Digital Commons Network^™

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 …

The Effects Of Communication Overaccommodation On Non-Native English-Speaking Employees In The U.S. Workplace, Elizabeth Curtis

Masters Theses & Specialist Projects

Communication overaccommodation (CO) takes the form of baby talk, speech mimicry, and overcommunication, and its effects on recipients have been studied in physician/patient relationships, civilian/police officer relationships, manager/employee relationships, and native and non-native speaker communications. This study focused on CO in non-hierarchical relationships between native English-speaking and non-native English-speaking employees in the U.S. workplace. I investigated the effects of CO on non-native English-speaking co-workers, regarding their feelings of exclusion and satisfaction with their job. I also investigated the potential moderation effect of English proficiency on non-native English-speaking employees’ feelings of being excluded. It was found that the level of English …

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 …

Asserting Individuality In A Futuristic Dystopia: A Critical Analysis Of "Dirty Computer", Sam Spethman

Honors Theses

"Dirty Computer" is a groundbreaking science fiction film directed by visionary artist Janelle Monáe, which delves into the complexities of individuality in a dystopian future dominated by oppressive societal forces. Through intricate narrative construction and thematic depth, the film asserts the indomitable nature of human identity against the backdrop of advanced technology and mind control. This paper explores how "Dirty Computer" challenges traditional narratives of conformity and celebrates the power of self-expression and authenticity. By employing critical lenses such as feminist, queer, and racial critiques, along with narrative and visual analysis techniques, the analysis highlights Monáe's embrace of her Black …

New, Innovative Health Care Program Available At Cedarville University, Mark D. Weinstein

News Releases

Staying on the cutting edge, Cedarville University is launching a new concentration in the Master of Arts in Innovation beginning in August. The new health care innovation program is not yet widely offered at other universities, but it is in increasingly high demand.

Claiming The Crown — The Agency And Fandom Of “The Woman King”, Cibonay R. Dames

Doctoral Dissertations and Projects

This content analysis study aimed to understand the culture-sharing pattern of The Woman King fans on X and the film’s impact on Black popular culture. The specific problem that was addressed is the need to explore Black popular culture artifacts, such as The Woman King, to understand how Black culture is produced and reproduced by Blacks and the social commentary it creates. This qualitative dissertation was guided by cultural studies and fandom theories and employed a Critical Technocultural Discourse Analysis (CTDA) to analyze 1,469 public posts on X during the film's opening weekend and a content analysis of the film. …

It's A Historic Class: Cedarville's Class Of 2024 Establishes New Record, Mark D. Weinstein

News Releases

The largest graduating class will celebrate and reflect on their academic accomplishments during Cedarville University’s 128th commencement on Saturday, May 4. This class of 995 graduates is comprised of 846 undergraduate and 149 graduate students, and it represents a 4.6% increase from last year’s class.

The Implications Of Gendered Wording In Job Advertisements At Csb/Sju And Women’S Underrepresentation In Stem, Sidela Nyuga, Majel Baker

Celebrating Scholarship and Creativity Day (2018-)

Women's underrepresentation in STEM is due to many factors, one of which includes the mode of STEM job advertising. The scarcity of women in STEM careers might be thought to be their choice, but previous research suggests that wording in job ads influences women’s choices. Job ads can contain masculine-stereotypical wording, which has a negative impact on women’s interest in applying (Gaucher et al., 2011). Moreover, platforms like Facebook and LinkedIn are used to target men for STEM jobs opportunities, reducing women’s opportunity to apply to these jobs (Imana et al., 2021; Tamime et al., 2022).

This present study examined …

Artificial Intelligence And Film: A Journey In Public Perception From 1960 To The Present Day, Kayla Anderson, Andrew Roggeman, Joseph Fuller

Celebrating Scholarship and Creativity Day (2018-)

An analysis of accomplishments in film from the 1960s-2020s that feature Artificial Intelligence to give a full picture of how public perception has changed towards these technologies over time, supplemented by historical and technological context.

Reaching New Depths With Cutting-Edge Underwater Robotics, Mark D. Weinstein

News Releases

Every year, senior mechanical engineering students at Cedarville University complete a capstone project, a requirement before graduating. These projects allow the students to combine their book knowledge with practical skills they will use in their professional careers.

Lindenwood Digest, April 24, 2024, Lindenwood University

Lindenwood Digest

The Lindenwood Digest has been a digital employee newsletter since 2009.

Unsung Hero: Cedarville Alumnus Shaping Christian Movie Industry, Mark D. Weinstein

News Releases

“Unsung Hero” could be the next blockbuster Christian movie of our time. The movie releases in theaters nationwide on Friday, April 26, and is the story of the Smallbone family, which gave rise to Christian recording artists Rebecca St. James and For King and Country.

Top 1 Percent: World Treasury Bank Selects Cedarville Student For Internship, Mark D. Weinstein

News Releases

What once felt like a dream slipping away has turned into an opportunity of a lifetime for Mayta. The college junior from Peru was awarded a summer internship with the World Bank Treasury in Washington, D.C. — a role he will begin on May 28, 2024.

Uprooting Inaccessibility: Growing Awareness And Efficacy For The Use Of Health-Related Resources At A Nashville Nonprofit, Jules Leslie Webb, Caroline Driskell, Abby Ray

Honors Scholars Collaborative Projects

Clients of The Branch, a local 501(c)(3) that serves the Antioch community through direct aid and education, often face barriers in meeting basic needs. These barriers often include unfamiliarity with navigating basic services such as filling prescriptions or registering for health insurance online. Our team of HON 3520 students crafted visual guides to aid in navigating websites that are already commonly used by clients of The Branch. This is part of an ongoing initiative at The Branch to provide a more holistic set of services (in addition to relieving immediate food needs) that addresses the root causes of poverty and …

A Qualitative Investigation Of The Technology Acceptance Model In The U.S. Cooperative Extension Service On The Adoption Of Customer Relationship Management Systems, Aaron Weibe

Doctoral Dissertations and Projects

This research investigates the technology acceptance model (TAM) in the U.S. Cooperative Extension Service (CES) regarding the adoption of customer relationship management (CRM) systems to improve communications, outreach, and engagement with the publics and communities it serves. The CES comprises land-grant universities throughout the United States and offices in nearly every county in the country. It provides research-based educational programming to help communities of all sizes meet the challenges they face. However, many CES organizations have yet to adopt CRM technologies, leading to potential missed opportunities in improving client engagement, outreach, and communications. A thorough review of the literature of …

Lindenwood Digest, April 17, 2024, Lindenwood University

Lindenwood Digest

The Lindenwood Digest has been a digital employee newsletter since 2009.

Over-The-Top (Ott) Networks' Influence On Shared Cultural Memory, Michael Jelani Akil Brown

Doctoral Dissertations and Projects

The digital landscape underwent a profound transformation in the Over-The-Top (OTT) network era, significantly altering media consumption. This study delved into the intricate and multifaceted impact of OTT networks on society, communication theory, and socio-cultural traditions, specifically emphasizing their influence on shared cultural memory. The research was rooted in a robust methodology that combined a Qualtrics online survey disseminated across various social media platforms and in-depth interviews with 25 carefully selected participants. This rigorous approach aimed to shed light on the profound influence of OTT networks on shared cultural memory while investigating how these platforms shaped perceptions, beliefs, attitudes, and …

Applying Cultivation Theory In Determining The Relationship Between Sns Use And Optimism/Pessimism Of Adults In The United States And The Moderating/Mediating Effects Of Platform, Content, And Connections On This Relationship, Joshua A. Senne

Doctoral Dissertations and Projects

The purpose of this study was to determine the relationship between degree of social networking site (SNS) use and optimism/pessimism means scores from the optimism/pessimism instrument (OPI) for SNS users who are age 18+ and live in the United States. The purpose of the study was also to determine how the main type of platform used, main type of content viewed, and number of connections mediated and/or moderated this relationship. The research problem was that SNSs are becoming a prominent form of media and little research has examined how the degree of exposure to SNSs cultivate psychological states, especially in …

Inspiring Generosity: Cedarville's Ibc Raises $6,300 For Homeless Outreach, Mark D. Weinstein

News Releases

Seeing an opportunity to meet some needs in Dayton’s homeless community spurred Cedarville University’s Integrated Business Core (IBC) students to make an impact. The student business organization, through creating and selling its merchandise, donated $6,300 to Target Dayton Ministries on Saturday, March 30.

The Current - Volume 34 Issue 12, Nova Southeastern University

The Current

No abstract provided.

Lindenwood Digest, April 10, 2024, Lindenwood University

Lindenwood Digest

The Lindenwood Digest has been a digital employee newsletter since 2009.

Foraging Culture In Iceland: Understanding The Transfer Of Plant Knowledge And Personal Views On Foraging, Ella Jane Maurer

Whittier Scholars Program

Foraging is a broad topic, practiced in different locations throughout history. This study looks into the specific practices, values, and views of foraging in Iceland. There is little previous research that has been done, working with Icelanders, and hearing their stories. Through conducting several interviews of local Icelanders with different backgrounds and a brief six-question survey via the Inaturalist application, this study looks into exactly that. By compiling stories from the interview and survey data, themes were highlighted collecting similar and contrasting statements on ways plants are foraged, opinions on Icelandic foraging culture as a whole, and ways knowledge is …

Espejismo Oaxaqueño, Shelby Silva

Whittier Scholars Program

No abstract provided.

Dating Apps As An Outlet To Promote Sexual Autonomy Among Disabled Individuals: An Intersectional Approach To Change, Sarah Marrs

Sexual Ethics

As disabled individuals are forced into the social other and an asexual narrative, dating apps provide an outlet for this demographic to engage in their sexuality in a format that is more easily accessible. In an age of rising technology, the destigmatization and usage of dating apps highlights the self-expressive potential of an underrepresented and misunderstood demographic. This issue is addressed through historical perspectives of “crip sex,” a comparison between the disabled dating experience and the able-bodied dating experience, and a description of the significance of a dating app designed for individuals with disabilities.

Junked Mercedes-Turned-Racing Car Ready For The Ultimate Driving Test, Mark D. Weinstein

News Releases

Professor Jay Kinsinger and a team of senior mechanical engineering students from Cedarville University are gearing up for the Grassroots Motorsports $2,000 Challenge in Gainesville, Florida. The competition is set to take place on April 6-7.

Feedback And Focus: Exploring Post-Secondary Students’ Perceptions Of Feedback, Mindfulness, And Stress, Cecilia S, Dong, Erin Isings, Samantha M. Jones, Hugh Samson, Lisa Mccorquodale, Thomas G. W. Telfer, Tracey Ropp, Christine E. Bell

FIMS Publications

Addressing feedback-associated stress as a barrier to learning is increasingly relevant to student success and well-being. Mindfulness practices support stress management for students during the academic feedback process. Even if students receive high-quality feedback, the receiving end of feedback can be stressful, perhaps raising feelings of anxiety, confusion, or inadequacy. Feedback literacy and mindfulness practices complement one another. Mindfulness can potentially support feedback literacy by focusing one’s attention on the tasks needed to address feedback, instead of being distracted by emotions triggered by feedback. This study, comprised of an online survey (n = 237) and focus groups (n …

Lindenwood Digest, April 3, 2024, Lindenwood University

Lindenwood Digest

The Lindenwood Digest has been a digital employee newsletter since 2009.

Supermileage Team Seeking Win At Indianapolis Motor Speedway, Mark D. Weinstein

News Releases

In an era where electric cars are gaining more interest among U.S. consumers, there’s still a place for gas-powered vehicles. That’s why Cedarville University has built a car that could get up to 2,000 miles to a gallon, which it will test in the weekend’s Shell Eco-Marathon Americas competition at the Indianapolis Motor Speedway. The competition is from April 3-7.

Beyond The Finish Line: Cedarville's Marathon Camaraderie, Mark D. Weinstein

News Releases

At Cedarville University, the bonds formed among students and faculty extend far beyond the classroom walls. Andrew McKay, resident director in Lawlor Hall, understands the value of relationships and is combining it with his passion for running — in the 57th annual Xenia Marathon on April 7. The run is sponsored by the Ohio River Road Runners Club.

Cedarville Grad Develops Skills, Writes Grant In Nurse Practitioner Fellowship, Mark D. Weinstein

News Releases

Nurse practitioner fellowships are rare. Andrea (VanMeter) Roberts, however, landed an internal medicine nurse practitioner fellowship with Marshall Health Internal Medicine in Huntington, West Virginia, that led to her securing a position in endocrinology at Rivers Health in Gallipolis, Ohio — her hometown.