Digital Commons Network^™

Age-Specific Posting: Tailoring Social Media Post To Audience Age, Owen Bridges

Undergraduate Research Journal

With social media becoming the best way to get the word out about something, advertisers have been trying to break the code on how to market their products successfully. The hard part about social media marketing is figuring out what the target audience is for said product. In this study, women’s fashion brands are examined to see if big companies are taking advantage of age targeting through their social media posts. After doing some research, a study like this couldn’t be found. The hypothesis for this study was that each brand would tailor all of their posts towards different social …

Applications Of Artificial Intelligence And Graphy Theory To Cyberbullying, Jesse D. Simpson

Graduate Theses/Dissertations

Cyberbullying is an ongoing and devastating issue in today's online social media. Abusive users engage in cyber-harassment by utilizing social media to send posts, private messages, tweets, or pictures to innocent social media users. Detecting and preventing cases of cyberbullying is crucial. In this work, I analyze multiple machine learning, deep learning, and graph analysis algorithms and explore their applicability and performance in pursuit of a robust system for detecting cyberbullying. First, I evaluate the performance of the machine learning algorithms Support Vector Machine, Naïve Bayes, Random Forest, Decision Tree, and Logistic Regression. This yielded positive results and obtained upwards …

The Impact Of Social Media On The Self-Esteem Of Youth 10–17 Years Old: A Review Of The Literature, Jasmine M. Daniels

Dissertations

The world of technology has expanded quickly and vastly since its inception. The creation of social media sites and applications has changed the ways in which youth interact, connect, and share with one another. As the number of social media sites and applications increases, so does their use by adolescents. During adolescence, youth are undergoing the process of identity development and self-esteem is an important part of this development. During this developmental period, adolescents’ self-esteem is likely to be affected by the feedback they receive online through social media sites. There is limited research available that specifically evaluated the impact …

A New Perspective On Social Media Use, Loneliness, And Cyberbullying, Danielle M. Brecht

Psychology Theses - Archive

The rates of social media use, cyberbullying, and loneliness are interrelated and simultaneously on the rise. Applying Jensen-Campbell’s Stress Model of Peer Victimization (Knack, Jensen-Campbell, & Baum, 2011) and the Evolutionary Theory of Loneliness (Cacioppo & Cacioppo, 2018) it is proposed that the negative health effects of social media may be attributed in part to chronic loneliness and cyberbullying. When lonely people recognize a lack of beneficial relationships (i.e., salutary relationship postulate) it may cause their behaviors to become more self-focused (i.e., self-preservation postulate) and they may use social media to fulfill the social disconnect by engaging in cyberbullying perpetration …

Bootstrapping Web Archive Collections From Micro-Collections In Social Media, Alexander C. Nwala

Computer Science Theses & Dissertations

In a Web plagued by disappearing resources, Web archive collections provide a valuable means of preserving Web resources important to the study of past events. These archived collections start with seed URIs (Uniform Resource Identifiers) hand-selected by curators. Curators produce high quality seeds by removing non-relevant URIs and adding URIs from credible and authoritative sources, but this ability comes at a cost: it is time consuming to collect these seeds. The result of this is a shortage of curators, a lack of Web archive collections for various important news events, and a need for an automatic system for generating seeds. …

An Exploration Of Social Networking Use And Mental Health In Transgender, Gender Non-Conforming, Gender Non-Binary, And Gender Fluid Persons, Jennifer Trimpey

Doctoral Dissertations

Social networking sites (SNS) allow for rapid information sharing in online spaces. Research in the general public suggests that extended SNS use corresponds with poor mental health outcomes such as depression and anxiety. Research regarding SNS use in LGBT populations seems to promote interpersonal connectedness. While such studies tend to include gender non-conforming persons (GNC), this group often represents a minimal proportion of participants. This study sought to explore SNS and mental health in persons identifying as GNC. A grounded theory approach was used to analyze the data to develop a substantive theory regarding SNS and mental health in this …

Counterpublics, Abled Sex, And Crip Discourses On Twitter: A Discourse Analysis Of Conversations Of Sexuality And Disability, Claudia Garcia Mendoza

Communication & Theatre Arts Theses

We live in an era in which essential conversations occur online. Social media has become the official voice of presidents and corporations. Donald Trump, the president of the United States, uses Twitter to address public issues and make policy announcements. Similarly, alternative voices have emerged from social media and evolved into public debates, social movements, and massive mobilizations (e.g., Gerbaudo, 2012; Tufeksi, 2017). The community gathering opportunities of social media (boyd, 2011; Parks, 2010; Chambers, 2013) and the possibilities to generate collective knowledge (Jenkins, 2004) stress the necessity to continue to expand the research in digital spaces.

It is important …

An Attention-Based Rumor Detection Model With Tree-Structured Recursive Neural Networks, Jing Ma, Wei Gao, Shafiq Joty, Kam-Fai Wong

Research Collection School Of Computing and Information Systems

Rumor spread in social media severely jeopardizes the credibility of online content. Thus, automatic debunking of rumors is of great importance to keep social media a healthy environment. While facing a dubious claim, people often dispute its truthfulness sporadically in their posts containing various cues, which can form useful evidence with long-distance dependencies. In this work, we propose to learn discriminative features from microblog posts by following their non-sequential propagation structure and generate more powerful representations for identifying rumors. For modeling non-sequential structure, we first represent the diffusion of microblog posts with propagation trees, which provide valuable clues on how …

Boracay Island Destination Image Through Travel Blogs, Peter Lorenz Salmon, Ronelia Amen, Jan Patrick Aguilar, John Benedict Javellana, Cheryl Joy Fernandez

Journal of Environmental Science and Sustainable Development

Destination images are important information for marketing professionals, local planners, and travel bloggers on social media. The rise of social media has allowed more tourists to share their knowledge, emotions, and experiences from their travels. However, despite the popularity of adapting online narratives to destination images, little or no qualitative analysis has been conducted about island’s sustainable tourism development in the Philippines using information from social media. One type of destination are small islands in the Philippines. The examination is worthwhile inasmuch as the literature has been silent on destination images of top island retreats in the country, although there …

Study On The Implementation Of The Regulations Of Terrorism Activities In Social Media, Angga Dewanto Basari, Muhammad Syauqillah, Asep Usman Ismail

Journal of Strategic and Global Studies

The legal scope of the Terrorism Law and the Information and Electronic Transactions Law in Indonesia is considered as lacking to cover the problem of cybercrime in social media. Aside from literature review, this paper is also supported by data from direct interview with the Head of Counterterrorism Special Detachment 88 (Densus 88 AT) of Indonesian National Police. The data found out that the Terrorism Law is a repressive response towards terrorism crimes that have already occured, but less preventive to future crimes. The existence of laws in Indonesia is often one step behind its crime. The difference of perception …

Preventing Parkland: A Workable Fourth Amendment Standard For Searching Juveniles' Smartphones Amid School Threats In A Post-Parkland World, Andrew Mueller

William & Mary Bill of Rights Journal

On February 14, 2018, Nikolas Cruz, age nineteen, went to the Marjory Stoneman Douglas High School campus in Parkland, Florida, armed with an AR-15 rifle. He opened fire, killing seventeen students. His unspeakable actions culminated in an attack, which eclipsed the 1999 Columbine High School Massacre to become the deadliest school shooting at a high school in American history. In the immediate months following this still-recent tragedy, schools across the United States were flooded with “copycat” threats of violence. Terroristic threat charges levied against juveniles have likewise skyrocketed.

These recent events have resulted in new and burdensome pressures for schools …

Sars-Cov-2 Viral And Serological Testing When College Campuses Reopen: Some Practical Considerations, Isaac Chun-Hai Fung, Chi-Ngai Cheung, Andreas Handel

Biostatistics, Epidemiology & Environmental Health Sciences: Faculty Publications

The coronavirus disease 2019 (COVID-19) pandemic prompted universities across the United States to close campuses in Spring 2020. Universities are deliberating whether, when, and how they should resume in-person instruction in Fall 2020. In this essay, we discuss some practical considerations for the use of 2 potentially useful control strategies based on testing: (1) severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) reverse transcriptase-polymerase chain reaction (RT-PCR) testing followed by case-patient isolation and quarantine of close contacts, and (2) serological testing followed by an “immune shield” approach, that is, low social distancing requirements for seropositive persons. The isolation of case-patients and …

Online Civic Engagements Among College Students: Exploring Well-Being, Tanupreet Suri

Individual, Family, and Community Education ETDs

Ways in which college students use social media for civic engagements and how that usage interplays with their identity development and general well-being have been explored in this study. Civic engagement among college students is imperative to their growth and development. Additionally, social networking sites (SNS) have a great potential for fostering a sense of community and enhancing wellbeing. Thus, how college students’ online civic engagement and general wellbeing interplay was examined. This study employed an interpretative phenomenological analysis (IPA) alongside photo elicitation to explore the experiences of college students. Key findings suggest online civic engagements interplays with college students’ …

A Subaltern Pastor Versus A Dictator President In The #Thisflag Movement In Zimbabwe, Theophilus Nenjerama

Irish Communication Review

Social movements that challenge political infrastructures require substantial themes that resonate with the masses. The #ThisFlag movement was the first massive post-independent social media engendered protest that left an indelible mark on Zimbabwean politics and history. This study deem the movement the ‘cult of Mawarire’ due to the centrality of compelling issues used in galvanizing the masses to action. The cult is a reactionary force navigating sacrosanct issues of identity, politics, and nationalism as inscribed in the flag and the liberation struggle in Zimbabwe. To make meaning of the messages conveyed by Evan Mawarire, the study references to the videos …

Hybrid Media And Political Trials: How Legacy Journalism Perceives Citizen Journalism And Social Media In Political Trials - The Case Of #Jobstownnotguilty, Henry Silke, Maria Rieder, Eugenia Siapera

Irish Communication Review

The relationship between Social Media and Legacy Media has been of much interest to scholars. This paper investigates an interesting, contentious and politicised court case where the heretofore monopoly of professional journalism, court reporting, was challenged by citizen journalists. The case concerned a 2014 sit down protest in Jobstown, Tallaght, a working-class suburb of Dublin, where a sitting Minister Joan Burton TD, was blocked in her car for several hours by local protesters. A number of protesters, many months after the incident, were arrested and charged with false imprisonment.

The Role Of Arab Academies In Educating Students About The Dangers Of Psychological Effects Of Social Media: A Study Of The Concepts And Functions Of Digital Education, Amal M.N.A.Badr

Journal of Statistics Applications & Probability

This study aimed to identify the role of Arab academies in educating students about the dangers of psychological influences of social media, and how the paths of relationship are formed between the degree of awareness of Arab academies of the functions of digital education and its roles in raising a critical mind among college students. The survey method was used in both descriptive and interpretative aspects, and it uses the questionnaire as a data collection tool. The study concluded that the most prominent indications of the awareness of faculty members about the concept of digital education and its functions are …

Personality Assessment Through The Situational And Behavioral Features Of Instagram Photos, A Bell Cooper, Andrew B. Blake, Rachel E. Pauletti, Patrick J. Cooper, Ryne A. Sherman, Daniel I. Lee

Faculty and Staff Publications & Presentations

No abstract provided.

Brick-And-Platform: Listing Labor In The Digital Vintage Economy, Tamara Kneese, Michael Palm

Media Studies

Vintage goods are valued for their nostalgic association with pre-digital modes of production, but their contemporary trafficking is increasingly organized by processes of platformization. The central component of what we call “listing labor in the digital vintage economy” is the online display of collectible merchandise, but listing labor also entails promoting sellers’ brands on social media and using sales platforms and other logistical media to manage inventory, process transactions, and handle shipments. Listing labor is performed by branded merchants and their employees alongside independent entrepreneurs. The digital vintage economy connects brick-and-mortar shops and resale supply chains organized around flea markets, …

Pan-Arctic Analysis Of Cultural Ecosystem Services Using Social Media And Automated Content Analysis, Claire A. Runge, Vera Helene Hausner, Remi M. Daigle, Christopher Monz

Environment and Society Faculty Publications

In the Arctic, as in many parts of the world, interactions with the natural world are an important part of people's experience and are often recorded in photographs. Emerging methods for automated content analysis of social media data offers opportunities to discover information on cultural ecosystem services from photographs across large samples of people and countries. We analysed over 800,000 Flickr photographs using Google's Cloud Vision algorithm to identify the components of the natural environment most photographed and to map how and where different people interact with nature across eight Arctic countries. Almost all (91.1%) of users took one or …

Patterns Of Population Displacement During Mega-Fires In California Detected Using Facebook Disaster Maps, Shenyue Jia, Seung Hee Kim, Son V. Nghiem, Paul Doherty, Menas Kafatos

Mathematics, Physics, and Computer Science Faculty Articles and Research

The Facebook Disaster Maps (FBDM) work presented here is the first time this platform has been used to provide analysis-ready population change products derived from crowdsourced data targeting disaster relief practices. We evaluate the representativeness of FBDM data using the Mann-Kendall test and emerging hot and cold spots in an anomaly analysis to reveal the trend, magnitude, and agglommeration of population displacement during the Mendocino Complex and Woolsey fires in California, USA. Our results show that the distribution of FBDM pre-crisis users fits well with the total population from different sources. Due to usage habits, the elder population is underrepresented …

Peer Intervention With Suicidal Disclosures On Social Media: Does The Bystander Effect Play A Role?, Carissa M. Orlando

Theses and Dissertations

Suicide is an increasing public health concern in adolescents and young adults, and many individuals discuss mental health concerns with friends in lieu of professional avenues. Thus, peers can serve as valuable gatekeepers for friends experiencing suicidality. The prevalence of social networking websites means that individuals are likely to encounter suicidal disclosures on the internet, but little research has investigated if young adults possess the skills and motivation to intervene in these contexts. Additionally, there have been virtually no investigations into how the presence of other online users impacts intervention behavior—in short, if there exists a bystander effect. This study …

Social Media In Business-To-Business Marketing And Sales: Review Of Literature & Research Recommendations, Daniel Bello Manjarrez

University Honors Theses

Social media usage in business to business marketing and sales has been steadily rising since its advent in the late 2000s. Similarly, research surrounding social media in this context has increased, with specific focus on its usage, influence, and adoption from B2B marketers and salespeople. This focus has resulted in gaps in the literature, especially when regarding small and medium B2B enterprises. This review of literature provides a systemic understanding of the research landscape by identifying the theory, methods, context, and results of twenty-one peer-reviewed business marketing articles concerning social media. This review also proposes five key recommendations to inform …

The Impact Of Social Media On Adolescent Mental Health, Nicole J. Critchfield

Master's Theses & Capstone Projects

The number of adolescents reporting mental health issues such as anxiety and depression has dramatically increased in the last two decades. As this trend coincides with the increase in social media use by adolescents, many researchers have studied the correlation between the two. This literature review examines the correlation along with the pros and cons of adolescent social media use outside and inside the classroom. Most recently, research is showing how social media is used impacts the state of an adolescent’s mental health rather than the use of social media in general. Teachers and schools can help students learn how …

Lexical Borrowings In The Use Of Singlish By Bloggers, K. Panneerselvam Vilashiiney

Student Works (2020-2029)

Singapore English is among the many new Englishes which have emerged across the world. It is divided into two forms; Standard Singapore English and Colloquial Singapore English also known as Singlish. The colloquial variety of this English is viewed as crippling the Standard English and has led to the initiation of the Speak Good English Movement by the Singapore government. Recently, linguists such as Wee (2014) have stated that Singlish should be allowed to be used as it reflects the true cultural identity of Singaporeans and this has led to the initiation of the Speak Good Singlish Movement. Singapore’s bilingual …

“Someone’S Got To Look Out For The People”: Exploring Donald Trump And Alexandria Ocasio-Cortez’S Online Performance Of Populism And Immigration Rhetoric, Taylor P. Koopman

Masters Theses

This thesis examines the performance of populism by a right- and left-wing politician in the digital sphere during the peak of the immigration crisis in 2019 using the lens of Moffitt’s populism as performance theory (performer, stage, and audience) and Baldwin-Philippi’s four methods of ‘centering the people.’ My findings show that Trump and Ocasio-Cortez’s performances of populism condemn the degradation of the U.S. and portray themselves as immigration warriors. Trump uses exclusionary rhetoric to advocate putting “America First,” and Ocasio-Cortez expresses inclusionary rhetoric to develop an “America for All,” in a way that informs their performances of …

In A World Of “Fake News,” What’S A Social Media Platform To Do?, Evelyn Mary Aswad

Utah Law Review

While the circulation of disinformation and misinformation online can pose a variety of risks to societies around the world, it should also be of concern that overreacting to such false information can undermine human rights, including freedom of expression. The business operations of global social media platforms frequently intersect with this latter concern because of a spike in the adoption of national laws that ban “fake news” as well as their own platform policies to tackle false information. This Essay assesses the corporate responsibility standards afforded by the United Nations’ Guiding Principles on Business & Human Rights as well as …

Village Owned Enterprise Survival Strategy By Raising Brandawareness Of Advertising Through Marketing On Social Media, Deni Danial Kesa

Jurnal Vokasi Indonesia

The village as the center of economic development is always interesting to study, because the village structure in Indonesia generally supports the movement of the urban economy. The aim of this study was to analyze the role of marketing and self-image in one of the village organs, namely village-owned enterprises (BUMDes). One way of survival is how BUMdes can increase the brand awareness of the businesses and businesses they run. Quantitative research supporting by descriptive analysis is the method used. As one of the public services whose obligation is to obtain additional revenue through the business sector, BUMDes conducts marketing …

Penggunaan Media Sosial Di Rumah Sakit: A Systematic Review, Andini Tri Wijayati, Angesti Drea Habsari Drea Habsari, Arinahaq Arinahaq, Fiki Kusumasari, Rosa Selvia, Rovels Agber Maywell Iroth

Jurnal ARSI : Administrasi Rumah Sakit Indonesia

The progression of Internet access changes from passive consumer interaction becomes active consumer to seek health information. Social media not only a recreational instrument but also for business and organization. Initially, consumers obtained health information from websites that were one-way (only receiving information) but nowadays social media change consumer become two directions (receiving and spread information). This eligibility study was a systematic review with PRISMA (Preferring Reposting Items for Systematic Review and Meta-Analysis Protocols) approach. Conducted by searching articles from one database Science Direct and published from January 2014 to 2019. Searching and screening proces resulted in 5 articles to …

Recruitment To, And Consequences Of, High-Risk Non-Violent Anti-Regime Campaigns In Autocratic Societies: The Egyptian Uprising Of 2011, Marian Azab

Sociology ETDs

This dissertation examines whether the Western-driven model of recruitment to, and consequences of, high-risk activism that McAdam introduced before the internet applies to non-violent anti-regime campaigns in autocratic contexts after the social media revolution. I use the case of the 18-day non-violent Egyptian uprising of 2011 to investigate these topics. I specifically utilize data from the Arab Democracy Barometer survey and other micro- and macro-level sources. I find that face-to-face ties are most effective in recruitment to such movements. Online networks create new forms of dissent, such as online activism. Moreover, online ties are especially useful in mobilizing women. I …

Differences Between Teacher-Focused Twitter Hashtags And Implications For Professional Development, Spencer P. Greenhalgh

Information Science Faculty Publications

Twitter hashtags may serve as valuable means for teachers' professional development. However, given the diversity of hashtag spaces and teacher needs, teachers must assess a given hashtag and compare it to their learning needs and preferences before determining whether it would be helpful. To support this reflection, I examine data associated with 60 Regional Educational Twitter Hashtags (RETHs) during the first six months of 2016 to begin describing the variety of teacher learning-focused Twitter spaces and make distinctions between them. My results indicate that these RETHs vary according to their relative focus on sharing, intimacy of personal connection, and volume …