Social Media Commons^™

Exploring Identities In Online Music Fandoms: How Identities Formed In Online Fan Communities Affect Real Life Identities, Aimee Ratka

Honors College Theses

This thesis set out to explore the identities formed by members of online fandom communities, and to determine the ways in which those identities affect their real life, offline identities. This qualitative study encountered elements related to stereo types of young women who are fans of mainstream pop music, and provided insight on their experiences through interviews with five long time boy band online fandom members. This study asked if fans prefer to keep their fandom identities internal or let them reflect outward, how one's online identity affects or translates to their real life identity, and what experiences in the …

Scripted Stereotypes In Reality Tv, Paulette S. Strauss

Honors College Theses

Diversity, or lack thereof, has always been an issue in both television and film for years. But another great issue that ties in with the lack of diversity is misrepresentation, or a substantial presence of stereotypes in media. While stereotypes often are commonplace in scripted television and film, the possibility of stereotypes appearing in a program that claims to be based on reality seems unfitting. It is commonly known that reality television is not completely “unscripted” and is actually molded by producers and editors. While reality television should not consist of stereotypes, they have curiously made their way onto the …

The Highest Form Of Like: Snapchat, College Students And Hyperpersonal Communication, Timothy L. Cigelske

Master's Theses (2009 -)

The purpose of this study explores how college students engaged with others on Snapchat and how that differed from other Social Networking Sites (SNS). Social Information Process (SIP) Theory was applied as a framework for understanding the effects of time-limited (disappearing) messages and extended conversations that can lead to “hyperpersonal” communication, a form of Computer Mediated Communication (CMC) that surpasses the level of affection and emotion of Face to Face (FtF) interaction. In a series of focus groups, college students explained how they used Snapchat and other SNS and the effects it had on interpersonal communication. The participants described emotional …

Context Recovery In Location-Based Social Networks, Wen Haw Chong

Dissertations and Theses Collection (Open Access)

This dissertation addresses context recovery in Location-Based Social Networks (LBSN), which are platforms where users post content from various locations. With this general LBSN definition, many existing social media platforms that support user-generated location relevant content using mobile devices could also qualify as LBSNs. Context recovery for such user posts refers to recovering the venue and the semantic contexts of these user posts. Such information is useful for user profiling and to support various applications such as venue recommendation and location- based advertising.

Exploring Offline Friendships On The Social Information Network: Network Characteristics, Information Diffusion, And Tie Strength, Felicia Natali

Dissertations and Theses Collection (Open Access)

The rapid increase in online social networking services over the last decade has pre- sented an unprecedented opportunity to observe users’ behaviour both on a societal and individual level. The insight gained from analysing such data can help foster a deeper understanding of social media users and the flow of information, while also offering valuable business applications. User relationships are among the most studied aspects of online behaviour. These relationships are not homogeneous. Past research has shown that people use social networks to both socialize and source in- formation. Hence, different types of links – used to socialize, gain information, …

Detecting Personal Intake Of Medicine From Twitter, Debanjan Mahata, Jasper Friedrichs, Rajiv Ratn Shah, Jing Jiang

Research Collection School Of Computing and Information Systems

Mining social media messages such as tweets, blogs, and Facebook posts for health and drug related information has received significant interest in pharmacovigilance research. Social media sites (e.g., Twitter), have been used for monitoring drug abuse, adverse reactions to drug usage, and analyzing expression of sentiments related to drugs. Most of these studies are based on aggregated results from a large population rather than specific sets of individuals. In order to conduct studies at an individual level or specific groups of people, identifying posts mentioning intake of medicine by the user is necessary. Toward this objective we develop a classifier …

Role Of Social Media In Public Accounting Firms, Brenda Eschenbrenner, Fiona Fui-Hoon Nah, Zhiwei Lu

Research Collection School Of Computing and Information Systems

Social media has been widely used for both professional and personal communications. Businesses recognize the importance of social media and are using them to fulfill various business objectives. In this paper, we focus on analyzing the business objectives of public accounting firms that have both a firm-wide main page and a career page on Facebook. More specifically, we compare the business objectives they are achieving with their firm-wide main pages versus career pages. We not only find differences in the objectives that are being achieved, but also identify other objectives that are not actively being pursued on either page but …

Pacela: A Neural Framework For User Visitation In Location-Based Social Networks, Thanh Nam Doan, Ee-Peng Lim

Research Collection School Of Computing and Information Systems

Check-in prediction using location-based social network data is an important research problem for both academia and industry since an accurate check-in predictive model is useful to many applications, e.g. urban planning, venue recommendation, route suggestion, and context-aware advertising. Intuitively, when considering venues to visit, users may rely on their past observed visit histories as well as some latent attributes associated with the venues. In this paper, we therefore propose a check-in prediction model based on a neural framework called Preference and Context Embeddings with Latent Attributes (PACELA). PACELA learns the embeddings space for the user and venue data as well …

Building A Tag Library For The Cala’S Social Media Channels, Sai Deng, Min Tong

Faculty Scholarship and Creative Works

The Chinese American Librarians Association (CALA) has created several social media channels since 2012 with CALA members and friends participating from around the world, including the CALA's Facebook public page, WeChat space, YouTube Channel, LinkedIn Group and the "CALA Members and Friends" Facebook private group. This poster will introduce these channels and discuss the CALA Social Media Group’s efforts in promoting them to better serve the users’ needs and connect its members and friends nationally and internationally. One big effort to be discussed is to build a tag library for the CALA’s social media channels for postings to be connected …

The Roles We Played: Exploring Intimacy In Research, Kathleen M. Alley

The Qualitative Report

Intimate relationships can serve as catalysts impelling us to deeply interact with others, and, consequently helping us to develop a greater understanding of ourselves, those with whom we come into contact, and the wider world. This manuscript describes the challenges and constraints I faced when engaged in qualitative research with an intimate other. I borrow from Dr. Carolyn Ellis’ (2007) concept of relational ethics, which requires researchers to: (a) act from their hearts and minds, (b) acknowledge interpersonal bonds to others, and (c) take responsibility for actions and their consequences. Power is a part of intimate relationships, so exploring and …

Swiping Left Or Right? Effective And Ineffective Dating Profiles, Jordan Gray, Taylor Difronzo, Cassandra Panek, Tom Bartel

Concordia Journal of Communication Research

With the use of internet growing, online dating applications are becoming more relevant in today’s society. With the ever-evolving technology of today’s world, there is still much to be researched and learned. Due to the connectedness of the world shifting from face to face communication to technology based communication, the online dating world is growing rapidly. Online dating has become prevalent in today’s society as a means to meet others. Online dating applications allow users to share information and describe themselves and to be able to choose who they want to pursue as a romantic partner based on the information …

Public Comment Sentiment On Educational Videos: Understanding The Effects Of Presenter Gender, Video Format, Threading, And Moderation On Youtube Ted Talk Comments, George Veletsianos, Royce Kimmons, Ross Larsen, Tonia A. Dousay, Patrick R. Lowenthal

Educational Technology Faculty Publications and Presentations

Scholars, educators, and students are increasingly encouraged to participate in online spaces. While the current literature highlights the potential positive outcomes of such participation, little research exists on the sentiment that these individuals may face online and on the factors that may lead some people to face different types of sentiment than others. To investigate these issues, we examined the strength of positive and negative sentiment expressed in response to TEDx and TED-Ed talks posted on YouTube (n = 655), the effect of several variables on comment and reply sentiment (n = 774,939), and the projected effects that …

Conspiracy Theories And The Zika Epidemic, Shawn Smallman

International & Global Studies Faculty Publications and Presentations

After a Zika outbreak began in Brazil in April 2015, narratives blamed the virus on a variety of international actors, including chemical companies and the Gates Foundation. Many of these narratives drew upon older conspiracy theories that had circulated in Latin America during the 2009 H1N1 influenza pandemic. Whether these narratives denounced transgenic mosquitoes or pesticides, they reflected not only the fear created by a mysterious wave of birth defects but also a profound mistrust of health authorities and transnational corporations. This paper will examine the narratives that circulated on YouTube, blogs, podcasts, and other alternative media sources, which typically …

“We Smoked A Gator!”: An Exploration Of College Football Fans’ Instagramming Of Food, Mark A. Slavich, Brendan O'Hallarn, Craig A. Morehead

Communication & Theatre Arts Faculty Publications

The ritual of tailgating is a staple of college football Saturdays, particularly for fans of teams in the Southeastern Conference (SEC). Fan traditions help infuse pregame gatherings around the stadiums with team spirit, as fans frequently theme their food and drink to represent their chosen team. New social media platforms—particularly photo-sharing platforms such as Instagram—have taken tailgates to the virtual space. Through interviews with participants who partake in the phenomenon, this study sought to ascertain what fans of SEC teams gain from the process of social media participation. Utilizing the critical framework of symbolic interactionism, this exploratory study examines meaning …

From 2,772 Segments To Five Personas: Summarizing A Diverse Online Audience By Generating Culturally Adapted Personas, Joni Salminen, Sercan Sengun, Haewoon Kwak, Bernard J. Jansen, Jisun An, Soon-Gyu Jung, Sarah Vieweg, D. Fox Harrell

Research Collection School Of Computing and Information Systems

Understanding users in the era of social media is challenging, requiring organizations to adopt novel computation-aided approaches. To exemplify such an approach, we retrieved information on millions of interactions with YouTube video content from a major Middle Eastern media outlet, to automatically generate personas that capture how different audience segments interact with thousands of individual content pieces. Then, we used qualitative data to provide additional insights into the automatically generated persona profiles. Our findings provide insights into social media usage in the Middle East and demonstrate the application of a novel methodology that generates culturally adapted personas of social media …

Temporal And Spatiotemporal Investigation Of Tourist Attraction Visit Sentiment On Twitter, Jose J. Padilla, Hamdi Kavak, Christopher J. Lynch, Ross J. Gore, Saikou Y. Diallo

VMASC Publications

In this paper, we propose a sentiment-based approach to investigate the temporal and spatiotemporal effects on tourists' emotions when visiting a city's tourist destinations. Our approach consists of four steps: data collection and preprocessing from social media; visitor origin identification; visit sentiment identification; and temporal and spatiotemporal analysis. The temporal and spatiotemporal dimensions include day of the year, season of the year, day of the week, location sentiment progression, enjoyment measure, and multi-location sentiment progression. We apply this approach to the city of Chicago using over eight million tweets. Results show that seasonal weather, as well as special days and …

Efficacy Beliefs In Third-Person Effects, Sonny Rosenthal, Benjamin H. Detenber, Hernando Rojas

Research Collection College of Integrative Studies

People generally believe they are less susceptible than others to influences of media, and a growing body of research implicates such biased processing, or third-person perception, in public support for censorship, a type of third-person effect. The current study extends research of the third-person effect by studying two efficacy-related concepts in the context of sexual content in films. Analysis of cross-sectional data from 1,012 Singaporeans suggests that people exhibit self-other asymmetries of efficacy beliefs: They believe others are less capable than they are of self-regulation and that censorship is more effective at restricting others’ access to sexual content in films. …

Automatically Conceptualizing Social Media Analytics Data Via Personas, Jung S.G., Salminen J., An J., Kwak H., Jansen B.J.

Research Collection School Of Computing and Information Systems

Social media analytics is insightful but can also be difficult to use within organizations. To address this, we present Automatic Persona Generation (APG), a system and methodology for quantitatively generating personas using large amounts of online social media data. The APG system is operational, deployed in a pilot version with several organizations in multiple industry verticals. APG uses a robust web and stable back-end database framework to process tens of millions of user interactions with thousands of online digital products on multiple social media platforms, including Facebook and YouTube. APG identifies both distinct and impactful audience segments for an organization …

Emotional Tweeters: What Causes Individuals To React During A Crisis? A Mixed-Methodological Analysis Examining Crisis Response Tweets To The 2018 Stoneman Douglas High School Shooting, Gabriel John Fiore Iii

Seton Hall University Dissertations and Theses (ETDs)

All entities and individuals can use, design or generate content appealing to emotions to maximize message saturation, audience reach, and engagement on Twitter during a crisis. The purpose of this study was to identify which specific emotion(s) yielded the highest engagement during the 2018 Stoneman Douglas High School Shooting. Specifically, tweets conveying the emotional appeals of fear, anger, empathy, and advocacy were measured in terms of average likes, retweets, replies, and overall engagement using a content analysis and the constant comparative method. Results revealed which emotional appeal(s) yield the most likes, retweets, replies, and overall engagement with tweets.

Digital And Analog Preaching In A Multi-Media World, Ramona Hayes

Doctor of Ministry Theses

This thesis explores the reception of sermons by two groups: “Analogs,” people who were formed primarily through the written page and who gather and process information linearly, and “Digitals,” people who were formed by digital communication and who gather and process information in sound bites. Using the Action/Reflection model, a series of sermons was presented: a manuscript sermon, an integrated worship/sermon, a TED Talk style sermon, a participatory sermon, and a multiple learning style sermon. Preaching a sermon which engages both groups has the potential to increase engagement with the biblical text and growth in faith.

“At War For Oppa And Identity”: Competitive Performativity Among Korean-Pop Fandoms, Brittany Tinaliga

Master's Projects and Capstones

Literature surrounding K-Pop is mostly focused on the reactionary, participatory, promotional, consumer and identity-forming roles of the Korean-Pop fandom. However, this research sheds a light on the dark side of the K-Pop fandom and the structures that sustain it: namely toxic practices and values. The study determines what practices and beliefs are at the core of competitive performativity and subsequently toxic fan conduct among international Korean-Pop fans and whether fans engage in reflexivity regarding these practices. To address this gap, this study incorporates a multi-methods approach, including CDA analysis, online corpus analysis, qualitative and quantitative data. The results reveal that …

Currents Of Consumption: How National Narratives Of Japanese Cuisine Collide With Localized Forms Of Sushi In Northern California, John Ostermiller

Master's Projects and Capstones

This paper examines how national narratives of Japanese cuisine collide with the expectations, preferences, and perceptions of American consumers (particularly Northern California). The global economy has benefited the circulation of positive images of Japan managed by the Japanese government, but the commercialization of Japanese cuisine is also at odds with government efforts. In Japan, sushi is often synonymous with nigirizushi: sliced seafood and a daub of wasabi atop vinegared rice. As part of Japan’s washoku tradition, this singular image of sushi (allegedly) reflects the deepest essence of Japanese cultural sensibilities tied to simplicity, perfection, and nature. But in America, consumers’ …

Media Literacy Policy In Flanders – Belgium: From Parliamentary Discussions To Public Policy, Leo Van Audenhove, Hadewijch Vanwynsberghe, Ilse Mariën

Journal of Media Literacy Education

The discussion on media literacy in Flanders starts in the Flemish Parliament in 2006. It will take until 2013 before the Flemish Government will set up the Knowledge Center for Media Literacy—Mediawijs. Flanders is therefore rather late in establishing a dedicated institute for media literacy. The same can be said for developing a formal policy framework in relation to media literacy. This article starts with a theoretical discussion of three major trends in the current media literacy debate. The article moves on to describe and analyze Flanders media literacy policy debates and policy formulation. It highlights the development and remit …

The Future Of Radio, Samuel Murray

Senior Honors Projects

Since its inception and rise to popularity among major forms of mass media communication, radio has been thought to be the next technology to become obsolete. When television came out people thought radio was going to die out, but alas radio and television coexist to this day. When music videos, and eventually channels like MTV came out, radio was put into jeopardy as music would become more and more visual and the need for the radio would cease. This was not the case. When satellite channels came into being and started getting big name celebrities like Howard Stern to broadcast …

Epoca House: The Implementation Strategy, Courtney Thomas, Yaffa Fain, Shuxiao Teng, Mingjun Xie

School of Professional Studies

This capstone report provides a written strategic implementation plan for EPOCA House. EPOCA, Ex-Prisoners and Prisoners Organizing for Community Advancement, is a non-profit dedicated to creating better resources and opportunities for prisoners and ex-prisoners in Worcester. The organization’s most recent initiative, EPOCA House, is a transitional facility that will provide reentry services and temporary housing to ex-offenders in and around the Worcester area. Recently, Massachusetts passed a comprehensive criminal justice reform bill that will dramatically reduce the number of people being incarcerated; however, little attention is focused on what will happen to individuals after they leave prison. At the same …

A Guide For Hiring Mature Employees At Ascentria, Binghe Change, Calleigh Leach, Elsie Lu, Hongquiang You, Mengge Wang, Nina Mariotti

School of Professional Studies

This paper will explore existing literature on aspects of an intergenerational workplace in a nonprofit organization and provide recommendations for recruiting and retaining older employees for a human service organization, Ascentria Care Alliance, in Worcester, MA. The paper will review research on trends in the nonprofit industry, a comprehensive breakdown of generational workplace values, reasons people are returning to work and effective marketing strategies that appeal to older generations. Marketing strategies specifically will explore best practices for website design, social media usage, and job descriptions. Additionally, this paper will research case studies of nonprofits with successful intergenerational workforce initiatives, as …

Instagram Influencer Engagement And The World Of Social Media, Miranda Zangara

Senior Honors Projects

Social media has become a driving force in today’s world by connecting people all over the globe in an instant. Instagram is one of the leading platforms in social media with almost one billion users to date. Instagram has evolved exponentially post creation and has become a tool that many individuals utilize when marketing a product, a brand, an organization, or themselves. It is imperative to understand how to use this platform, what variables affect your success, and what strategies can be implimented to reach your goals in creating a presence in the world of social media.

This project uses …

Clear The Air: Moving Towards A More Supportive, Welcoming, Tobacco-Free Clark University, Edward Aroko, Simon Elliot, Jackson Espe, Donovan Smith, Michael Spanos

School of Professional Studies

The deleterious health effects of the consumption of tobacco products, especially for youth, have been documented thoroughly and are nearly universally recognized. Numerous federal, state, and local regulations, coupled with health education and tobacco cessation initiatives have been launched to address these effects. Although these pushes have done much to reduce the rates of preventable health conditions and death due to the usage of tobacco, there remains much work to be done at the local level to discourage and disrupt patterns of substance use and abuse. The mission of Clark Clear the Air is to propose various and creative ways …

Inbound Marketing, Hasini Assiriyage, Isabelle Zoeckler, Emmanuel Aghado, Kefu Bu, Xiouyu Jiang, Rajesh Kamble, Yan Wang

School of Professional Studies

This study looks into inbound marketing practice through the process of secondary research. This insight on best practices and market examples have been employed in order to identify the benefits of Inbound Marketing for the School of Professional Studies at Clark University. Through the research, this team has consolidated a number of recommendations for the SPS marketing strategies moving forward. A focus has been placed on identifying solutions, which were effective and financially feasible. The primary solutions are internally sourced; with a future long term recommendation of seeking advice from a third party firm to automate the process.

Adult Learners: A Targeted Marketing Approach, Sarah Baldelli, Camilo Botero, Camille Ferreol, Caleb Horton, Xinyue Ma, Stefan Sprinkmoller

School of Professional Studies

The development of the Adult Learner Capstone Project started with a focus and need to learn more about affinity groups in the Worcester area in order to reach the potential adult learner demographic. Although some partnerships already existed, the Director of Marketing and Communications for Graduate Admissions, Tara Probeck, yearned to explore the potential partnerships and alternative uses of professional organizations to market to the current working professionals. From this idea, our capstone project was introduced in hopes of establishing a comprehensive and exhaustive list of potential organizational partnerships, specific for the School of Professional Studies.