Social Media Commons^™

Comparative Analysis Of Big Data Analytics Software In Assessing Sample Data, Soly Mathew Biju, Alex Mathew

Journal of International Technology and Information Management

Over the last few years, big data has emerged as an important topic of discussion in most firms owing to its ability of creation, storage and processing of content at a reasonable price. Big data consists of advanced tools and techniques to process large volumes of data in organisations. Investment in big data analytics has almost become a necessity in large-sized firms, particularly multinational companies, for its unique benefits, particularly in prediction and identification of various trends. Some of the most popular big data analytics software used today are MapReduce, Hive, Tableau and Hive, while the framework Hadoop enables easy …

Tools Of Change: Equipping Nonprofits With The Tools To Inspire Change, Nicole Irons

Masters Theses

Whether I am working for a small nonprofit in Indiana or at an elephant sanctuary in Cambodia I have seen consistent areas of struggle and shortcomings in nonprofit organizations. After years of working in different organizations the struggles nonprofits consistently face are a lack of resources in three main areas. These main areas of struggle are: visibility, funding, and people. The idea then occurred to me of why? And while these resources seem to appear unconnected, what if they all stem from one problem? Could we create a tool (or set of tools) to help alleviate these main struggles? Is …

Modernizing A Podcast Media Organization Via Social And New Media Rebranding Methods, Randi A. Hair

Journalism

The following study and subsequent public relations campaign is intended to explore the difficulties, opportunities, caveats and all facets of transitioning a traditional travel media organization to new media. It unearths the pitfalls/barriers that naturally occur and aggregate over time when an organization or journalist (specifically “Journeys of Discovery with Tom Wilmer” in this scenario) has not adapted nor altered their practices for changing common practices in the media industries. In this campaign, journalist Thomas Wilmer is seeking to increase his podcast audience and digital presence.

The research conducted for this study is two-fold. Firstly, the research demonstrates best practices …

The Retransmission Of Rumor And Rumor Correction Messages On Twitter, Alton Y. K. Chua, Cheng-Ying Tee, Augustine Pang, Ee-Peng Lim

Research Collection Lee Kong Chian School Of Business

This article seeks to examine the relationships among source credibility, message plausibility, message type (rumor or rumor correction) and retransmission of tweets in a rumoring situation. From a total of 5,885 tweets related to the rumored death of the founding father of Singapore Lee Kuan Yew, 357 original tweets without an “RT” prefix were selected and analyzed using negative binomial regression analysis. The results show that source credibility and message plausibility are correlated with retransmission. Also, rumor correction tweets are retweeted more than rumor tweets. Moreover, message type moderates the relationship between source credibility and retransmission as well as that …

Understanding Music Track Popularity In A Social Network, Jing Ren, Robert J. Kauffman

Research Collection School Of Computing and Information Systems

Thousands of music tracks are uploaded to the Internet every day through websites and social networks that focus on music. While some content has been popular for decades, some tracks that have just been released have been ignored. What makes a music track popular? Can the duration of a music track’s popularity be explained and predicted? By analysing data on the performance of a music track on the ranking charts, coupled with the creation of machine-generated music semantics constructs and a variety of other track, artist and market descriptors, this research tests a model to assess how track popularity and …

Snapshots Of The Self: Exploring The Role Of Online Mobile Photo Sharing In Identity Development Among Adolescent Girls, Jenna M. Drenten

School of Business: Faculty Publications and Other Works

A chapter written by Jenna Drenten for Online Consumer Behavior: Theory and Research in Social Media, Advertising and E-tail (2017).

Digital Mindfulness: An Emerging Field Of Inquiry And Practice, Sherri Henderson

Mindfulness Studies Theses

This two-part paper explores digital mindfulness as an emerging field of inquiry and practice into the integration of technology and contemplative practices. The first part surveys the growing research on the effects of technology on health and well-being. Investigating Buddhist teachings leads to a more balanced and aware approach towards integrating mindfulness with the digital world. Digital mindfulness encourages meaningful engagement while online. It also encourages thoughtfulness, awareness and intention. Digital mindfulness also reshapes and encourages conversations in our homes, schools, and proposes digital responsibility and digital citizenship. The second part of the paper proposes a framework for a workshop …

Inferring Personal Economic Status From Social Network Location, Shaojun Luo, Flaviano Morone, Carlos Sarraute, Matias Travizano, Hernan A. Makse

Publications and Research

It is commonly believed that patterns of social ties affect individuals’ economic status. Here we translate this concept into an operational definition at the network level, which allows us to infer the economic well-being of individuals through a measure of their location and influence in the social network.We analyse two large-scale sources: telecommunications and financial data of a whole country’s population. Our results show that an individual’s location, measured as the optimal collective influence to the structural integrity of the social network, is highly correlated with personal economic status. The observed social network patterns of influence mimic the patterns of …

Clicks, Likes, And Shares: Using The Theory Of Planned Behavior, Self-Efficacy, And Impression Management To Predict Digital Activism Activities, Aaron Noland

Dissertations, 2014-2019

Social media has evolved as a space for connection, advocacy, and commerce in recent years. Nonprofit organizations have been called to engage stakeholders on the Internet generally, and social media specifically as the pervasiveness of online presence has increased. In addition, nonprofit organizations have struggled to sustain engagement with the millennial population over the same time. Millennials have been termed digital natives and use social media proficiently. The convergence of these two mandates for nonprofit organizations – to engage via social media and to engage millennials – represents the importance of this study. To begin to help nonprofit organizations develop …

My Black Is Radical And Sensual: White Privilege And The Policing Of Black Women’S Body On Instagram, Alexis M. Franklin

Cultural Studies Capstone Papers

This project argues that the overarching idea of white supremacy as well as Black pleasure politics disportionately alienates Black women from having the same freedom online as white women. In particular, this project analyzes the public commentary on two parallel sets of Instagram images, one of Beyonce and another of Kim Kardashian, as well as those of white women using the slutwalk hashtag and images of Black women who do not use the hashtag.

Project Anonymous: When Anonymity Meets Artwork, Robert J. Riglietti

Senior Honors Projects

In an attempt to build a new type of even playing field for artists, Kira Wencek and I developed an anonymous art sharing web app under the moniker of Project Anonymous. In an attempt to mitigate the drawbacks of current online avenues for creative content sharing, the app addresses privacy issues, visibility issues, and external artist influence. As the theorist of the group, using research from Manuel Castelles, Danah Boyd, and Jaron Lanier, I assisted in shaping the functionality and oversaw the general direction of the application. This assisted me in theorizing the hypothetical outcomes and social impacts that the …

Can Tweets Predict Intraday Stock Price Movements?, Diwas Puri

Honors Projects in Finance

Twitter is a microblogging platform where over 320 million people post about things that matter to them in less than 140 characters. People post about their happiness, sadness, pride, disappointments, love, hate, expectations and other feelings. Nowadays, a popular trend has come up in which data from Twitter, can be gathered and analyzed in real time to see how people react to a particular situation including changes in stock markets. This research focuses on looking into the relationship, if any, between public mood from Twitter and the stock market returns by analyzing the Tweets about four major companies in consumer …

Umass Memorial Healthcare Information System Job Ladder, Matthew Simoncini, Vamsi Kavuru, Antariksh Nanda, Tahaseen Mahaboob Basha, Vikram Patil

School of Professional Studies

The capstone project report emphasizes the importance of a job ladder and the need of an hour to implement it at UMASS Memorial health care. The scope of this project is to create a well-established job ladder at UMASS with pre-defined standards on job levels related to Information Technology department that would facilitate in hiring, developing and promoting employees at various stages.

A Learning Framework For The Ywca Central Massachusetts, Dayna Ankermann, Manjushree Burdekar, Priyanka Joshi, Ying Song, Yumeng Chen, Xing Xie

School of Professional Studies

After meeting with the Director of Wellness and Health Equity at the YWCA Central Massachusetts (which will be referred to as the YWCA from here on out), we learned that as a non-profit gym and health center, it is heavily underfunded. The main focus of the project was to determine how to upkeep the facility while bringing in new customers with limited resources and budget. Due to the needs of the YWCA, our group focused on six aspects: revenue stream, donor retention, increasing membership, customer experience, social media marketing, and membership fee structure. After completing extensive research, we were able …

Human Services Management (Hsm) Certificate Program Expansion To Western Massachusetts Feasibility Study, Paul Campbell, Patrick Deschenes, Maria Pacheco, Bradley Paul, Elizabeth Vittum, Jing Zhang

School of Professional Studies

One of the most popular cost-savings programs that the Providers’ Council currently offers its members is a Certificate in Nonprofit Human Service Management (HSM) provided in partnership with Clark University and Suffolk University. As human services providers are struggling to hire and retain qualified staff, the need to provide professional development opportunities to help grow and expand a skilled health and human services workforce is a critical issue facing nonprofit organizations and communities in Massachusetts. This feasibility study examines the viability of Providers’ Council and Clark University expanding its HSM Certificate Program to organizations and staff located in western Massachusetts. …

Somali National University, Sharmarke Abdulla, Nikala Pieroni, Jenna Caskie, Sergii Odnodvorets, Tanyue Gong, Lahari Dasari

School of Professional Studies

The executive summary presents an overview of the principal conclusions and recommendations for Somali National University Faculty of Education (FoEd) regarding the following concerns: Difficulty with recruiting high quality prospects to the FoEd; Ineffective and counterintuitive use of social media as a tool to improve brand equity, as well as as a tool to attract and communicate with prospective and current students; Unbalanced gender ratio of current student body; Absence of student services and student supports; Low student retention rate; Limited resources for academic advising; This document is the result of a Clark University School of Professional Studies Capstone Project.

Can Public Diplomacy Survive The Internet? Bots, Echo Chambers, And Disinformation, Shawn Powers, Markos Kounalakis

United States Department of Energy: Publications

Report from a meeting held on the topic of disinformation, the Internet, and public diplomacy held at the Hoover Institution, Stanford University, in 2017.

Executive Summary

Scientific progress continues to accelerate, and while we’ve witnessed a revolution in communication technologies in the past ten years, what proceeds in the next ten years may be far more transformative. It may also be extremely disruptive, challenging long held conventions behind public diplomacy (PD) programs and strategies. In order to think carefully about PD in this ever and rapidly changing communications space, the Advisory Commission on Public Diplomacy (ACPD) convened a group of …

Examining Snapchat: Narcissistic Tendencies Of Core Users, Austin Philpott, Susan Waters

Undergraduate Honors Theses

This study aims to establish current levels of narcissistic tendencies among the major Snapchat demographic, 18 to 34-year-olds in the United States. Like the Raskin and Terry 40-item Narcissistic Personality Inventory, commonly referred to as NPI-40, the present survey utilized a smaller variant with 16 items, known as NPI-16, for participants. This study may provide indications for further research and advertising techniques using social media, specifically Snapchat.

Persona Generation From Aggregated Social Media Data, Soon-Gyo Jung, Jisun An, Haewoon Kwak, Moeed Ahmad, Lene Nielsen, Bernard J. Jansen

Research Collection School Of Computing and Information Systems

We develop a methodology for persona generation using real time social media data for the distribution of products via online platforms. From a large social media account containing more than 30 million interactions from users from 181 countries engaging with more than 4,200 digital products produced by a global media corporation, we demonstrate that our methodology can first identify both distinct and impactful user segments and then create persona descriptions by automatically adding pertinent features, such as names, photos, and personal attributes. We validate our approach by implementing the methodology into an actual working system that leverages large scale online …

In A World Where We Are Constantly Connected, How Connected Are We?, Samantha Valenza

Senior Honors Projects

Social media in today’s world is common amongst millennials (trend-setting young adults born 1980-2002) as a source of news and networking. Social media has yielded benefits, including the ability to connect with geographically dispersed, like-minded individuals for entertainment, employment opportunities, or to engage in activism. However, the popularity of social media, as well as the frequency of its use, raises questions about its effects on our lifestyles, habits, and interpersonal relationships. Despite its benefits, social media usage may have a darker side. Extreme cases involving addiction, fake news, identity theft, cyber-bullying, and other criminal activities have received some attention. Less …

Journalism In The Digital Age: The Adaptation Of Facebook Live In News Organizations, Brittany Stephanis

Renée Crown University Honors Thesis Projects - All

Given the prevalence of technology and the ability to go live on mobile phones, journalists and news organizations alike are learning why Facebook Live is such an important tool. As part of my research, I found online articles explaining the impact Facebook Live has had on the journalism industry and interviewed three different experts on the subject. In doing so, I was able to demonstrate the perspectives of someone from network news, a print and online publication, as well as a well-versed academic. My short documentary covers the rise of “fake news” and citizen journalism on the social media platform. …

A Content Analysis Of The 2014 Immigration Crisis Media Coverage: An Intergroup Threat Theory Approach On The Age Of Immigrants, Carolee Lantigua

Renée Crown University Honors Thesis Projects - All

The purpose of this research is to understand, through the intergroup threat theory, how the national and local press perceive unaccompanied minors through their media coverage. Using the 2014 immigration crisis, during which an exodus of unaccompanied minors crossed into the United States beginning in 2013, this paper investigates two central ideas: first, how does media coverage of young unaccompanied immigrants differ from the media coverage of non-minor immigrants? Second, how does spatial proximity to the American-Mexican border affect the tone of the media coverage young unaccompanied immigrants receive? I sampled two national newspapers and two local newspapers to interpret, …

What’S Your Brand? Teaching Students To Leverage Social Media To Launch Their Careers, Alexandra Gomes, Gisela Butera, Anne Linton

Himmelfarb Library Faculty Posters and Presentations

No abstract provided.

“We Were Not Prepared To Tell People Yet”: Confidentiality Breaches And Boundary Turbulence On Facebook, Jocelyn M. Degroot, Tennley A. Vik

SIUE Faculty Research, Scholarship, and Creative Activity

Communication Privacy Management theory provides a framework for investigating confidentiality breaches that occur on Facebook. Open-ended online questionnaires served as mechanism for collecting data about privacy violations and the resulting boundary turbulence. Privacy violations validated three a priori categories (Petronio & Reierson, 2009) of confidentiality breaches (privacy ownership violations, discrepancy breaches of privacy, and pre-emptive privacy control). Findings indicated that the lack of established explicit privacy rules led to privacy violations and boundary turbulence. Results also provided insight regarding motivations of privacy violations, reactions to privacy violations, and the role of privacy rules in the violation.

Student Attitudes On Social Media And Perception Of Instructor Social Media Use., Abi Mathew John

Electronic Theses and Dissertations

The purpose of this study is to understand what student attitudes are toward using social media in the classroom and if those attitudes influenced how they perceive instructors using social media in the classroom. Implementing a mixed method approach, this study conducted focus groups to gain an in-depth understanding of what student attitudes were and why they held those ideas. A survey was then distributed to the students’ in a Midwestern University to see if there was a relationship between students attitudes and their perceptions of instructors who use social media. Results showed that students do hold a positive attitude …

Information Sharing, Transparency, And E-Governance Among County Government Offices In Southeastern Michigan, Lawrence Bosek

All NMU Master's Theses

The Internet has given rise to the availability of information at our fingertips. While the public, particularly consumers, are more commonly described as being the leading users and beneficiaries of electronic information services, businesses and governments are also players in the arena for sharing official information. Information can be easily stored on Internet websites for the public, businesses, and other governmental offices to search and peruse when needed. This study examined the ease of locating county governmental information, such as contact information for public officials and financial reports, and surveyed elected county officials for purposes of identifying how information is …

Sensors Everywhere: Using Satellites And Mobile Phones To Reduce Information Uncertainty In Human Rights Crisis Research, Christoph Koettl

Genocide Studies and Prevention: An International Journal

This article critically reviews the use of ICTs for human rights crisis research. While focusing on two specific technologies—satellite imagery and mobile phone technology—it proposes a general framework for analyzing the added value of ICTs. The author suggests that their added value in mass atrocities research arises from their ability to reduce information uncertainty, a challenge that is exacerbated in the digital age. This is different from delivering “truth”, an inaccurate description that only leads to unfulfilled expectations and hopes. The article is written from a practitioner’s perspective, drawing from the work of a global human rights watchdog, thus avoiding …

Dialogic Communication And Public Relations Websites: A Content Analysis Of The Global Top 250 Pr Agencies, Charles C. Akwari

Electronic Theses and Dissertations

Past research has shown that dialogic communication has essential characteristics that foster two-way communication between organizations and their stakeholders. This study investigates how public relations firms incorporate the principles of dialogic communication on their websites. The top and bottom 50 websites from the Holmes report on Top 250 Global PR agency rankings were content analyzed. Kent and Taylor’s (1998, 2003) five principles of dialogic communication were applied to find out if public relations firms incorporate the principle of dialogic communication effectively on their websites, provide relevant information for stakeholders and prospective clients, and if there are differences between PR rankings …

(Social) Media Priming: The Role Of Social Media In Priming Biases And Aggression In Online News Readership, Thomas Stallbaumer Ii

Graduate Theses and Dissertations

This thesis is aimed at better understanding the role of media priming in biases and aggression while using social media platforms to consume news. Priming theory holds that exposure to media can have short-term impacts on people’s subsequent behaviors or judgments. (Roskos-Ewoldsen et al., 2009)

Research in priming theory has shown that there are primes for aggressive behavior, the information and criteria we use in making judgments of the president, and various stereotypes. (Chang and Hitchon, 2004; Dixon and Maddox, 2005; Josephson, 1987; Valentino, 1999; )

This study will discuss the ways in which biases and aggression can be more …

"To Share Or Not To Share:" A Study Of An Individual's Self-Representation On Instagram In Accordance With Impression Management Theory, Breyanna Marie Blackwell

Electronic Theses and Dissertations

This research study examined what the motivations and consequences of self-disclosure on Instagram were as well as its correlation with Impression Management Theory. The research used a 37 question survey which was distributed on social media, through the Department of Media and Communication at ETSU as well as a public speaking class. There were 232 participants in this study who were 18 or older and used Instagram. Research found that individuals’ self disclose using levels of relationship management, showing off, information sharing and habitual behavior. Future research includes the opportunity to incorporate a sample of participants across different cultures to …