Social Media Commons^™

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 …

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 …

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 …

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 …

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.

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 …

"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.

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.

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 …

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 …

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 …

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 …

Impact Of Multimedia In Sina Weibo: Popularity And Life Span, Xun Zhao, Feida Zhu, Weining Qian, Aoying Zhou

Research Collection School Of Computing and Information Systems

Multimedia contents such as images and videos are widely used in social network sites nowadays. Sina Weibo, a Chinese microblogging service, is one of the first microblog platforms to incorporate multimedia content sharing features. This work provides statistical analysis on how multimedia contents are produced, consumed, and propagated in Sina Weibo. Based on 230 million tweets and 1.8 million user profiles in Sina Weibo, we study the impact of multimedia contents on the popularity of both users and tweets as well as tweet life span. Our preliminary study shows that multimedia tweets dominant pure text ones in Sina Weibo. Multimedia …

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 …

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 …

Consumption And Dependency Of Social Network Sites As A News Medium: A Comparison Between College Students And General Population, Louisa Ha, Kisung Yoon, Xiaoqun Zhang

School of Media and Communication Faculty Publications

This exploratory study investigates social network sites (SNS) users’ time allocation behavior among various traditional and new media. Specifically, it examines the difference in degree of dependency on SNS between the young generation and the general population as a new form of news medium based on the media system dependency (MSD) and the microeconomic consumption (MEC) theories. The research results reveal that SNS, along with other online media, such as online audio/video news, are the preferred news sources for young people and they are more likely to be interested in soft news than hard news. SNS has become online users’ …

Unauthorized Televised Debate Footage In Political Campaign Advertising: Fair Use And The Dmca, Susan Park

Management Faculty Publications and Presentations

No abstract provided.

Social Media Marketing: How Social Media Has Impacted The Gender Differences That Exist Amongst Sports Fans, And Its Effect Of Marketers, Timothy French

Professional Projects

This professional research study accessed the current relationship between season ticket holders of Marquette University men’s college basketball team and usage of social media. A survey was created based on a modification of the Sport Spectator Identification Scale (or SSIS) as well as the Sport Fandom Questionnaire (or SFQ), and included specific questions related to the individual’s demographics, social media usage, and experience attending collegiate basketball games. Despite the fact that females are continuing to have an increasing presence in the vast world of sports, marketers and organizations continue to place a strong focus on the needs, interests, and desires …