Social Media Commons^™

Influences Of Influential Users: An Empirical Study Of Music Social Network, Jing Ren, Zhiyong Cheng, Jialie Shen, Feida Zhu

Research Collection School Of Computing and Information Systems

Influential user can play a crucial role in online social networks. This paper documents an empirical study aiming at exploring the effects of influential users in the context of music social network. To achieve this goal, music diffusion graph is developed to model how information propagates over network. We also propose a heuristic method to measure users' influences. Using the real data from Last. fm, our empirical test demonstrates key effects of influential users and reveals limitations of existing influence identification/characterization schemes.

Impact Of Social Media On Power Relations Of Korean Health Activism, Kyu Jin Shim

Research Collection Lee Kong Chian School Of Business

This case study explores how the Korea Leukemia Patient Group (KLPG) uses social media in its internal communication strategy and how that empowers its relationship with external counterparts. The findings of this study indicate that the local health NGO’s communication strategy is changing in response to the increased effectiveness and impact of social media. With the use of social media like Twitter, the KLPG can construct an issue-based advocacy group quickly and effectively. Consequently, more legitimacy and representativeness through collected support from general publics has further empowered the KLPG. Yet, the sustainability component in the relationships built through social media …

On Predicting Religion Labels In Microblogging Networks, Minh Thap Nguyen, Ee Peng Lim

Research Collection School Of Computing and Information Systems

Religious belief plays an important role in how people behave, influencing how they form preferences, interpret events around them, and develop relationships with others. Traditionally, the religion labels of user population are obtained by conducting a large scale census study. Such an approach is both high cost and time consuming. In this paper, we study the problem of predicting users' religion labels using their microblogging data. We formulate religion label prediction as a classification task, and identify content, structure and aggregate features considering their self and social variants for representing a user. We introduce the notion of representative user to …

Student-Directed Blended Learning With Facebook Groups And Streaming Media: Media In Asia At Furman University, Tami Blumenfield

Asian Studies Publications

Furman University prizes itself on being an engaged learning, liberal arts institution with extensive faculty-student interaction. 96% of students live on campus, leading some to question whether reducing face-to-face instructional time makes any sense pedagogically. Coming from a different institution that encouraged faculty to create hybrid courses, and seeing the creativity and freedom that offered, I wanted to experiment with the format in this new institutional environment. Would it still be effective? What adaptations would be necessary, and how would students react to this different course format?

In Fall 2013, I taught a carefully designed blended learning course that met …

Lifetime Lexical Variation In Social Media, Lizi Liao, Jing Jiang, Ying Ding, Heyan Huang, Ee Peng Lim

Research Collection School Of Computing and Information Systems

As the rapid growth of online social media attracts a large number of Internet users, the large volume of content generated by these users also provides us with an opportunity to study the lexical variation of people of different ages. In this paper, we present a latent variable model that jointly models the lexical content of tweets and Twitter users’ ages. Our model inherently assumes that a topic has not only a word distribution but also an age distribution. We propose a Gibbs-EM algorithm to perform inference on our model. Empirical evaluation shows that our model can learn meaningful age-specific …

"Warning: This Is A Must Read": Participation And Disruption In Social Artifacts And Spaces, Angela M. Harrison Eng

English Theses & Dissertations

As I show in three separate case studies, content, technology, and participant relationships are key components in the design of social artifacts and spaces. One study highlights the invention and evolution of content across multiple spaces. The second shows content used as leverage for authority. The last case study examines the relationship between content and technological interfaces and how disruption may not always be successful.

All of these components make up what I refer to as disruption. Disruption describes participant acts that are executed to change existing power-based structures of information sharing. Using the insights gained from this research, I …

Predicting The Popularity Of Web 2.0 Items Based On User Comments, Xiangnan He, Ming Gao, Min-Yen Kan, Yiqun Liu, Kazunari Sugiyama

Research Collection School Of Computing and Information Systems

In the current Web 2.0 era, the popularity of Web resources fluctuates ephemerally, based on trends and social interest. As a result, content-based relevance signals are insufficient to meet users' constantly evolving information needs in searching for Web 2.0 items. Incorporating future popularity into ranking is one way to counter this. However, predicting popularity as a third party (as in the case of general search engines) is difficult in practice, due to their limited access to item view histories. To enable popularity prediction externally without excessive crawling, we propose an alternative solution by leveraging user comments, which are more accessible …

Refusing A Spoiled Identity: How The Swinger Community Represents On The Web, Barbara Kreston

English Theses & Dissertations

This dissertation examines whether and how Websites provide a way for the unique community of swingers, also called Lifestylers, to represent a new (and revise an old) deviant identity without risk to their social and employment standing. Unlike many marginalized social groups who publically rally, swingers have had to take advantage of virtual space to safely appeal to their audiences. The time period studied includes the history of the swingers "spoiled" identity via academy articles, newspaper headlines, and moral turpitude clauses from the 1950s to the current use of the Web to showcase swingers and their clubs. The study used …

Attitudes Toward Using Social Networking Sites In Educational Settings With Underperforming Latino Youth: A Mixed Methods Study, Keith Howard, Margaret Sauceda Curwen, Nicol R. Howard, Anaida Colon-Muñiz

Education Faculty Articles and Research

The researchers examined the online social networking attitudes of underperforming Latino high school students in an alternative education program that uses technology as the prime venue for learning. A sequential explanatory mixed methods study was used to cross-check multiple sources of data explaining students’ levels of comfort with utilizing a social networking site platform as a supplemental communication tool in connection with their schoolwork. Students were found to be significantly less comfortable using social networking sites than other online communication tools in connection with their schoolwork, and females were significantly more uncomfortable than males using such sites in school.

Lessons From Lived Experience: From Fresh Insights To Effective Action, Lisa Deangelis, Maureen A. Scully, Andrea Wight

Emerging Leaders Program Team Projects

The 34 fellows in the 2014 Emerging Leaders Program worked with community partners to generate the theme, “Learning from Lived Experience: From fresh insights to effective action." Each year, the projects draw upon a theme or lesson from the prior year. Last year and this year, fellows saw how the lived experiences of both their stakeholders and themselves generated nuanced and appropriate approaches to problem-solving. The fellows worked with six community partners, giving their time and professional skills to understand how to frame complex social challenges, engage new partners and resources, and sharpen strategic plans. They conducted surveys, interviews, open …

Cal Poly Open House: An Application Of Communication Principles, Jillian Syftestad

Communication Studies

No abstract provided.

How Not To Get Lost In The Shuffle: Producing The Most Effective And Eye-Catching Press Release, Erica Derrico

Journalism

The following study investigates how to produce the most effective and eye-catching press release on a national level for Summit Outdoor Supply (S.O.S). Winter quarter of 2014, my partner and I worked on a local campaign for S.O.S., using traditional text-based press releases to get media coverage. Although we did see some success with the traditional press release, there were often times our releases would get lost in the shuffle of the many releases that media outlets received each day. My goal with this project is to learn how to produce a press release that will get noticed out of …

Blogging In The Fashion Industry: A Descriptive Study Of The Use Of The Two-Step Flow Communications Theory By Professional And Citizen Bloggers To Become Opinion Leaders, Mia Alexandra Mendola

Journalism

This study analyzes the differences between professional and citizen bloggers in the fashion industry, and their use of the two-step flow communications theory and certain tactics to become opinion leaders in the industry. With the rise of blogging as a popular medium for consumption of fashion news, thousands of bloggers have begun blogs hoping to become part of the fashion industry. With this rise comes bloggers with different levels of expertise and experience. With this comes a blurring of lines between a professional blogger with credible knowledge of the fashion industry, and a citizen blogger with no formal training or …

From Print Culture To Digital Culture: Effects On Communication, Culture, And Technology, Brent Weber

Communication Studies

No abstract provided.

How Can An Outdoor Company’S Public Relations Campaign Be Taken From The Local To National Level?, Devon Swanson

Journalism

The following study researches the most effective way for the outdoor startup company, Summit Outdoor Supply (S.O.S.), to take an already established local public relations campaign to the national level. This study will investigate what factors have helped other campaigns succeed for outdoor companies and what changes should be made to see S.O.S. reach that success. My goal for this project is to educate outdoor companies on how to use the most effective communication channels to reach their target audiences. The data, to support these recommendations, will come from my own experience working with a startup company paired with the …

Reconsidering Childfreedom: A Feminist Exploration Of Discursive Identity Construction In Childfree Livejournal Communities, Julia Moore

Department of Communication Studies: Faculty Publications

This article employs participant definitional analysis, sensitized with feminist poststructuralism and critical ethnography, to understand three identity construction processes that members of childfree LiveJournal communities participate in: (a) naming childfreedom, (b) negotiating childfreedom, and (c) enacting childfreedom. I argue that childfree identities are contested and sometimes activist. Ultimately, I call for scholars to reconsider the definition of childfree to account for the complex and nuanced identities constructed by individuals who identify as such.

Parasocial Relationship Via Reality Tv And Social Media: Its Implications For Celebrity Endorsement, Siyoung Chung, Hichang Cho

Research Collection Lee Kong Chian School Of Business

The purpose of this study was to explore the ways in which audiences build parasocial relationships with media characters via reality TV and social media, and its implications for celebrity endorsement and purchase intentions. Using an online survey, this study collected 401 responses from the Korean Wave fans in Singapore. The results showed that reality TV viewing and SNS use to interact with media characters were positively associated with parasocial relationships between media characters and viewers. Parasocial relationships, in turn, were positively associated with the viewers’ perception of endorser and brand credibility, and purchase intention of the brand endorsed by …

Online Community Transition Detection, Biying Tan, Feida Zhu, Qiang Qu, Siyuan Liu

Research Collection School Of Computing and Information Systems

Mining user behavior patterns in social networks is of great importance in user behavior analysis, targeted marketing, churn prediction and other applications. However, less effort has been made to study the evolution of user behavior in social communities. In particular, users join and leave communities over time. How to automatically detect the online community transitions of individual users is a research problem of immense practical value yet with great technical challenges. In this paper, we propose an algorithm based on the Minimum Description Length (MDL) principle to trace the evolution of community transition of individual users, adaptive to the noisy …

Clinical Implications Of Internet Infidelity: Where Facebook Fits In, Jaclyn D. Cravens, Jason B. Whiting Phd

Faculty Publications

The Internet can enhance existing relationships or facilitate the development of new relationships, including illicit ones. Increased research in this area has predominately been on online sexual addiction and pornography, with few about social networking sites. Facebook, a popular social networking site boasting 1.15 billion active users. This article reviews existing literature on Internet infidelity, comparing online activities and Facebook-specific behaviors. Five areas related to Internet infidelity will be explored, such as definitions and the impact on relationships. Although several similarities exist between general Internet and Facebook-specific infidelity, unique differences exist. Implications for future research and clinical practice are presented.

Socio-Physical Analytics: Challenges & Opportunities, Archan Misra, Kasthuri Jayarajah, Shriguru Nayak, Philips Kokoh Prasetyo, Ee-Peng Lim

Research Collection School Of Computing and Information Systems

In this paper, we argue for expanded research into an area called Socio-Physical Analytics, that focuses on combining the behavioral insight gained from mobile-sensing based monitoring of physical behavior with the inter-personal relationships and preferences deduced from online social networks. We highlight some of the research challenges in combining these heterogeneous data sources and then describe some examples of our ongoing work (based on real-world data being collected at SMU) that illustrate two aspects of socio-physical analytics: (a) how additional demographic and online analytics based attributes can potentially provide better insights into the preferences and behaviors of individuals or groups …