Social Media Commons^™

Higher Education Faculty Perceptions Of Chatgpt And The Influencing Factors: A Sentiment Analysis Of X, Yoseph Mamo, Helen Crompton, Diane Burke, Christine E. Nickel

STEMPS Faculty Publications

ChatGPT, an AI chatbot developed by OpenAI, was released in November 2022, sparking a significant surge in global awareness and utilization of generative AI across various domains. Although recent studies have acknowledged the significance of ChatGPT in the education sector, they have yet to focus on exploring faculty attitudes toward ChatGPT. We gathered a comprehensive corpus of tweets containing “#ChatGPT” and “#highered” between November 30th, 2022, and April 30th, 2023. We analyzed data by triangulating VADER, NRC lexicon, and ground coding. Findings suggest that 40% of the expressed sentiments were positive, 51% were neutral, and 9% were negative. The study …

Mapping Cooperation: Insights Into Colombia's Humanitarian Response To Migration From Venezuela, Liss Dayana Romero, Jose J. Padilla, Katherine Palacio, Erika Frydenlund

VMASC Publications

Introduction: Since 2015, Colombia has faced a significant humanitarian challenge, receiving 2.9 million displaced Venezuelans. This study examines organizational cooperation in the humanitarian response to this migration crisis, aiming to understand the coordination dynamics among key organizations and actors.

Methods: Our research combined interviews and web scraping to gather data on key actors and their relationships in the humanitarian response. We employed Social Network Analysis (SNA) to examine these relationships and the collaborative strategies among entities, focusing on how they address the migration challenges.

Results: The results indicate that cooperation occurred through mediated channels, where established NGOs collaborated via coordination …

Coping With Social Media Envy In Luxury Consumption: The Role Of Social Networking Site Actions, Murong Miao, Chuanyi Tang, Lin Guo, Kiran Karande

Marketing Faculty Publications

Because social networking sites (SNS) facilitate social comparison, consumer envy becomes inevitable among social media users. Drawing on social comparison and coping theories, this study examines how different types of envy lead to consumers? distinct behaviors on SNS, some of which are self-directed and focus on self-enhancement, and others are either positive or negative interactions with the envied person. Employing both the contexts of luxury product and service sharing experiences on Instagram, our four studies consistently found that while consumers who experience benign envy are more likely to interact with the envied positively, such as liking the envied? posts, those …

Through The Filter Lens: The Negative Impact Of Beauty Filters In Influencer Marketing, Faegheh Taheran, Veronica Thomas, Abdolali Mortazavi, Dana Amiri

Marketing Faculty Publications

The article focuses on the negative impact of beauty filters on followers' perceptions of social media influencers, examining how these filters affect attitudes through perceived authenticity and deception. Topics include the relationship between filter usage and follower attitudes; the mediating roles of authenticity and deception; the effects of different types of filters on influencer credibility; and highlight the importance of genuine presentation in influencer marketing.

All The Better To Hear You With: Using Social Media For Employee Listening, C. S. Ju, E. A. Liguori, N. M. Savage

Psychology Faculty Publications

The article explores the use of social media for employee listening in organizations, highlighting the importance of employee voice and its positive impact on the workplace. It suggests that social media platforms can provide a space for employees to express themselves, share ideas, and connect with others. However, caution is advised when integrating social media into formal workplace decisions and the hiring process due to concerns about fairness, privacy, and discrimination. The article also addresses the challenges faced by minority employees in voicing dissent and the potential for social media to amplify their voices. It recommends consulting the book "Social …

Beyond Binary: Revealing Variations In Islamophobic Content With Hierarchical Multi-Class Classification, Esraa Aldreabi, Khawlah M. Harahsheh, Mukul Dev Chhangani, Chung-Hao Chen, Jeremy Blackburn

Electrical & Computer Engineering Faculty Publications

In the digital age, the rise of Islamophobia-marked by an irrational fear or discrimination against Islam and Muslims-has emerged as a pressing issue, especially on social media platforms. In this paper we employs a multi-class classification system, moving beyond traditional binary models. We categorize Islamophobic content into three main classes and various subclasses, covering a range from subtle biases to explicit incitement. Comparative analysis of data from Reddit and Twitter illuminates the distinct prevalence and types of Islamophobic content specific to each platform. This paper deepens our understanding of digital Islamophobia and provides insights for crafting targeted online counter strategies. …

Toward Inclusivity: Rethinking Islamophobic Content Classification In The Digital Age, Esraa Aldreabi, Mukul Dev Chhangani, Khawlah M. Harahsheh, Justin M. Lee, Chung-Hao Chen

Electrical & Computer Engineering Faculty Publications

In this paper, we implement a comprehensive three-class system to categorize social media discussions about Islam and Muslims, enhancing the typical binary approach. These classes are: I) General Discourse About Islam and Muslims, II) Criticism of Islamic Teachings and Figures, and III) Comments Against Muslims. These categories are designed to balance the nuances of free speech while protecting diverse groups like Muslims, ex-Muslims, LGBTQ+ communities, and atheists. By utilizing machine learning and employing transformer-based models, we analyze the distribution and characteristics of these classes in social media content. Our findings reveal distinct patterns of user engagement with topics related to …

You Shall Know A Forum By The Words They Keep: Analyzing Language Use In Accessibility Forums For Blind Users, Nithiya Venkatraman, Anand Aiyer, Yash Prakash, Vikas Ashok

Computer Science Faculty Publications

Discussion forums are one of the favored platforms for knowledge sharing. Given their popularity, copious research exists on understanding linguistic and behavioral characteristics of forum conversations. However, prior investigations have mainly focused on general forums designed primarily for sighted users, and as such the applicability of their findings to the dedicated accessibility discussion forums frequented by blind individuals remains unanswered. To bridge this knowledge gap, and facilitate the development of better-informed assistive technologies for blind people, we investigated language use and identified the key semantic and cognitive characteristics of online accessibility forums. To aid our investigation, we collected a dataset …

Evaluating Social Media Reach Via Mainstream Media Discourse, Himarsha R. Jayanetti

Computer Science Faculty Publications

This study examines the intersection between social media and mainstream television (TV) news with an aim to understand how social media content amplifies its impact through TV broadcasts. While many studies emphasize social media as a primary platform for information dissemination, they often underestimate its total influence by focusing solely on interactions within the platform. This research examines instances where social media posts gain prominence on TV broadcasts, reaching new audiences and prompting public discourse. By using TV news closed captions, on-screen text recognition, and social media logo detection, we analyze how social media is referenced in TV news. Our …

The Effect Of Viewing Different Modalities Of Alcohol-Related Social Media Content Shared By Friends On Alcohol Outcomes: A Longitudinal Examination, Megan E. Strowger

Psychology Theses & Dissertations

Social influences have robust associations with problematic alcohol use among emerging adult college students. Examinations of social influences increasingly focus on social media influences via alcohol-related content (ARC) sharing and viewing. Limited longitudinal research suggests that increased exposure to ARC is associated with increased alcohol consumption among college students over time. Most research examining exposure has not focused on who (e.g., specific friends) is sharing this content, the modality (e.g., photos) or the qualities of those sharing content and their relationship (e.g., closeness) to the viewer. The current study examined cross-sectional and longitudinal associations between alcohol consumption/consequences and: 1) sharing …

Supporting Account-Based Queries For Archived Instagram Posts, Himarsha R. Jayanetti

Computer Science Theses & Dissertations

Social media has become one of the primary modes of communication in recent times, with popular platforms such as Facebook, Twitter, and Instagram leading the way. Despite its popularity, Instagram has not received as much attention in academic research compared to Facebook and Twitter, and its significant role in contemporary society is often overlooked. Web archives are making efforts to preserve social media content despite the challenges posed by the dynamic nature of these sites. The goal of our research is to facilitate the easy discovery of archived copies, or mementos, of all posts belonging to a specific Instagram account …

Extracting Information From Twitter Screenshots, Tarannum Zaki, Michael L. Nelson, Michele C. Weigle

Modeling, Simulation and Visualization Student Capstone Conference

Screenshots are prevalent on social media as a common approach for information sharing. Users rarely verify before sharing screenshots whether they are fake or real. Information sharing through fake screenshots can be highly responsible for misinformation and disinformation spread on social media. There are services of the live web and web archives that could be used to validate the content of a screenshot. We are going to develop a tool that would automatically provide a probability whether a screenshot is fake by using the services of the live web and web archives.

Behind Derogatory Migrants' Terms For Venezuelan Migrants: Xenophobia And Sexism Identification With Twitter Data And Nlp, Joseph Martínez, Melissa Miller-Felton, Jose Padilla, Erika Frydenlund

Modeling, Simulation and Visualization Student Capstone Conference

The sudden arrival of many migrants can present new challenges for host communities and create negative attitudes that reflect that tension. In the case of Colombia, with the influx of over 2.5 million Venezuelan migrants, such tensions arose. Our research objective is to investigate how those sentiments arise in social media. We focused on monitoring derogatory terms for Venezuelans, specifically veneco and veneca. Using a dataset of 5.7 million tweets from Colombian users between 2015 and 2021, we determined the proportion of tweets containing those terms. We observed a high prevalence of xenophobic and defamatory language correlated with the …

Nieubuurt On Sloss, 'Tyrants On Twitter: Protecting Democracies From Information Warfare', Joshua Nieubuurt

English Faculty Publications

[First paragraph] Information warfare (IW) in the twenty-first century has become a major issue facing democracies across the globe. In Tyrants on Twitter: Protecting Democracies from Information Warfare, David L. Sloss focuses on how legislation may help stem the tide of nefarious authoritarian state actors. Sloss posits that IW in the twenty-first century is allowing democratic decay and that an allied transnational front based on common legislation is a necessary step in equalizing the playing field. Sloss specifically focuses on state agents of Russia and China, calling for limitations on known state actors and eliminating malevolent agents' ability to …

Public Diplomacy And Foreign Policy Analysis In The 21st Century: Navigating Uncertainty Through Digital Power And Influence, Amber Brittain-Hale

Graduate Research Conference (GSIS)

In an era defined by digital networks and geopolitical risk, public diplomacy is gaining traction for global leaders to address uncertainty. This paper investigates the use of decentralized politics in public discourse and its implications for leadership. Individual global actors have increased public diplomatic efforts as a focus due to political uncertainty, particularly since 2016. The case of Ukraine and its President Ukraine's President Volodymyr Zelenskyy's use of digital and public diplomacy in the conflict with Russia emphasizes the importance of looking at individual actor impacts in international relations rather than just states. The study should concentrate on how digital …

"I'M Not Your Inspiration, Thank You Very Much.", Yoseph Mamo, Justin A. Haegele

Human Movement Studies & Special Education Faculty Publications

The development of interactive social media platforms has expanded how disability is communicated or shared with the public. Despite the potential of social media to challenge and educate nondisabled people's understanding of disability, little empirical research has been conducted in this area. In this study, we analyzed comments from a YouTube video from a seminal TED Talk by the late Australian disability rights activist, educator, and comedian Stella Young. The video titled "I'm not your inspiration, thank you very much | Stella Young" had accumulated 1,374,878 views, 22,000 likes, and 975 interactions (comments and responses) at the time of the …

Transitional Entrepreneurship: Unleashing Entrepreneurial Potential Across Numerous Challenging Contexts, Golshan Javadian, Anil Nair, David Ahlstrom, Kaveh Moghaddam, Li-Wei Chen, Younggeun Lee

Management Faculty Publications

[First paragraph] We are pleased to publish the special issue of the New England Journal of Entrepreneurship on transitional entrepreneurship. Transitional entrepreneurship refers to the practices of entrepreneurs from communities facing adversity who navigate substantial life transitions as they launch and manage new ventures in response to various changes and challenges in their environment. Entrepreneurship is not only a critical driver of economic growth and social development (Ahlstrom et al., 2019; McCloskey, 2010) but can also represent a life-changing transition for most, if not all, of the entrepreneurs themselves. Transitional entrepreneurship entails strategic pivots or transformations that enable entrepreneurs to …

Anti-American Stance In Turkey: A Twitter Case Study, Gowri Prathap, Alex Korb, Luke Palmieri, Ekrem Kaya, Saltuk Karahan, Hamdi Kavak

School of Cybersecurity Faculty Publications

The availability of social media and biased actors exacerbated Anti-American and Anti-Western views to extremes. In this paper, we report our efforts in analyzing anti-American views on Twitter. We have collected over three years of Turkish tweets related to the US, translated them into English, and analyzed these tweets using various computational social science tools. We found that Turkish tweets related to the US are significantly negative, and emotions reflect disgust and anger. Furthermore, we found that the source of the negative views stems from political actors like Trump or Biden rather than general hatred. Our results shed light on …

How Social Media Influencer Collaborations Are Percieved By Consumers, Veronica L. Thomas, Kendra Fowler, Faegheh Teheran

Marketing Faculty Publications

Within the social media community, influencers engage in a variety of collaborative practices such as tagging, reposting content from, or forming partnerships with other influencers and brands. While such collaborative efforts are a known practice, less is understood about how influencer collaborations affect consumers' perceptions of the partnering influencers, specifically when a status differential exists within the collaboration. We suggest that such collaborative practices, specifically those where the focal influencer has a higher status than the collaborating partner, may help to weaken consumers' perceptions that the influencer's actions are purely self‐focused. A pilot study, analyzing both influencer–influencer collaborations and influencer–brand …

Treating A Viral Culture: Using Cultural Competency And Social Informatics To Design Contextualized Information Literacy Efforts For Specific Social Information Cultures, Rachel N. Simons, Aaron J. Elkins, Shengnan Yang (Ed.), Xiaohua Zhu (Ed.), Pnina Fichman (Ed.)

STEMPS Faculty Publications

This chapter proposes a novel theoretical framework, Social Information Cultural Competency (SICC), that may be used for designing contextualized information literacy efforts. The SICC approach leverages the frameworks of social informatics, cultural competency, and psychosocial understandings of information behavior to encourage information professionals to develop more nuanced understandings of specific social information cultures. After defining this approach, the chapter then applies the SICC framework to a case study considering information literacy interventions addressing a social information culture engaged in sharing COVID-19 misinformation through social media. As part of this case study, the chapter discusses three current information literacy approaches to …

Pursuing Professional Learning By Using Social Media: How Do Instructional Designers Apply Self-Regulated Learning?, Pauline Salim Muljana, Tian Luo

STEMPS Faculty Publications

The instructional design and technology field are dynamic, requiring instructional designers to stay abreast through timely professional learning. Social media offers characteristics to collapse the time, geographical, and financial limitations of informal professional learning, but challenges exist. Continuous professional learning requires proactive actions, wherein self-regulated learning (SRL) plays an important role. How-ever, not all professionals know the effective strategies to promote SRL skills. This study examines instructional designers' (N = 17) experiences of professional learning on social media through an SRL lens. Data collected through semi-structured inter-views were analyzed using thematic analysis. Findings include SRL strategies con-ducted by instructional designers …

S-400s, Disinformation, And Anti-American Sentiment In Turkey, Russell "Alex" Korb, Saltuk Karahan, Gowri Prathap, Ekrem Kaya, Luke Palmieri, Hamdi Kavak, Richard L. Wilson (Ed.), Major Brendan Curran (Ed.)

Political Science & Geography Faculty Publications

As social and political discourse in most countries becomes more polarized, anti-Americanism has risen not only in the Middle East and Latin America but also among the U.S. allies in Europe. Social media is one platform used to disseminate anti-American views in NATO countries, and its effectiveness can be magnified when mass media, public officials, and popular figures adopt these views. Disinformation, in particular, has gained recognition as a cybersecurity issue from 2016 onward, but disinformation can be manufactured domestically in addition to being part of a foreign influence campaign. In this paper, we analyze Turkish tweets using sentiment analysis …

Not Just A Hashtag: Using Black Twitter To Engage In Critical Visual Pedagogy, Mia L. Knowles-Davis, Robert L. Moore, Susan Köseoğlu (Ed.), George Veletsianos (Ed.), Chris Rowell (Ed.)

Teaching & Learning Faculty Publications

[First Paragraph] We live in a global society in which we are constantly exposed to new technologies, people, and situations that transform our perceptions and worldviews. As we are exposed to these new experiences, it is increasingly necessary to maintain a critical eye and question what we are seeing. It is not enough for higher education merely to teach material; instructors should also teach the responsibilities and ethics that coincide with it. Encouraging criticality in higher education helps learners to develop a deeper understanding of social justice, inequality, and oppressive systems, and it teaches learners how to combat those issues …

Enabling Customization Of Discussion Forums For Blind Users, Mohan Sunkara, Yash Prakash, Hae-Na Lee, Sampath Jayarathna, Vikas Ashok

Computer Science Faculty Publications

Online discussion forums have become an integral component of news, entertainment, information, and video-streaming websites, where people all over the world actively engage in discussions on a wide range of topics including politics, sports, music, business, health, and world affairs. Yet, little is known about their usability for blind users, who aurally interact with the forum conversations using screen reader assistive technology. In an interview study, blind users stated that they often had an arduous and frustrating interaction experience while consuming conversation threads, mainly due to the highly redundant content and the absence of customization options to selectively view portions …

Instructional Designers Conducting Professional Learning Using Social Media: A Phenomenological Study Of Their Experiences Through A Self-Regulated Learning Lens, Pauline S. Muljana

STEMPS Theses & Dissertations

Because the instructional design and technology field is dynamic (Sharif & Cho, 2015; Wang et al., 2021), instructional designers need to pursue continuous, just-in-time professional learning (Carliner, 2018) to improve knowledge, skills, and abilities (Sharif & Cho, 2015; Ritzhaupt & Martin, 2015), without being constrained by location, budget, and time (Muljana et al., 2020; Muljana et al., 2021). On the one hand, the omnipresent social media technologies offer affordances for facilitating this type of professional learning. Such technologies allow instructional designers to reach out to colleagues, search for ready-to-implement strategies, and find relevant, timely information. On the other hand, conducting …

Getting Psyched About Memes In The Psychology Classroom, Lisa M. Kath, Gordon B. Schmidt, Sayeedul Islam, William P. Jimenez, Jessica L. Hartnett

Psychology Faculty Publications

Introduction: Internet memes are a ubiquitous part of internet culture and a common communication tool among students. Because they are a good medium for expressing ideas and concepts in a concise and fun manner, memes are a potentially valuable tool for teaching and engaging students.

Statement of the Problem: Instructors may not know how to use memes in classroom assignments or activities to support learning objectives.

Literature Review: Students finding or creating their own class-related content is an empirically-supported way to enhance learning. Instructors can enhance learning by using multimedia approaches (pictures/videos in addition to words), which is a good …

Tiktok As A Digital Activism Space: Social Justice Under Algorithmic Control, Brittany Haslem

Institute for the Humanities Theses

TikTok, a video sharing application, has become the center of viral internet culture. The app has risen in popularity so quickly that scholarly literature investigating its vast societal impact is still nascent. TikTok is not only used to discuss popular culture topics and create trends, but also being utilized as a tool for social justice activism in the United States in the wake of a tumultuous year with major events such as the coronavirus pandemic, a resurgence of the Black Lives Matter movement, and the 2020 presidential election. TikTok activism is not without critiques, ranging from concerns of foreign government …

Addressing Public Perceptions About Cell-Based Meat And Cellular Agriculture Through Metaphors, Yvette Emma Hubbard

English Theses & Dissertations

Today’s food movement places organic, holistic, and natural foods as priority. The idea aims for better human health, a farm-to-table community, and environmental sustainability. Soon a new meat alternative will become part of the ongoing food movement. What is it? Cell-based protein. It is a protein alternative to livestock protein. It is real protein from a real breathing animal. Cell-based beef for example is grown in a lab with cells from a living cow that does not have to die or be slaughtered. It is destined to become the new protein architecture on the horizon. Parts of this paper are …

How Online Platforms Are Used By Child Predators And What Are The Effective Preventive Measures?, Kayla Macpherson

Cybersecurity Undergraduate Research Showcase

As technology has evolved greatly in the twenty-first century alone, younger generations have had an opportunity to grow up with devices at their fingertips none have ever before. This accessibility has strengthened their ability of quick use, skill, and a strong feeling of comfort with using and having access to technology. There seems to be more children with access to the internet than there are without, but there is also an ongoing issue behind the screens.

Did They Really Tweet That?, Caleb Bradford, Michael L. Nelson (Mentor)

Computer & Information Science: Research Experiences for Undergraduates in Disinformation Detection and Analytics

No abstract provided.