Digital Commons Network^™

Tooth Brushing Technique Detection With Deep Learning On The Edge, Anthony Teal, Dheryta Jaisinghani

Summer Undergraduate Research Program (SURP) Symposium

Non-communicable gum disease affects about 42%_[4] of adults aged 30 years and older. Developing a robust model to detect brushing techniques on a smartwatch can help reinforce good brushing habits and prevent gum disease.

The likelihood of someone owning a smart watch compared to a smart toothbrush is staggering. There were around 66,051_^[3] smart toothbrushes sold in 2022, with smartwatches shipping about 150,000,000_[2] units. It is important to have an alternative on a smartwatch, because it will reach far more users.

Data privacy has become a large issue worldwide. With a pre-trained model that is systematically fine-tuned …

Bridging The Gap: Fostering Collaboration And Professional Development With University And School Librarian Partnerships, Melissa Dennis, Melody Dale

Mississippi Libraries

In 1999, the Mississippi State University Libraries established the MegaResource School Librarian Workshop, a technology-focused workshop that provided K-12 librarians an opportunity to earn Continuing Education Units (CEUs). Over the past 25 years, the workshop has evolved to meet the ever-changing needs of school librarians, however, the popularity of the workshop and limited spacing meant there was often a waiting list, creating an opportunity for other institutions to help fill this need. In 2022, academic librarians and deans from Mississippi universities met to discuss ways that the University of Mississippi Libraries and others could create more outreach opportunities, specifically for …

Front Matter

Mississippi Libraries

Cover and table of contents for Mississippi Libraries, Vol. 87, Nos. 1 and 2

Evaluating Artificial Intelligence (Ai) Agents In Multi-Human Environments, Na

Defensive Publications Series

Artificial intelligence (AI) agents typically serve a single human as a client, but such a single human focus by an AI agent can be sub-optimal in contexts where the AI agent performs tasks for teams or other groups of humans. This disclosure describes techniques to develop and evaluate AI agents capable of robust operation in multi-human environments. In a data collection phase, group chat or virtual meeting experiments are organized where participants roleplay conversations to accomplish predefined tasks such as scheduling a meeting, planning an event, etc. Communication transcripts from such experiments capture the complexities of group interactions. In a …

Generating Personalized Multimedia Content By Prompting Models With Location And Context Specific Inputs, Shiblee Hasan, Joseph Johnson Jr

Defensive Publications Series

Currently, generating content tied to specific locations via genAI models can often result in hallucinations of non-existent places or creation of generic content that is devoid of the target specifics. The difficulties in generating content for specific locations result from the genAI models being trained on massive datasets containing images from many locations without sufficient focus on a single location. This disclosure describes techniques to enhance the creation of location-specific personalized 2D or 3D immersive or non-immersive multimedia experiences (e.g., 2D or 3D panoramic video with or without sound) via multimodal genAI models. Base genAI models are boosted with multimedia …

Reducing Shot Cuts In Diffusion-Generated Video, Mitchell Mcintire, David Yao, Orly Liba

Defensive Publications Series

This publication describes techniques for reducing shot cuts in videos generated by diffusion models, particularly in image-to-video applications. Shot cuts are abrupt transitions between distinct scenes of video. Shot cuts may be unexpected and may be irrelevant to provided input. To reduce shot cuts, a diffusion model may begin a diffusion process from a static video, where the frames of the static video may be noised instances of an input image. The diffusion model may also insert the input image as a first frame of the generated video, anchoring the output to the input. By ‘anchoring’ the output video and …

6th Annual Noaa Hurricane Preparedness Summit 2025, Coastal Response Research Center

Coastal Response Research Center

NOAA’s Office of Response & Restoration’s Disaster Preparedness Program partnered with CRRC to facilitate a webinar entitled “NOAA Hurricane Preparedness Summit 2025” on two consecutive days: April 23 and 24, 2025. The purpose was to improve NOAA’s posture for the upcoming hurricane season by identifying best practices and lessons learned from the 2024 season, recognizing challenges related to these major weather events, and learning about plans, kits, tools and other resources for improving personal preparedness. The Summit also included plenary presentations outlining other topics such as NWS Products and Services, operational spotlights, and technological innovations, and tools.

Reimagining Learning Outdoors: How Active Outdoor Play-Based Learning (Aopl) Supports Student Growth And Academic Success - A White Paper For School Leaders And Classroom Teachers, Steph Dean

Publications

Active Outdoor Play-Based Learning (AOPL) is an evidence-based approach that integrates active play, outdoor environments, and academic goals. It supports not only curricular learning but also students’ physical, emotional, social, and cognitive development. This white paper shares practical insights from a systematic review of 21 empirical studies (2008-2024) on AOPL implementation in formal school settings.

AOPL is a pedagogical strategy that uses play and the outdoors as meaningful contexts for learning. Teachers who implement AOPL build connections between curriculum and students’ natural curiosity while leveraging the benefits of being outside¹.

This paper highlights practical strategies and compelling outcomes …

Barriers In Trauma-Responsive School Implementation: A Study Exploring And Comparing Rural, Suburban, And Urban Districts In Indiana, Allison L. Makowski

All-Inclusive List of Electronic Theses and Dissertations

Trauma responsive practices are a type of educational practice currently being utilized in our schools. Our students come to school every day with some type of trauma which is a negative event that a child experiences. Types of traumatic experiences could be in the form of a natural disaster, car accident, or some type of abuse. The current study examined barriers that schools experience when implementing trauma responsive practices. The schools were examined further to investigate whether or not there were differences in barriers in rural, suburban, and urban school districts in the state of Indiana.

Trauma-Informed Practice In K-12 Education: How Training, Knowledge, And Skills Impact Teacher Self-Efficacy, Megan N. Aker

All-Inclusive List of Electronic Theses and Dissertations

Trauma experience is a pervasive problem for Indiana students that may hinder their functioning within the educational environment. Difficulty in addressing the impact of trauma for students often makes educators feel ineffective and is a contributing factor in educators leaving the profession. Trauma-informed care is an evidence-based framework of practice that may be implemented to mitigate the impacts of trauma for students. Indiana legislation now mandates pre-service educators receive education in trauma-informed care, but there is limited research on the current state of in-service educator trauma-informed care knowledge and skills, as well as the impact on their self-efficacy as educators. …

Uhsp Drug And Alcohol Abuse Prevention Handbook

Handbooks

No abstract provided.

Linking Ruthenium(Ii) Polypyridyl Complexes Into Metal-Organic Frameworks Using Iron(Ii) And Zinc(Ii), Taofeek Mayowa Ogungbade

Masters Theses & Specialist Projects

Renewable energy has attracted significant interest in recent years as society seeks to minimize its dependence on fossil fuels. Among the various strategies proposed to achieve this goal, one promising approach is the conversion of carbon dioxide into organic fuels using photocatalysts. Unlike traditional semiconductor photocatalysts, metal-organic frameworks (MOFs) offer advantages such as absorption of visible light, tunable structures, and uniform pore sizes, which enhance their efficiency in the photocatalytic reduction of carbon dioxide.

In this thesis, we report the synthesis, structure, and properties of two novel heteronuclear MOFs that incorporate ruthenium(II) complexes and 3d-block transition metals using 2,2’-bipyridine-5,5’-dicarboxylic acid …

Newsletter Fall 2025, University Libraries

Annual Reports & Newsletters

No abstract provided.

“Literally Made Me Cry”: The Impact Of Course Material Costs On University Of Kentucky Students, Stephen Krueger

Library Reports and White Papers

The Student Course Materials Cost Survey was administered September 16 – October 6, 2024. It was open to current students at the University of Kentucky (UK). The goals were to help UK Libraries better understand how the cost of course materials affects students at UK and to provide a snapshot of student spending across the university. The questions were based on similar research done at other institutions in Virginia (Virginia Course Materials Survey, 2021) and Florida (2022 Student Textbook and Instructional Materials Survey, 2022). Other work based on those surveys includes the 2023 Illinois Course Materials Survey (CARLI, 2023) and …

Ua21 What's New, Wku Institutional Equity

WKU Administration Documents

Newsletter created by and about the Office of Institutional Equity.

• Demir, Ena. A Message from the Executive Director
• Training Opportunities: Stay Informed & Engaged
• Understanding Title VI
• Student Accessibility Center Joins the Office of Institutional Equity
• Need Workplace Accommodations?
• Web Accessibility Regulations
• Relevant Information
• Stop Campus Hazing Act
• Meet the Team

Beyond The Badge: Exploring Perceptions Of School Resource Officers' Self-Efficacy And Role In Arkansas Public Schools, Bradley M. Reeves

ATU Theses and Dissertations 2021 - Present

School and student safety remain urgent issues that school leaders and law enforcement face across the United States. This quantitative study examined the perceptions of School Resource Officers (SROs) and building-level administrators across public schools in Arkansas regarding their implementation of the Triad Model, which outlines SROs’ primary roles as educators, informal counselors, and law enforcement officers. This study also examined SROs’ perceived self-efficacy and the collaboration between SROs and building-level administrators. A Likert-scale survey was administered to 104 participants (including 65 building-level administrators and 39 SROs). The collected data were then analyzed using the Mann-Whitney U test to identify …

Embracing The Bot: Japan’S Love Affair With Ai Learning, Dan Rosen

UC Law SF International Law Review

No abstract provided.

Elizabeth Female Academy: A Historical Case Study Revealing Antebellum Mississippi's Role In Shaping The Southern Belle, Summer Cutrer Tierno

Dissertations

Historians and educational scholars have extensively examined the subject of women's education, resulting in a rich body of literature that traces its evolution over the centuries. Moreover, this body of work encompasses significant movements advocating for women's rights to education and the establishment of colleges specifically for women. Scholars have also analyzed the challenges women encounter in accessing educational opportunities, including societal norms, economic barriers, and institutional discrimination. Notable works highlight the contributions of key figures, such as Mary Wollstonecraft, who advocated for women's education in both historical and contemporary contexts. Overall, this comprehensive scholarship not only documents the advancement …

Uncle Sam Plays Matchmaker: Intimate Encounters, War Brides, And Marital Policy In The Vietnam War Era, Daniel P. Ward

Dissertations

During the Vietnam War era, thousands of American GIs married Southeast Asian women who immigrated to the United States together. While considerable scholarly attention has focused on the political and social dimensions of the Vietnam era sex work industry, the regulation of marriage and immigration policies for Vietnamese American couples provide new perspectives to explore. Although intimate encounters with local women also pervaded other twentieth century conflicts, the Vietnam War saw the American military implement a new system to screen and regulate war bride marriages. In doing so, Military Assistance Command, Vietnam (MACV) constructed the first interservice set of marriage …

Examining Nonprofit Social Service Sector Burnout And Turnover: Trait Mindfulness As A Moderator Of Work-Life Balance And Compassion Fatigue, Melissa L. Brown

Dissertations

Nonprofit burnout and turnover surpass all national industries, specifically in the social services subsector. In contrast to their for-profit counterparts, nonprofit turnover rates remain on the rise. While literature indicates that one of the primary drivers of nonprofit turnover is burnout, more granular research proposes that nonprofit social service employees encounter a distinct form of burnout generated by the exposure to secondary traumatic distress known as compassion fatigue. This study investigated the antecedents of this phenomenon by examining trait mindfulness as a moderator of work-life balance and compassion fatigue among nonprofit social service providers. To sustain a workforce that provides …

Adolescent Students’ Adaptability During The Covid-19 Pandemic Impacting Their Academic Preparedness In College: A Qualitative Exploration Of Resilience In Secondary School Disruptions, Nicole Tyanne Jameson

Dissertations

This study, conducted several years after the onset of the COVID-19 pandemic, takes a unique approach to investigating the long-term effects of the pandemic-induced disruptions on adolescents during secondary schooling and their academic preparedness in college. The study combined a descriptive qualitative analysis of academic routine data with quantifiable resilience scores, providing a comprehensive understanding of the challenges students faced, their adaptability and resilience, and the overall impact on their education journey into college. This comprehensive descriptive qualitative study utilizes triangulation of quantitative data and qualitative approaches to understand the subject matter thoroughly. The quantitative scores meticulously analyzed resiliency and …

Teaching Students Who Have Been Identified With Autism In The Private Piano Teaching Studio: An Application Of General Music Resources And Interviews With Specialists In The Field, Joy Parker

Dissertations

This dissertation is a practical resource for private piano teachers seeking to gain a better understanding of teaching students with autism. Resources used in general music instruction of students with autism were consulted, and relevant information was adapted for the private piano setting. Additionally, resources that are tailored to private piano teaching of students with an identified disability were consulted.

Interviews with three individuals who have experience working with individuals with autism were conducted, and methods and strategies that they found to be most successful were ascertained. One of the interviewees was Dr. Derek Polischuk, Professor of Piano and Director …

Investigating The Use And Acceptance Of Information And Communication Technologies By University Faculty In Liberia And Its Implications To Sub-Saharan Africa, Michael K. Gray

Dissertations

This descriptive, non-experimental, correlational quantitative study examines the relationship between components of the Technology Acceptance Model (TAM), the Unified Theory of Acceptance and Use of Technology (UTAUT), and Human Capital Development (HCD) in determining the use of Information and Communication Technology (ICT) among university faculty in sub-Saharan Africa (SSA). With the increasing importance of ICT in educational transformation across developing regions like SSA, understanding the underlying factors that influence ICT acceptance is essential for effective policy and implementation strategies. The researcher surveyed 336 university faculty in Liberia using a questionnaire designed to capture perceptions related to TAM constructs (perceived usefulness …

The Interactive Soap Opera: Deceit, Romance And Abuse, Grace Canfield, Sage K. Colon, Mollie M. Denholm, Ava Freese, Grace Salter, Abigail M. Saplak, Alex N. Skocic, Derek M. Williams, Richard M. Perloff

Student Scholarship

One of the most interesting aspects of adolescents’ use of social media is the dynamic drama that occurs between followers of social media influencers in the wake of controversial actions performed by social media influencers themselves. A content analysis of followers’ comments about influencers’ and social media personalities’ scandalous romantic entanglements indicated that close to 90 percent of commenters were female and, in keeping with followers’ loyalty to their favored influencer, the highest proportion of comments were negative to the influencer’s adversary in the romantic dispute. A detailed analysis of the moralistic aspects of followers’ comments offered additional insights.

Beyond Keeping The Lights On: Covid-19’S Impact On Lower Mississippi River Valley Museums And Public History Sites, Liz Skilton, Ian Beamish

Department of History

This article reviews the impact of the COVID-19 pandemic on public history sites and museums along the Lower Mississippi River Valley between 2020 and 2024. Constructed from interviews with sixty-seven sites across a four-year period, it uses a regional approach to examine how pandemic closures, reopening processes, and adaptations impacted public history sites and museums in the short-, medium-, and long-term, arguing that the pandemic created lasting changes through adaptation rather than large-scale closure of public history institutions. It concludes with an assessment of what can be learned from the pandemic period’s effect on public history.

More Than A Mirror: Investigating Social Media’S Role In Shaping Social Comparisons And Identity Around Perceptions Of Beauty, Janella Eshiet

Communication (PhD) Dissertations

The rapid expansion of social media has transformed interpersonal communication and the way that individuals engage in social comparisons in their daily life. While existing literature emphasizes the negative psychological effects of both social comparison and the use of social media platforms, there remains a need to better understand the positive experiences of users in these digital spaces. Guided by social comparison theory (SCT; Festinger, 1954) and social identity theory (SIT; Tajfel & Turner, 1979), the current study applied an interpretative phenomenological approach (IPA, Smith et al., 2022) to explore how social media users interacted with beauty-centered narratives and the …

Review Of Exteriorless Architecture: Form, Space, And Urbanities Of Neoliberalism, Prabhav Singh

Book Reviews

No abstract provided.

What Sucks The Best? The Ducanto!, Gabe Gunning

Nurse Residency

Background: Airway management is a defining skill that demands mastery by emergency physicians. Airway emergencies pose considerable morbidity and mortality risks. Familiarity with, and mastery of, a variety of airway management approaches and equipment can prove invaluable for management of anatomically and physiologically difficult airways.

Demographic Characteristics And Selected Personality Traits Of Women In Competitive Bodybuilding, Chloe A. Zeeuw

Master's Theses

This study investigated demographic characteristics and measures of personality (dimensions of performance perfectionism and five-factor model characteristics) in women in competitive bodybuilding between 18-25 years old. A total of 24 women completed an online survey which included a demographic questionnaire, the Five Factor Model Rating Form (FFMRF), and the Performance Perfectionism Scale for Sport (PPSS) inventories. Descriptive results for the FFMRF were Openness (18.17±3.12), Conscientiousness (25.58±3.33), Extraversion (19.96±3.46), Agreeableness (19.88±4.58), and Neuroticism (15.67±4.94), and for the PPS-S were Self-oriented performance perfectionism (20.96±3.53), Socially prescribed performance perfectionism (13.96±4.26), and Other-oriented performance perfectionism (10.54±4.23). Pearson’s correlation coefficients and Shapiro-Wilk tests revealed that …

Ua80/1 Agenda, W Club

University Organizations

Agenda of the August 2025 W Club Board of Directors meeting.