Old Dominion University
Al al bayt university
National Louis University
California State University - San Bernardino
Columbus State University
University of Tennessee, Knoxville
Minnesota State University, Mankato
Merrimack College
Gettysburg College
Unveiling The Dynamics Of Crisis Events: Sentiment And Emotion Analysis Via Multi-Task Learning With Attention Mechanism And Subject-Based Intent Prediction,
2024
Singapore Management University
Unveiling The Dynamics Of Crisis Events: Sentiment And Emotion Analysis Via Multi-Task Learning With Attention Mechanism And Subject-Based Intent Prediction, Phyo Yi Win Myint, Siaw Ling Lo, Yuhao Zhang
Research Collection School Of Computing and Information Systems
In the age of rapid internet expansion, social media platforms like Twitter have become crucial for sharing information, expressing emotions, and revealing intentions during crisis situations. They offer crisis responders a means to assess public sentiment, attitudes, intentions, and emotional shifts by monitoring crisis-related tweets. To enhance sentiment and emotion classification, we adopt a transformer-based multi-task learning (MTL) approach with attention mechanism, enabling simultaneous handling of both tasks, and capitalizing on task interdependencies. Incorporating attention mechanism allows the model to concentrate on important words that strongly convey sentiment and emotion. We compare three baseline models, and our findings show that …
Towards An Inclusive Media Policy Framework Targeting Adolescents In Egypt,
2024
The American University in Cairo AUC
Towards An Inclusive Media Policy Framework Targeting Adolescents In Egypt, Saja Elgredly
Theses and Dissertations
For years, adolescents have been lost between adulthood and childhood. This is even reflected in the policies that directly affect their lives and well-being. In Egypt, there has hardly been a clear political line on how the media should deal with adolescents. As this age group belongs to childhood, most of the laws and regulations are hardly dedicated to address them despite their different characteristics. Within the Egyptian context, there are children's laws concerned with basic children's rights and other laws that relate to the media. However, we notice a gap in adolescent-friendly laws, policies and regulations, especially in the …
À La Comment Du Peuple — How Youth Communicated, Connected, And Collaborated Online Around The French Presidential Election Of 2022,
2024
Fordham University
À La Comment Du Peuple — How Youth Communicated, Connected, And Collaborated Online Around The French Presidential Election Of 2022, Nicholas H. Howe
Senior Theses
How are French youth communicating online with themselves and how are they interacting with the information they consume? This study considers the question by examining YouTube comments from the comment sections of two interviews done on presidential candidates during the 2022 presidential election by 26-year-old influencer, Hugo Decrypte. These comments were compared with comments from interviews done by traditional TV news sources on the same candidates (BFMTV, a privately owned broadcaster, and Touche pas à mon poste!, an originally public broadcast hosted by a Gen-X TV personality). The comments were scraped using Octoparse web data extraction software and then sorted …
The Effectiveness Of The Israeli Digital Diplomacy Targeting The Arab Public On Social Media Platforms,
2024
Modern Media Institute, Al-Quds University, Abu Dis, Jerusalem, Palestine
The Effectiveness Of The Israeli Digital Diplomacy Targeting The Arab Public On Social Media Platforms, Moeen Koa, Hiba Nassar
An-Najah University Journal for Research - B (Humanities)
This study assessed the effectiveness of the Israeli occupation state's digital diplomacy directed at the Arab public according to a three-dimensional framework. The study employed content analysis to analyze a sample of posts from two Israeli official pages on Facebook from October 13 to November 13, 2022, based on three dimensions proposed by Bjola and Jiang (2015): agenda-setting, presence-expansion, and conversation-generating. The results showed that despite the effectiveness of the occupying state's digital diplomacy according to these dimensions, the authors see these dimensions as superficial metrics that do not express the efficacy of this type of diplomacy. The high number …
Understanding Vaccine Hesitancy: An Analysis Of Caregiver Influences On Pediatric Covid-19 Vaccination Decisions,
2024
Drexel University College of Medicine
Understanding Vaccine Hesitancy: An Analysis Of Caregiver Influences On Pediatric Covid-19 Vaccination Decisions, Neiki Rokni, Shu Zhao Md, Matthew Nguyen, David Liu, Harrison Jordan Do, Jory Parson, Sidharth Sahni Do, Tanner Walsh Md, Ashley Henderson Md, Jennifer Higgins Md
St. Chris Research Day
No abstract provided.
The Prevalence Of Anti-Feminist Content On Tiktok And Youtube Shorts,
2024
University of Mary Washington
The Prevalence Of Anti-Feminist Content On Tiktok And Youtube Shorts, Naomi Jones
Student Research Submissions
In today's digital landscape, online platforms serve as hubs of political discourse, akin to modern-day town halls. Among these platforms, TikTok has surged in popularity, emerging as a significant arena for ideological exchange. However, it has also become a breeding ground for anti-feminist rhetoric, a trend not exclusive to TikTok but also observable across competitors like YouTube Shorts. A content analysis conducted on the initial 100 videos suggested by both TikTok and YouTube Shorts for a new account revealed several noteworthy insights. Within this sample, it was found that 5% of TikTok videos contained anti-feminist themes, while only 3% of …
Image Repair Strategies And Theories And The Lost Apology In Crisis Communication,
2024
University of Mary Washington
Image Repair Strategies And Theories And The Lost Apology In Crisis Communication, Bridget Crowley
Student Research Submissions
This research paper examines different image repair strategies and theories, and how well three different real-life examples of recent responses to crisis utilized strategies that are discussed. The literature review covers specific image repair strategies and theories, and then there is the analysis of specific cases where public figures went through a crisis and responded in an effort to clear their names. The findings summarize why each case was not successful, and why people with large followings need to know key image repair strategies that can help save one’s reputation.
Storytelling For Social Change: Using Victim Narratives From Social Media To Disrupt Rape Myth Acceptance Among College Students,
2024
University of Arkansas, Fayetteville
Storytelling For Social Change: Using Victim Narratives From Social Media To Disrupt Rape Myth Acceptance Among College Students, Grace Carmack
Journalism Undergraduate Honors Theses
This study employed a narrative intervention experiment aimed at challenging college students' acceptance of rape myths (RMA). Rape myths are erroneous beliefs that shift blame for sexual violence (SV) from perpetrators to victims and encompass stereotypical misconceptions about women. Three authentic narratives, shared anonymously on social media by college victims of sexual violence, were selected for their varying levels of graphic detail and situational context. The study's objective was not only to interrogate RMA among college students but also to discover which of the three narratives was most effective in reducing RMA among readers, utilizing the Transportation Theory as a …
Untangling Influence: The Effect Of Follower-Followee Comparison On Social Media Engagement,
2024
Singapore Management University
Untangling Influence: The Effect Of Follower-Followee Comparison On Social Media Engagement, Yi Peng, Liling Lu
Research Collection Lee Kong Chian School Of Business
Social media platforms and marketers are keen on identifying truly influential creators. Number of followers (i.e., those who follow creators) and number of followees (i.e., those who are followed by creators) serve as cues to infer creators' influence. However, a cue of creators' actual influence is under-addressed and its effect on social media engagement remains to be explored. This research fills the gap in the literature by investigating how the cue of creators' actual influence (i.e., follower-followee comparison) may affect followers' engagement behavior. The study further examines the moderation effects of media-, topic-, and creator-related factors. The present work leverages …
Sexual Exploitation: The Crisis And Eradicative Solution,
2024
Northern Illinois University
Sexual Exploitation: The Crisis And Eradicative Solution, Tonnie Adams Bracey
Student Capstone Projects
French writer Jean-Baptiste Alphonse Karr wrote, “The more things change, the more they stay the same.” I find this to be true in our current era of the digital age. Although technology has gifted a newly improved and vast method of making worldwide connections and broadening our perceptions and views, a change in how we communicate has conveniently presented itself, but the historic pattern of how we handle these new advancements have indeed stayed the same.
Smart phones are a mainstream vessel employing the world with a plethora of information while giving all sorts of people access to individual’s lives …
An Examination Of Missing Person Social Media Engagement Through Data Mining And Experimentation: An Application Of The Crisis And Emergency Risk Communication Model,
2024
Chapman University
An Examination Of Missing Person Social Media Engagement Through Data Mining And Experimentation: An Application Of The Crisis And Emergency Risk Communication Model, Cailin M. Kuchenbecker
Communication (PhD) Dissertations
According to the Federal Bureau of Investigation (FBI), approximately 600,000 individuals are reported missing each year in the United States (2022). When missing person cases do not meet alert (e.g., AMBER) criteria, law enforcement often utilize social media to crowdsource information to ultimately return the missing home. Therefore, guided by the crisis and emergency risk communication model (CERC; Reynolds & Seeger, 2005) and its recently clarified propositions (Miller et al., 2021), the purpose of this dissertation was to (a) identify strategies law enforcement use to crowdsource missing person information and (b) experimentally test message characteristics that facilitate prosocial sharing of …
Framing The Fight: Revolutionary Feelings In Virtual Communities,
2024
The Graduate Center, City University of New York
Framing The Fight: Revolutionary Feelings In Virtual Communities, James Reilly
Dissertations, Theses, and Capstone Projects
This study considers how social media impacts emotional processing, and ultimately social movement development. Through a multidisciplinary lens, I explore how social media fits within larger media ecologies, particularly during times of social upheaval and collective action. Grounded in an examination of organizational efforts in advance of the 2011 Egyptian revolution, I look at how communication patterns create common emotional cues that help form the movement. Considering framing, emotional habitus, and subjective agency within digital spaces, I demonstrate how social media has emerged as an articulating space for social movements to develop and plan before drawing wider, offline populations to …
An Open Conversation: Deliberating Perceptions Of Power Through New Media,
2024
The University of Southern Mississippi
An Open Conversation: Deliberating Perceptions Of Power Through New Media, Abigail Barnes
Dissertations
This research aims to investigate aims to critically assess how mediated participants utilize new media spheres deliberate upon perceptions of power through rhetorical criticism and critical discourse analysis. Since the conception of social media, users have utilized the platforms to network, negotiate, and dissent from controversies through mediated public deliberation. The present study aims to nuance how Habermas’ original conception of deliberative rhetoric has transformed through new media deliberation. To exemplify this change in deliberative rhetoric, the present study will also critically evaluate online social movements through the case study of the AOC Tik Tok Challenge, responses to online controversies …
The Drivers Of Academic Novelty In Digital Capitalism: Job Insecurity, Mental Illness And Time Poverty,
2024
Institute of Contemporary History - NOVA University Lisbon
The Drivers Of Academic Novelty In Digital Capitalism: Job Insecurity, Mental Illness And Time Poverty, Adalberto Fernandes
Emancipations: A Journal of Critical Social Analysis
The present-day digital capitalist academy increases novel academic results by leveraging factors such as precarious academic employment, time poverty, and mental illness. This paradigm reveals a confluence that turns seemingly negative aspects into productive elements. The consequence of this hypothesis is that by enhancing work, time and mental health conditions, there may be a reduction in the number of novelties, with an enhancement of academic's role as producers of truth.
"This Is How The West Ends": A Content Analysis Of Conservative Youtubers Notions Of Western Excellence,
2024
University of Minnesota - Morris
"This Is How The West Ends": A Content Analysis Of Conservative Youtubers Notions Of Western Excellence, Michelle Johnson
Undergraduate Research Symposium 2024
In 2023, YouTube was one of the most used social media platforms in the United States alone. While existing scholarship (Finlayson 2022) has observed linkages between right-wing social media and distrust in institutions of government, family, and others, I seek to understand how conservatives use YouTube as a means to teach their audience racialized, gendered, and nationalistic ideas about the Western hegemonic order. To examine this issue, I conducted an in-depth qualitative content analysis of three key conservative content creators: Ben Shapiro, Matt Walsh, and Michael Knowles. Two videos were chosen within each creator's profile using keyword searches such as …
Tackling Networked Misogyny Through Graduate Curriculum Design,
2024
Gonzaga University
Tackling Networked Misogyny Through Graduate Curriculum Design, Carolyn M. Cunningham
Feminist Pedagogy
This paper explores the importance of sharing feminist research through digital projects. One of the barriers of digital projects is the networked misogyny that graduate students face. This paper offers several strategies for addressing networked misogyny, including teaching about digital privacy, strategies for documenting harassment, collective engagement, and integrating trauma-informed pedagogy.
Zeitgeist Of The 2010s And Impact On Fashion Trends,
2024
University of South Carolina - Columbia
Zeitgeist Of The 2010s And Impact On Fashion Trends, Sophie Scott Anderson
Senior Theses
The zeitgeist of the 2010s can be examined through shifts in technology, politics, economy, environment, religion, and entertainment. This research explores how fashion serves as both a mirror and a driver of societal change during this transformative decade. Trend diffusion itself evolved from the traditional theories of trickle-up and trickle-down because of the prominence of influencer culture, giving average consumers the platform to influence numerous like-minded consumers. Defining the 2010s zeitgeist requires an analysis of the significant patterns in the technological and sociocultural environment through as many sources as possible for a holistic approach. Sociologically, fashion has been accepted as …
The Use Of Figurative Suicidal Language By College Students And Its Impact On Mental Health And Suicide Stigma,
2024
University of South Carolina - Columbia
The Use Of Figurative Suicidal Language By College Students And Its Impact On Mental Health And Suicide Stigma, Makayla Hooker
Senior Theses
Using suicidal language as a hyperbole in everyday conversation has become common for college students experiencing stress. Previous research analyzed use of suicidal language on social media with the intention of finding the best way to provide help to the individuals expressing true suicidal ideation on social media but found that many people do not literally mean what they are saying when they use suicidal language. It was hypothesized that the frequency with which individuals use suicidal statements figuratively as well as the frequency with which they hear others use these statements would negatively correlate with the level of seriousness …
Exploring Demagoguery And Political Rhetoric’S Impact Through Social Media,
2024
University of South Dakota
Exploring Demagoguery And Political Rhetoric’S Impact Through Social Media, Avery Palsma
Honors Thesis
Demagoguery refers to political rhetoric and activity that seeks support by appealing to the desires and prejudices of ordinary people. Demagogues are political leaders, such as Donald Trump and Adolf Hitler, who gain power by using a destructive approach to popular discourse. They influence culture by perpetuating and influencing ideologies, allowing them to take advantage of and fuel a dominating culture. Demagogues are present in today’s culture as the political divide becomes greater. This study aims to explain why demagogues are so influential and how social media might be contributing to their growth. In order to do this, three communication …
Enhancing Information Architecture With Machine Learning For Digital Media Platforms,
2024
Georgia Southern University
Enhancing Information Architecture With Machine Learning For Digital Media Platforms, Taylor N. Mietzner
Honors College Theses
Modern advancements in machine learning are transforming the technological landscape, including information architecture within user experience design. With the unparalleled amount of user data generated on online media platforms and applications, an adjustment in the design process to incorporate machine learning for categorizing the influx of semantic data while maintaining a user-centric structure is essential. Machine learning tools, such as the classification and recommendation system, need to be incorporated into the design for user experience and marketing success. There is a current gap between incorporating the backend modeling algorithms and the frontend information architecture system design together. The aim of …
