users are simultaneously connected in multiple communication channels in a social networking service site (e.g., chat, message, and group message), we explore user's collective networking behavior. We collected the data from a mobile social networking site with 4.8 million registered users. The empirical estimation shows interesting results: (1) there are cross-effects across the communication channels: substitute effects for "chat and message" and complementary effects for "message and group message" and "chat and group message" (2) there is significant local network effect but global network effect is not observed, (3) users utilize communication channels for different purposes according to …

Lifespan Communication, Social Media Policy, And Societal Institutions: A Content Analysis, Jessica Larae Bedenbaugh

Communication & Theatre Arts Theses

This thesis is a qualitative study of the major societal institutions' social media policies. Three features are compared-length, readability, and legal orientation and punitive degree-in order to determine the homogeneity of the policies across the institutional categories. The top ten words featured in the policies, from highest weighted percentage to lowest, are the following: social, use, media, post, sites, content, personal, policy, communication, and web. The shortest policy length was 274 words. The longest policy was 36,036 words and the collective average word count was 2,571. The lowest reading level, based on the Gunning Fog Readability Index was 8.21, the …

Mining Direct Antagonistic Communities In Signed Social Networks, David Lo, Didi Surian, Philips Kokoh Prasetyo, Zhang Kuan, Ee Peng Lim

Research Collection School Of Computing and Information Systems

Social networks provide a wealth of data to study relationship dynamics among people. Most social networks such as Epinions and Facebook allow users to declare trusts or friendships with other users. Some of them also allow users to declare distrusts or negative relationships. When both positive and negative links co-exist in a network, some interesting community structures can be studied. In this work, we mine Direct Antagonistic Communities (DACs) within such signed networks. Each DAC consists of two sub-communities with positive relationships among members of each sub-community, and negative relationships among members of the other sub-community. Identifying direct antagonistic communities …

Reviving Dormant Ties In An Online Social Network Experiment, Ee Peng Lim, Denzil Correa, David Lo, Michael Finegold, Feida Zhu

Research Collection School Of Computing and Information Systems

Social network users connect and interact with one another to fulfil different kinds of social and information needs. When interaction ceases between two users, we say that their tie becomes dormant. While there are different underlying reasons of dormant ties, it is important to find means to revive such ties so as to maintain vibrancy in the relationships. In this work, we thus focus on designing an online experiment to evaluate the effectiveness of personalized social messages to revive dormant ties. The experiment carefully selects users with dormant ties so that no user gets mixed treatments and be affected by …

The Residual Resistance Of The Individual Within The Rhizomatic Hegemony Of The Internet, Emma Katherine Wolfe

English Theses & Dissertations

Networked cyborgs that exist within the non-hierarchical rhizomatic network of the Internet risk losing the concept of their individuality as our identity becomes less important than the group. However, if the rhizomatic network is thought of as a hegemony that exists on the Internet, we can resist this through the residual notion of individual identity. Since cyborgs must perform in order to exist on the rhizomatic network, they can become aware of and perform their individuality through awareness of the computer medium. There are three methods for networked cyborgs to assert their individuality discussed in this thesis.

The first is …

Online Social Media And Informal Language Learning, Nikita Chan

Practical Social and Industrial Research Symposium

No abstract provided.

Engaging And Expanding Communities: Widening The Circle Of Stakeholders, Lisa Deangelis, Maureen A. Scully, Andrea Wight

Emerging Leaders Program Team Projects

The 32 fellows in the 2013 Emerging Leaders Program (ELP) worked with community partners to investigate the theme, “Engaging and Expanding Communities".

They worked with six community partners, and identified ways to help them expand beyond their core stakeholders to a wider circle of stakeholders and broader potential impact. The fellows gave their time and professional skills to understand how to reach new business partners, new participants, new advisors, and new donors. They conducted surveys, interviews, and focus groups; explored social media options; examined best practices; and considered ways to tell powerful stories about the vitally important work of the …

Anomaly Detection On Social Data, Hanbo Dai

Dissertations and Theses Collection (Open Access)

The advent of online social media including Facebook, Twitter, Flickr and Youtube has drawn massive attention in recent years. These online platforms generate massive data capturing the behavior of multiple types of human actors as they interact with one another and with resources such as pictures, books and videos. Unfortunately, the openness of these platforms often leaves them highly susceptible to abuse by suspicious entities such as spammers. It therefore becomes increasingly important to automatically identify these suspicious entities and eliminate their threats. We call these suspicious entities anomalies in social data, as they often hold different agenda comparing to …

From Scrapbook To Facebook: A History Of Personal Media Assemblage And Archives, Katie Day Good

University Faculty Publications and Creative Works

This study surveys recent research on print-era scrapbooks and contemporary social media to highlight commonalities between the two formats, both in terms of the practices they have historically promoted for users, and the methodological challenges they produce for researchers. It argues that scrapbooks and social media can be conceptualized as sites of personal media assemblage and personal media archives, a designation that highlights the simultaneously social and archival dimensions of each form. After discussing these formal similarities, the author identifies three shared functions: (1) documenting friendship, (2) navigating new media abundance, and (3) communicating taste and building cultural capital. By …

Real Time Event Detection In Twitter, Xun Wang, Feida Zhu, Jing Jiang, Sujian Li

Research Collection School Of Computing and Information Systems

Event detection has been an important task for a long time. When it comes to Twitter, new problems are presented. Twitter data is a huge temporal data flow with much noise and various kinds of topics. Traditional sophisticated methods with a high computational complexity aren’t designed to handle such data flow efficiently. In this paper, we propose a mixture Gaussian model for bursty word extraction in Twitter and then employ a novel time-dependent HDP model for new topic detection. Our model can grasp new events, the location and the time an event becomes bursty promptly and accurately. Experiments show the …

A Latent Variable Model For Viewpoint Discovery From Threaded Forum Posts, Minghui Qiu, Jing Jiang

Research Collection School Of Computing and Information Systems

Threaded discussion forums provide an important social media platform. Its rich user generated content has served as an important source of public feedback. To automatically discover the viewpoints or stances on hot issues from forum threads is an important and useful task. In this paper, we propose a novel latent variable model for viewpoint discovery from threaded forum posts. Our model is a principled generative latent variable model which captures three important factors: viewpoint specific topic preference, user identity and user interactions. Evaluation results show that our model clearly outperforms a number of baseline models in terms of both clustering …

The Impact Of Social Media Use On Athlete/Fan Communication During The Olympics, Maggie Pearce

Undergraduate Theses and Capstone Projects

The 2012 London Olympic Games were known as the “Social Media Olympics.” For the first time, the International Olympic Committee encouraged athletes to use social media sites. Athletes, fans, countries and news outlets all used social media to share information and opinions about the Olympics. This thesis examines whether or not athletes communicated effectively on social media sites.

Social Media And Medical Students: What Are They Thinking?, Alexandra Gomes, Gisela Butera, Terry Kind, Katherine C. Chretien

Himmelfarb Library Faculty Posters and Presentations

This poster provides a review of interim results from a qualitative study on first year medical students' attitudes and perceptions of their definition of medical professionalism in social media. Included in the study is an evaluation of changes in perspective since becoming a medical student and after participating in an E-Professionalism and Social Media instructional session.

Activism, Deliberation, And Networked Public Screens: Rhetorical Scenes From The Occupy Moment In Lincoln, Nebraska (Part 1 & 2), Joshua P. Ewalt, Jessy J. Ohl, Damien S. Pfister

Department of Communication Studies: Faculty Publications

Part 1 of this manuscript is a dramatization of five rhetorical scenes that take the Occupy phenomenon as a moment to explore features of contemporary social protest and change. Drawing on rhetorical field notes collected over the first two weeks of Occupy Lincoln in Nebraska, we identify how historical tensions between activism and deliberation were both complicated and reasserted as the Occupy moment became a movement. The rhetorical scenes partially replicate actual conversations, though they are remediated through three composite figures: Anda, a longtime social activist; John, an advocate of democratic deliberation; and Dajuan, an undergraduate organizer of the local …

Content Analysis: U.S. Newspaper And Social Media Portrayal Of President Obama In Association With The Killing Of Osama Bin Laden During The 2012 Presidential Election Year, Whitney Y. Thomas

Undergraduate Honors Theses

In a broad sense, public relations is the communication between an organization and its audience. Public relations helps create and maintain a relationship between the two. When an organization experiences a success or failure public relations is put into place to help rally public support.

The intent of this thesis aims to determine the tone of President Obama in U.S. newspapers and social media in association with the capturing and killing of terrorist Osama bin Laden.

This thesis examines a variety of U.S. newspapers by region and social media. Newspaper articles related to the topic were retrieved from six regional …

Your Love Is Public Now: Questioning The Use Of Personal Information In Authentication, Payas Gupta, Swapna Gottipati, Jing Jiang, Debin Gao

Research Collection School Of Computing and Information Systems

Most social networking platforms protect user's private information by limiting access to it to a small group of members, typically friends of the user, while allowing (virtually) everyone's access to the user's public data. In this paper, we exploit public data available on Facebook to infer users' undisclosed interests on their profile pages. In particular, we infer their undisclosed interests from the public data fetched using Graph APIs provided by Facebook. We demonstrate that simply liking a Facebook page does not corroborate that the user is interested in the page. Instead, we perform sentiment-oriented mining on various attributes of a …

The Genre Of The Meme, Thomas Monson

Colloquy Undergraduate Research Journal

The development and proliferation of the Internet has led to numerous discoveries in the study of media and communication. Such a recent development in online communication is the rise of the online meme. The traditional meaning of meme has been transformed and has developed a new meaning within the sphere of online communication. The meme as defined by its new meaning has recurred in myriads, which have provided enough reason and data to develop a rhetorical genre for the subject. The first half of this study—the background—will begin with an orientation to the meme, an explanation of generic criticism, and …

How Sports Franchises Communicate Via Social Media, Christopher Jones

HIM 1990-2015

The aim of the research is to evaluate how professional sport organizations communicate via social media and lay groundwork on how to effectively do so in the future. The research focuses on the history of social media and its involvement in sport, how it's used today, examples of effective communication and how it can eventually drive revenue for a sport franchise and build a stronger fan base at the same time.

Personalized News Recommender Using Twitter, Satya Srinivasa Nirmal Jonnalagedda

Graduate Theses and Dissertations

Online news reading has become a widely popular way to read news articles from news sources around the globe. With the enormous amount of news articles available, users are easily swamped by information of little interest to them. News recommender systems are one approach to help users find interesting articles to read. News recommender systems present the articles to individual users based on their interests rather than presenting articles in order of their occurrence. In this thesis, we present our research on developing personalized news recommendation system with the help of a popular micro-blogging service "Twitter". The news articles are …

"Why Can't We Be Friends?:" Does The Quality Of Romantic Relationships Influence Facebook Friendships With Former Romantic Partners, Dylan Medeiros

Graduate Theses and Dissertations

This research attempted to identify relational characteristics of unmarried, romantic partners that ultimately distinguish between former partners who remained Facebook friends versus those who did not. Survey results (N=323) revealed no significant differences between former partners who remained Facebook friends versus those who did not remain Facebook friends based on quantity of relational investments, preference for de-escalatory disengagement strategy, and relational satisfaction.

Unified Entity Search In Social Media Community, Ting Yao, Yuan Liu, Chong-Wah Ngo, Tao Mei

Research Collection School Of Computing and Information Systems

The search for entities is the most common search behavior on the Web, especially in social media communities where entities (such as images, videos, people, locations, and tags) are highly heterogeneous and correlated. While previous research usually deals with these social media entities separately, we are investigating in this paper a unified, multilevel, and correlative entity graph to represent the unstructured social media data, through which various applications (e.g., friend suggestion, personalized image search, image tagging, etc.) can be realized more effectively in one single framework. We regard the social media objects equally as “entities” and all of these applications …

Fragmented Social Media: A Look Into Selective Exposure To Political News, Jisun An, Daniele Quercia, Jon Crowcroft

Research Collection School Of Computing and Information Systems

The hypothesis of selective exposure assumes that people crave like-minded information and eschew information that conflicts with their beliefs, and that has negative consequences on political life. Yet, despite decades of research, this hypothesis remains theoretically promising but empirically difficult to test. We look into news articles shared on Facebook and examine whether selective exposure exists or not in social media. We find a concrete evidence for a tendency that users predominantly share like-minded news articles and avoid conflicting ones, and partisans are more likely to do that. Building tools to counter partisanship on social media would require the ability …

Retweeting: An Act Of Viral Users, Susceptible Users, Or Viral Topics?, Tuan-Anh Hoang, Ee Peng Lim

Research Collection School Of Computing and Information Systems

When a user retweets, there are three behavioral factors that cause the actions. They are the topic virality, user virality and user susceptibility. Topic virality captures the degree to which a topic attracts retweets by users. For each topic, user virality and susceptibility refer to the likelihood that a user attracts retweets and performs retweeting respectively. To model a set of observed retweet data as a result of these three topic specific factors, we first represent the retweets as a three-dimensional tensor of the tweet authors, their followers, and the tweets themselves. We then propose the V 2S model, a …