Social Media Commons^™

User Behavior Mining In Microblogging, Tuan Anh Hoang

Dissertations and Theses Collection (Open Access)

This dissertation addresses the modeling of factors concerning microblogging users' content and behavior. We focus on two sets of factors. The first set includes behavioral factors of users and content items driving content propagation in microblogging. The second set consists of latent topics and communities of users as the users are engaged in content generation and behavior adoptions. These two sets of factors are extremely important in many applications, e.g., network monitoring and recommender systems. In the first part of this dissertation, we identify user virality, user susceptibility, and content virality as three behavioral factors that affect users' behaviors in …

Collective Rumor Correction On The Death Hoax Of A Political Figure In Social Media, Alton Y. K. Chua, Sin-Mei Cheah, Dion Hoe-Lian Goh, Ee-Peng Lim

Research Collection School Of Computing and Information Systems

Conversations on social media networks that discuss a crisis incident as it unfolds have become a norm in recent years. Left to its own devices, such conversations could quickly degenerate into rumor mills. Little research has thus far examined the correction of rumors on social media. Using the third person effect as a theoretical underpinning, we developed a model of collective rumor correction on social media based on an incident surrounding the death hoax of a political figure. Tweets from Twitter were collected and analyzed for the period when a spike of circulating rumors speculating the demise of Singapore's first …

Mcv Wines Social Media Marketing Campaign: Successfully Marketing Wine To Millennials, Dillon Payne

Journalism

The following study investigates how to develop a commercial on a social media platform in order to advertise a product to millennials – in this study, wine is the product. The number of consumers is increasing as each year more and more millennials become 21 years old, thus being able to be the next and newest consumer of the wine industry. The campaign’s focus was to create a wine commercial for a tasting room called MCV Wines and market it on social media to see if millennials would be interested in purchasing wine after seeing the commercial. Withscholarly research, the …

The Importance Of Online Peer Relationships During The Transition To Motherhood: Do They Decrease Stress, Alleviate Depression And Increase Parenting Competence?, Bobbie Sue Arias

Dissertations and Theses

This research addressed the challenges faced by women in today's society during the transition to motherhood, and explored the possible benefits of an online natural helping network of blogging peers. Given the content of the literature describing the transition to motherhood and the many hardships that pose possible obstacles for an ideal transition, this research attempted to uncover the reasons why mothers blog and what benefit, if any, they experience as a result of blogging. This study explored the following questions: Why do women blog during the transition to motherhood? What is the relationship among the seven identified variables: blogging …

Social Media's Impact On Compassion, Courtney L. Tulipani

Capstone Projects and Master's Theses

The purpose of this paper is to understand whether individuals are losing their sense of compassion through the use of using social media. I will be examining the social media sites Facebook and YouTube, and I will provide examples as to how people are losing their compassion through use of these sites in order to victimize and bully others.

I will be discussing cyberbullying within this essay and how it is an example of how individuals are losing their compassion online. My primary source will be the case of Amanda Todd, who was a severely bullied fifteen year-old girl who …

Padded Assumptions: A Critical Discourse Analysis Of Patriarchal Menstruation Discourse, Kathryn M. Lese

Masters Theses, 2010-2019

In 2015, Rupi Kaur’s photography project featuring a menstruating woman was censored on Instagram, a photo sharing social media platform. The menstruation censorship created a surge in public media discourse about what is and is not appropriate to discuss about menstruation. Menstruation communication is often discrete or invisible in dominant discourse and focuses of medicalization rather than the social norms of “performing menstruation”. This thesis explores menstruation communication in public media discourse and examines how it empowers and disempowers the menstruating female body. Themes including the everyday language of menstruation, patriarchal censorship of women’s bodies, shame and stigma in menstruation …

Advocacy Campaign For Women's Reproductive Health And Access On Social Media, Rachel Crist, Jules Montes, Lauren Frank

Student Research Symposium

Advocacy organizations increasingly rely on social media (e.g. Twitter hashtags) to foster issue awareness. Social media platforms can be promising communication channels to reach diverse audiences; however, it is unclear how effective these campaigns are at reaching audience members whose views do not align with the campaign. Using diffusion of innovations as a theoretical framework, this study examines the #BirthControlHelpedMe campaign to better understand the response to an advocacy campaign promoted via Twitter. Focus groups were conducted separately for men and women. The moderator led participants in a semi-structured discussion of perceptions of birth control. Participants were then shown example …

Information Seeking Behavior Of Expats In Asia On Facebook Open Groups, Priyanka Sharma, Sumita Govindan

Research Collection Library

With the rise of the global economy and an increasingly mobile global workforce, expat communities are commonplace the world over. Information Communication Technologies (ICTs) play an increasingly important role in keeping people connected, facilitating the formation of virtual communities based on interest, stage of life, profession and other commonalities. These virtual communities, much in the same way as traditional communities, feature social transactions of different kinds, including information seeking. Using content analysis, our study seeks to delineate patterns of information seeking on three Facebook groups for expats in terms of the categories of information sought and shared, speed of responses …

Charlton Fire Department Resident Expectations: Survey And Analysis, Natalie Omary, Jingxin Wen, Junchen Chen, Denis Kornev

School of Professional Studies

The Town of Charlton is located in the heart of the Massachusetts with a resident population of just under 14,000 people. The Charlton Fire Department serves the town for needs related to fire fighting, fire prevention, burning permits and inspection services along with emergency medical services. The Department has requested the assistance of the Clark University COPACE Capstone students in creating and conducting survey in order to get a sense of what the resident of the town know about the fire department and to better gauge their expectations about what the department can provide for them. The survey was formulated …

Information Technology Proposal For The Town Of Spencer, Vijay Basava, Corey Kenyon, Mahdi Soltani

School of Professional Studies

The Town of Spencer came to us looking for a plan to build and maintain their own personal fiber network for connection between departments and to improve data security for important information. After assessing the existing landscape and determining the various paths forward, we created network diagrams and plans for the movement forward of this project.

After assessing a variety of plans, we found that a full single-mode fiber network would be the best system for the implementation in Spencer. While it was the highest cost, it also scored the highest in our assessment.

Developing An Online Database Of Experts For The Worcester Regional Chamber Of Commerce, Zikan Chen, Douglas Grey, Pranjal Shah

School of Professional Studies

The Worcester Regional Chamber of Commerce as part of their mission to attract business to the Worcester area, want to create an online searchable database of industry experts made up of faculty members of the Colleges and Universities in the Worcester area. This online database will be placed on the Worcester Regional Chamber of Commerce Higher Education – Business Partnership page on their website. The limitations placed on this request are that the Regional Chamber as of this moment have no monetary or Information Technologies resources to provide for the realization of this request.

The proliferation of as A Service …

Cybersecurity Awareness Shrewsbury Public Schools, Brittany Crompton, David Thompson, Manuel Reyes, Xueyan Zhao, Xueke Zou

School of Professional Studies

In the 21st Century, technology reaches every aspect of our lives. As “digital citizens” we must be aware of the dangers both to our technological equipment and our personal information stored, transmitted, and processed on this equipment. The Cybersecurity Awareness curriculum developed for the Shrewsbury Public School district is designed to meet this need, as well as foster an interest in technology and ethical computer use.

Analysis Of The Point Of Sales System At Tower Hill Botanical Garden And Suggested Courses Of Action, Brian Dunn, Keerthi Bandi, Chantal Kopwa Epse Kassa, F.N.U Shelly

School of Professional Studies

As Tower Hill Botanic Garden continues to improve on its operations and enhance the experience of its visitors and members, they are on a quest for a new Point-Of-Sale (POS) system that not only works with its existing hardware and interface with Raiser’s Edge, a smartcloud fundraising and relationship management software central to the garden’s operations but also, have a restaurant module and the capability of operating both in a wireless and hard-wired environment.

The Effects Of Social Media On Music Sharing, Rachel Zucker

Senior Theses

Studying music and its evolution in a society can give researchers a clue about the culture of a group of people as a whole. I believe that studying the way that music is shared is an integral part of this. In my research, I explored the historical roots of the digitization of music, while simultaneously examining the evolution of social media networks and their role in music sharing. Through my research, I gained an understanding of the flow of music exchange in today’s society by identifying the current, dominant social media and music streaming platforms and examining how each platform …

Why Do People Continue Using Facebook: An Empirical Study From The Perspectives Of Technology Adoption And Social Contract, Chen-Wei Chang

Dissertations

Online stalking, identity theft, and other privacy-related issues have become the major reasons that impede users from continuously using their Facebook accounts. To better understand how privacy risks, among other factors, have come into play, in terms of affecting users’ intention to continue using social networking sites, the present study applies three theories (i.e., the unified theory of acceptance and use of technology 2, social contract theory, and technology continuance theory) to develop a new model for Facebook use continuance. An online survey (N = 450) was performed by administrating a random sampling method in January and February of 2014. …

Corporate Social Responsibility On Twitter, Rachel E. Deems

Journalism Undergraduate Honors Theses

Through content analysis of corporate social responsibility (CSR) on Twitter, this study examines how the country’s top and largest corporations in each of the main industries portray CSR on Twitter. The study investigates the agenda-setting potential of the CSR tweets based upon the variables examined, including (a) CSR dimension, (b) CSR topic, (c) tone, (d) stakeholders, (e) Twitter attributes, and (f) Twitter interactivity. The results indicate that CSR tweets predominantly portray the discretionary level of CSR, regardless of industry, predominantly include topics of public philanthropy, especially service-producing industries, and positive tone was used most frequently across industries. The community was …

Adapting Nonverbal Coding Theory To Mobile Mediated Communication: An Analysis Of Emoji And Other Digital Nonverbals, Carley Durante

Masters Theses

Nonverbal communication has been an area of communication theory studied for decades. Despite more daily communication occurring over mediated communication, there is a lack of research surrounding digital communication, specifically mobile-mediated communication (MMC). While there has been research conducted regarding computer-mediated communication (CMC), specifically studies examining email communication and instant messaging (IM), the mobile conversation is relatively untouched by current scholarship. This paper will streamline nonverbal coding research to set the groundwork for application and translation of nonverbal coding elements to mobile-mediated communication and the text message conversation. Even more specifically, the elements of kinesics, vocalics, and chronemics will be …

Cest: City Event Summarization Using Twitter, Deepa Mallela

Computer Science Graduate Projects and Theses

Twitter, with 288 million active users, has become the most popular platform for continuous real-time discussions. This leads to huge amounts of information related to the real-world, which has attracted researchers from both academia and industry. Event detection on Twitter has gained attention as one of the most popular domains of interest within the research community. Unfortunately, existing event detection methodologies have yet to fully explore Twitter metadata and instead rely solely on identifying events based on prior information or focus on events that belong to specific categories. Given the heavy volume of tweets that discuss events, summarization techniques can …

Context-Aware Advertisement Recommendation For High-Speed Social News Feeding, Yuchen Li, Dongxiang Zhang, Ziquan Lan, Kian-Lee Tan

Research Collection School Of Computing and Information Systems

Social media advertising is a multi-billion dollar market and has become the major revenue source for Facebook and Twitter. To deliver ads to potentially interested users, these social network platforms learn a prediction model for each user based on their personal interests. However, as user interests often evolve slowly, the user may end up receiving repetitive ads. In this paper, we propose a context-aware advertising framework that takes into account the relatively static personal interests as well as the dynamic news feed from friends to drive growth in the ad click-through rate. To meet the real-time requirement, we first propose …

On Unravelling Opinions Of Issue Specific-Silent Users In Social Media, Wei Gong, Ee-Peng Lim, Feida Zhu, Pei Hua Cher

Research Collection School Of Computing and Information Systems

Social media has become a popular platform for people toshare opinions. Among the social media mining researchprojects that study user opinions and issues, most focus onanalyzing posted and shared content. They could run into thedanger of non-representative findings as the opinions of userswho do not post content are overlooked, which often happensin today’s marketing, recommendation, and social sensing research.For a more complete and representative profiling ofuser opinions on various topical issues, we need to investigatethe opinions of the users even when they stay silent onthese issues. We call these users the issue specific-silent users(i-silent users). To study them and their …