Digital Commons Network^™

Interpretable Rumor Detection In Microblogs By Attending To User Interactions, Ling Min Serena Khoo, Hai Leong Chieu, Zhong Qian, Jing Jiang

Research Collection School Of Computing and Information Systems

We address rumor detection by learning to differentiate between the community’s response to real and fake claims in microblogs. Existing state-of-the-art models are based on tree models that model conversational trees. However, in social media, a user posting a reply might be replying to the entire thread rather than to a specific user. We propose a post-level attention model (PLAN) to model long distance interactions between tweets with the multi-head attention mechanism in a transformer network. We investigated variants of this model: (1) a structure aware self-attention model (StA-PLAN) that incorporates tree structure information in the transformer network, and (2) …

Extrajudicial Statements And Prejudice In The Digital Age: Creating Factors To Preserve The Balance Between Attorney And State Interests In Trial Litigation, Emily R. O'Hara

William & Mary Law Review

As social media’s prevalence and usage grows within the United States, people and organizations capitalize on new media to send news to users. In 2017, 67 percent of people consumed their news from social media websites, and the rate continues to grow. Local and national news sources bring newsworthy stories to active users on social media sites such as Twitter, where users can communicate and interact with one another to promote ideas and spread information. These online accounts cover not only mundane, day-to-day news, but also salacious stories relating to civil and criminal lawsuits.

In April 2018, attorney Neal Katyal …

Effect Of Penitence On Social Media Trust And Privacy Concerns: The Case Of Facebook, Emmanuel Wusuhon Yanibo Ayaburi, Daniel N. Treku

Information Systems Faculty Publications

Abuse of information entrusted to organizations can result in a variety of privacy violations and trust concerns for consumers. In the event of violations, a social media brand or organization renders an apology – a form of social account – to alleviate users’ concerns and maintain user membership and engagement with the platform. To explore the link between apology offered by a social media brand or organization and the users’ trust dynamics in the brand’s services, we study how organizational integrity can contribute to reducing individuals’ privacy concerns whiles increasing or repairing their trust. Drawing on organizational behavioral integrity literature, …

Marketing For Next Gen Extension Clientele Through The Use Of Geofilters, Jamie Davis, Samara Rufener, Alan Dennis, Ann Marie Murphy

Journal of Extension

Research supports Extension educators' use of social media as an engagement, outreach, and marketing tool beyond posts shared by staff and faculty. This article highlights the practical use of Snapchat geofilters at county and statewide Extension events to support the creation of user-generated content and increase Extension's visibility with the public. The development and implementation of an innovative statewide marketing project resulted in data and recommendations that can help Extension educators make meaningful marketing decisions.

The Use Of Social Media By Undergraduates In South-West Nigeria: A Comparative Study, Osebhajimende Esther Ogedengbe Mrs, Ganiyu Oluwaseyi Quadri Mr

Library Philosophy and Practice (e-journal)

This study investigated the use of social media by undergraduates in South-West Nigeria using Bowen and Olabisi Onabanjo universities as a case study. A descriptive research design method was employed for this study, while the population consisted of undergraduate students from thirteen faculties at OOU and seven faculties at BU who are offering undergraduate programs with total population of 15, 291. A multi stage sampling method was adopted to select 10% of 3465, giving a sample size of 348. A questionnaire was the major instrument used for data gathering and the data obtained was analyzed through SPSS. The study found …

Ministries Of Truth: Free Speech And The Tech Giants, Clayton Calvin

The Journal of Business, Entrepreneurship & the Law

As the tech giants’ influence has grown, they have increasingly become arbiters of truth. This comment explores three methods for lessening their authority over digital speech. Antitrust, adjustment of the companies’ “neutral platform” status, and even creative use of First Amendment could each serve its role. At the same time, the First Amendment rights of the companies themselves pose a barrier, justifiably, to each method. To remain true to its founding ideals, America must lessen this private grip on civic discourse without expanding the government’s dominion over it.

Messing With The Enemy: Surviving In A Social Media World Of Hackers, Terrorists, Russians, And Fake News, David T. Burbach, Clint Watts

Naval War College Review

No abstract provided.

The George-Anne, Georgia Southern University

The George-Anne

• Single people are feeling the pressure from social media
• Juwan Smith resigns as SGA president
• Women in Technology to host first GS Hackathon
• Search for Associate VP for Inclusive Excellence Narrowed Down to Three
• The Widow Maker Collective brings a dream to Georgia Southern
• Bulloch County holds annual parade honoring Martin Luther King Jr.
• Music program gets down to business at Georgia Southern
• Players to watch
• Southern vs. State

The George-Anne Daily, Georgia Southern University

George-Anne Media Group: Newsletters & Magazines

No abstract provided.

Preferred Learning Methods Of Generation Z, Arlene J. Nicholas

Faculty and Staff - Articles & Papers

Generation Z, born 1996-2010 (McNeil, 2018) or iGeneration has always had instant access to the internet, Ipods, and iphones to retrieve and transmit information that could have a strong influence on their learning style. This paper will review Generation Z learning preferences from the literature and report on a study of Generation Z business students (N = 91) in a liberal arts university. Some comparisons are made to a 2008 study of Millennials (N = 102). For example, long term papers that were rated as unimportant by 17% Millennials regarded as even less important to Gen Z by 29%.

Presented …

Bad Actors: Authenticity, Inauthenticity, Speech, And Capitalism, Sarah C. Haan

Scholarly Articles

“Authenticity” has evolved into an important value that guides social media companies’ regulation of online speech. It is enforced through rules and practices that include real-name policies, Terms of Service requiring users to present only accurate information about themselves, community guidelines that prohibit “coordinated inauthentic behavior,” verification practices, product features, and more.

This Article critically examines authenticity regulation by the social media industry, including companies’ claims that authenticity is a moral virtue, an expressive value, and a pragmatic necessity for online communication. It explains how authenticity regulation provides economic value to companies engaged in “information capitalism,” “data capitalism,” and “surveillance …

'Whatsapp (R)' Ening In Nephrology Training, K. D. Jhaveri, B. Pascarelli, A. Hasan, A. Kozikowski, S. Fishbane, R. Pekmezaris

Journal Articles

No abstract provided.

8th Annual Reality Cle, Indiana Continuing Legal Education Forum (Iclef)

Indiana Continuing Legal Education Forum 2020

Meeting proceedings of a seminar by the same name, held October 29-30, 2020.

The Sociological Imagination In Studies Of Communication, Information Technologies, And Media: Citams As An Invisible College, Anabel Quan-Haase, Molly-Gloria Harper, Shelley Boulianne

FIMS Publications

In this 2020 CITAMS special issue of Information, Communication & Society, we bring together an important body of work that draws on the sociological imagination to ask critical questions of our times. We selected nine papers that represent both the breadth of sociological work taking place within CITAMS as well as the diversity of its members. CITAMS is welcoming of a range of perspectives in more than one way. We welcome studies of a range of tools and practices. For example, Kadylak and Cotten (this volume) study the willingness of older adults to use six different emerging technologies in …

Nosthetics: Instagram Poetry And The Convergence Of Digital Media And Literature, Tanja Grubnic

Department of English Publications

This article considers the proliferation of nostalgic aesthetics in Instagram poetry (‘instapoetry’). Though often overlooked, the relationship between the platform and the poetry itself is a vibrant entry point into debates about the handwritten, analogue and vintage styles of instapoetry. Connecting modernist and postmodernist arguments about nostalgia, this article aims to form a critical and conceptual lens with which to analyze the visual aspects of nostalgic aesthetics—referred to as ‘nosthetics’—characteristic of Instapoetry, investigating how and why the genre impersonates the pre-digital, analogue past. By examining scholarship on platforms, nostalgia and instapoetry, this article shows how the concept of nosthetics can …

Retrievable Images On Social Media Platforms: A Call For A New Privacy Tort, Zahra Takhshid

Sturm College of Law: Faculty Scholarship

The recognition of a right of privacy in Warren and Brandeis’s famous article has long been celebrated and lamented. It is celebrated because privacy is a central feature of individual well-being that deserves legal protection. It is lamented because the protection they contemplated, and that is actually provided by the law, is quite modest. Modern technology, especially social media platforms, has only raised the stakes. Anytime one goes out in public, one risks having one’s image captured and shared worldwide, leaving us with little or no control over how we are perceived by others.

This Article argues for the recognition …

Social Media Based Algorithmic Clinical Decision Support Learning From Behavioral Predispositions, Radhika V. Medury

Doctoral Dissertations

Behavioral disorders are disabilities characterized by an individual’s mood, thinking, and social interactions. The commonality of behavioral disorders amongst the United States population has increased in the last few years, with an estimated 50% of all Americans diagnosed with a behavioral disorder at some point in their lifetime. AttentionDeficit/Hyperactivity Disorder is one such behavioral disorder that is a severe public health concern because of its high prevalence, incurable nature, significant impact on domestic life, and peer relationships. Symptomatically, in theory, ADHD is characterized by inattention, hyperactivity, and impulsivity. Access to providers who can offer diagnosis and treat the disorder varies …

Assessment Of Altmetrics And Plumx Metrics Scoring As Mechanisms To Evaluate The Top 100 Trending Hidradenitis Suppurativa Articles On Social Media: Cross-Sectional Study, Chapman Wei, Aaron Fong, Theodore Quan, Puneet Gupta, Adam Friedman

School of Medicine and Health Sciences Student Works

Background: Dermatologists are increasingly utilizing social media platforms to disseminate scientific information. New tools, such as altmetrics and PlumX metrics, have been made available to rapidly capture the level of scientific article dissemination across social media platforms. However, no studies have been performed to assess the level of scientific article dissemination across social media regarding hidradenitis suppurativa, a disease that is still currently not well understood.

Objective: The aim of our study was to evaluate the utility of altmetrics and PlumX metrics by characterizing the top 100 “trending” hidradenitis suppurativa articles in the altmetric database by the altmetric attention score …

Multi-Class Twitter Data Categorization And Geocoding With A Novel Computing Framework, Sakib Mahmud Khan, Mashrur Chowdhury, Linh B. Ngo, Amy Apon

Computer Science Faculty Publications

This study details the progress in transportation data analysis with a novel computing framework in keeping with the continuous evolution of the computing technology. The computing framework combines the Labeled Latent Dirichlet Allocation (L-LDA)-incorporated Support Vector Machine (SVM) classifier with the supporting computing strategy on publicly available Twitter data in determining transportation-related events to provide reliable information to travelers. The analytical approach includes analyzing tweets using text classification and geocoding locations based on string similarity. A case study conducted for the New York City and its surrounding areas demonstrates the feasibility of the analytical approach. Approximately 700,010 tweets are analyzed …

Social Media, Personality, And Leadership As Predictors Of Job Performance, Timothy Charles Lisk

CGU Theses & Dissertations

A thorough assessment of privacy concerns, reviewer bias, and applicant computer familiarity informs this longitudinal study incorporating features derived from social media, personality, leadership, traditional selection methodology, and objective measures of employee performance to build an empirical foundation for future research. To date, limited research has embarked upon an in-depth examination of the organizational implications of using social media data to assess job applicants. This dissertation addresses the question of whether social media data matters in the practical context of talent selection. I begin with a review of pertinent online communication theories, including media richness, cues filtered out, and social …

(Un)Social Media: A Content Analysis Of The Centralized Self On Twitter, Julianna Jeanine Kirschner

CGU Theses & Dissertations

This dissertation critically assesses the social media posts that create, give life to and finally abandon trending topics on Twitter. Drawing on Baudrillard’s (1983) notion of simulacrum, the dissertation examines posts as performative discourse that reframes the trend within the personal simulacrum of the poster. Using digital humanities tools, a corpus of 102,532 tweets have been collected. A content analysis was performed to analyze themes and term frequency. Selected case studies indicated that posters persistently centered their online identity within content, reframing content as personal performance rather than dialogic engagement. The first case study examines social media posts responding to …

Predicting Depression Using Deep Learning And Ensemble Algorithms On Raw Twitter Data, Nisha P. Shetty, Balachandra Muniyal, Arshia Anand, Sushant Kumar

Open Access archive

Social network and microblogging sites such as Twitter are widespread amongst all generations nowadays where people connect and share their feelings, emotions, pursuits etc. Depression, one of the most common mental disorder, is an acute state of sadness where person loses interest in all activities. If not treated immediately this can result in dire consequences such as death. In this era of virtual world, people are more comfortable in expressing their emotions in such sites as they have become a part and parcel of everyday lives. The research put forth thus, employs machine learning classifiers on the twitter data set …

Attentional Social Media: Mapping The Spaces And Networks Of The Fashion Industry, Ate Poorthuis, Dominic Powers, Matthew Zook

Geography Faculty Publications

In this article we use big data methods to analyze the attention paid to the fashion industry on social media. The article argues that for the fashion industry, like many industries, the core product is a form of knowledge that is dependent on gaining and holding people’s attention. To understand this attentional economy, social media offers a unique window because it is increasingly a central space within which fashion knowledge is created and shared. Using long-term, geotagged big data from Twitter, we analyze the hitherto difficult-to-explore spaces and places of the global fashion industry. The article suggests that the data …

Information Literacy And The Social Network: Meeting The New Challenges Of Using Facebook As An Educational Tool, Amanda Foster

LOEX Conference Proceedings 2013

No abstract provided.

Securities Regulation And Social Media, Seth C. Oranburg

Loyola University Chicago Law Journal

Federal securities regulation originally divided corporate finance into two neat categories, public and private. In 1933, private financing was limited to “sophisticated” investors but otherwise lightly regulated. Public financing became heavily regulated. In 1982, the SEC introduced Reg D, which introduced the concept of “general solicitation” to clarify the distinction between public and private offerings. Reg D is well understood to prohibit newspaper advertisements and permit direct solicitations to venture capital investors. This enabled great wealth consolidation in regions like Silicon Valley while effectively banning general solicitations in private offerings.

Now, social media communication challenges the definition of “general solicitation.” …

Consumerism And Covid - 19 : A Neoliberal Analysis, Taylor M. Roy

Communication Senior Capstones

This paper attempts to draw a line between consumer culture and COVID -19, while finding how it has been influenced by social media and targeted advertisements. Through exploring Foucault's understanding of neoliberalism and the homoeconomicus, articles and media news, this paper will have assessed the changes of consumer culture due to the “shelter in place” orders. Additionally, it will attempt to redefine Foucaults homoeconomicus to fit this new model as well as observe how electronic surveillance through social media platforms and their targeted ads will or have changed the landscape of neoliberalism. In summarizing the notable differences in the use …

Social Media Engagement At Academic Conferences: Report Of The Association Of Pathology Chairs 2018 And 2019 Annual Meeting Social Media Committee, Yonah C. Ziemba, Dana Razzano, Timothy C. Allen, Adam L. Booth, Scott R. Anderson, Anne Champeaux, Michael D. Feldman, Valerie Fitzhugh, Simone Gittens, Marilea Grider, Mary Gupta, Christina Hanos, Karen Kelly, Tarush Kothari, Jennifer Laudadio, Amy Y. Lin, Kamran M. Mirza, Kathleen T. Montone, Priscilla S. Markwood

Pathology and Cell Biology Faculty Publications

The use of social media at academic conferences is expanding, and platforms such as Twitter are used to share meeting content with the world. Pathology conferences are no exception, and recently, pathology organizations have promoted social media as a way to enhance meeting exposure. A social media committee was formed ad hoc to implement strategies to enhance social media involvement and coverage at the 2018 and 2019 annual meetings of the Association of Pathology Chairs. This organized approach resulted in an 11-fold increase in social media engagement compared to the year prior to committee formation (2017). In this article, the …

Take A Picture, It Will Last Longer! Using An Interactive Imaging Tool To Enhance Your Teaching, Rhonda Huisman

LOEX Conference Proceedings 2013

No abstract provided.

Fashion Corporate Social Responsibility On Instagram, Brittany Bluthardt

Undergraduate Honors Thesis Collection

As defined by researcher and author Kate Fletcher, slow fashion is “where pleasure and fashion are linked with awareness and responsibility” in which a company emphasizes the quality of its products, working conditions, environmental impact, and societal impact. With the rise of slow fashion companies, this research seeks to determine the role of social media engagement, specifically on Instagram, with Corporate Social Responsibility (CSR) messaging. Over 120 million U.S. users are on Instagram, and companies can use these platforms to directly communicate with consumers no matter their stage in the Consumer Decision Journey of product purchasing. This paper analyzes the …

Survey On Usage Of Online Learning & Social Media Among University Of Malaya Undergraduate Students, Haslina Husain

Research Publications (2016 to 2020)

In the pre-e-learning age, the development of e-learning in Malaysia began when the Ministry of Education set up the Education Technology Division in 1972 [2]. The e-learning was really known so many years. The Covid-19 spread out into Malaysia early of March 2020, the government had been set up the Movement Control Order (MCO) started from 18th March 2020 until 28th April 2020. Effect from the Covid-19, our education was totally changed. From primary school until higher learning all started learning via online and they used an electronic device such as laptop, smartphone, gadget and computer at home. As the …