Digital Commons Network^™

Performance Of Cnn And Lstm Model On Covid-19 News Headline Data Classification, Dian Kurniasari, Luthfia Nur Azizah, Purnomo Husnul Khotimah, Warsono

Baghdad Science Journal

During the COVID-19 pandemic, mass media, especially online news portals, have been essential in disseminating health information and governmental policies, serving as the primary reference for the general public. Unfortunately, not all news articles are relevant to COVID-19 case monitoring. Some sources provide information that is less useful for tracking the pandemic's progression. Thus, it is crucial to develop a methodology that allows news articles to effectively aid stakeholders in monitoring COVID-19 developments. This study proposes using Deep Learning (DL) models to classify news headlines for this purpose. The aim is to identify suitable and reliable DL models for classifying …

The Impact Of An Ai-Supported Smart Hiit Program On Cardiovascular Fitness And Physical Performance, Maysaa Redha Ghanem

Modern Sport

In recent years, there has been growing interest in training programs that enhance physical fitness and overall health. Among the most prominent is High-Intensity Interval Training (HIIT), which has demonstrated effectiveness in improving cardiovascular efficiency and boosting physical performance within a relatively short period. With rapid advancements in artificial intelligence (AI), it has become possible to develop smart training solutions that rely on the analysis of biometric and physiological data to deliver personalized programs tailored to individual needs. AI algorithms can analyze users' biological and physical data and generate training regimens based on physiological responses, opening new avenues for improving …

Classroom Enrichment-Based Energy-Exhaustion Games And Their Impact On Developing Selected Social Skills And Physical Attributes And Reducing Hyperactivity And Attention Deficit In Gifted Students, Nihad Mohammed Alwan, Ali Sadiq Dhiyab, Doaa Muhib Al-Din Ahmed, Farah Alaa Jafar

Modern Sport

The significance of this research lies in exploring the impact of energy-exhausting games through enrichment classroom activities on the development of specific social skills and physical attributes, as well as reducing hyperactivity and attention deficit among gifted students aged 13. The research problem emerged from the question: To what extent can energy-exhausting games, when implemented through enrichment classroom programs, contribute to enhancing selected social and physical traits and minimizing hyperactivity and attention deficit? This study aimed to (a) identify the levels of specific social skills in the sample, (b) identify the values of specific physical attributes in the sample, (c) …

(Arise) Achievements In Research, Inquiry And Scholarship Exhibition 2025, Office Of Undergraduate Research

(ARISE) Achievements in Research, Inquiry and Scholarship Exhibition

Conference held at John A. Delaney Student Union on July 25, 2025

Attitudes Toward Seeking Mental Health Services Among Young African American Same-Sex-Oriented Men, Anthony Earl Fox

Walden Dissertations and Doctoral Studies

In 2018 suicide was the second leading cause of death for young people between the ages of 15 and 24 (CDC, 2018). Suicide and other factors like HIV, depression, and oppression may serve as barriers to seeking counseling among African American same-sex-oriented men ages 18-26. Due to a previous gap in the literature regarding barriers to seeking counseling, this study may support counselors in finding ways to address the disparity in counseling utilization among this population. Grounded in queer and social identity theories, the purpose of this quantitative study was to examine if adverse childhood experiences, current civic unrest, HIV, …

Focused Rapid Assessment Process (Frap) 3.0: A Community-Led, Train-The-Trainer Model For The National Diabetes Prevention Program For Local Spanish-Speaking Adults, Rachel Apiolaza, Carolyn Peterseim Md, Miguel Chuidian Md

Research Scholars

No abstract provided.

Fostering Meaningful Learning: Experiences Of Linguistically Diverse Trainers In Early Childhood Care And Education (Ecce) Professional Development, Anna Howell

Dissertations and Theses

Linguistically diverse trainers play a critical role in reshaping professional development (PD) within Early Childhood Care and Education (ECCE), yet their contributions remain marginalized within English-dominant institutional structures. This qualitative study explored how these trainers define and deliver meaningful learning experiences despite systemic barriers, limited resources, and monolingual policies. Grounded in critical constructivism, the research centered the lived experiences and voices of linguistically diverse trainers across multiple contexts. Through semi-structured interviews, participants shared how they co-constructed relational, culturally grounded, and linguistically affirming PD environments rooted in community knowledge and emotional connection. Findings reveal that meaningful learning occurs when training reflects …

Creating Learning Bridges: Redesigning Homework Within The Framework Of Multiple Intelligences, Vasileios Zagkotas

Journal of Educational Research and Practice

The article explores the application of Howard Gardner’s theory of multiple intelligences to homework and the potential of this approach to enhance the educational experience. Through a pilot application in philological subjects in Greek secondary education, the article presents the Homework Toolkit for Cultivating Multiple Intelligences, which offers various activities adapted to different types of intelligence. The findings from the case study research indicated that applying multiple intelligence theory to homework design improved academic performance, responsibility, and student collaboration, while also enhancing critical thinking and creativity. The results indicate that designing homework based on multimodal learning can reform the learning …

Epistle To A Godson, And Other Poems, Wystan Hugh Auden

Hannah Arendt Marginalia - All

New York, Random House [1972]

Call #: PR6001.U4 E6 1972

Arendt copy contains marginal lining

PDF Information: 7 pages – 284 KB

Trans* Educators In Early Childhood Through Secondary (Pk-12) Schools: An Exhaustive Literature Review, Chris Cyan Divens

Journal of Queer and Trans Studies in Education

This literature review provides documentation and analysis for 22 years of empirical, English-language research on trans* educators in early childhood through secondary (PK-12) education. A total of 87 publications from six different continents provide a basis for researchers and policymakers interested in better understanding this historically marginalized population. Findings include a diverse array of methodological and theoretical approaches as well as several meta-level findings concerning the varied circumstances of trans* educators. There is a need for additional research to address persistent gaps as well as for sweeping policy change and collective action to improve the unacceptable conditions of trans* educators.

You Better Werk: The Viability Of A Labor Union For The Cast Of Rupaul’S Drag Race, Brandon Stump

Cleveland State Law Review

Reality television cast members are poorly compensated, working under tremendously restrictive and controlling contracts. While actors and writers who are members of the Screen Actors Guild of America and the Screen Writers Guild of America have collectively bargained with studios for better wages, terms, and conditions of employment, contestants on reality television series have gone it alone – auditioning for a series and having no choice other than to accept the contract provided by the studios. In December 2024, at the end of the Biden administration, the National Labor Relations Board (NLRB) filed a complaint on behalf of the reality …

Coli@Fire2024: Findings Of Word-Level Code-Mixed Language Identification In Dravidian Languages, Asha Hegde, Fazlourrahman Balouchzahi, Sabur Butt, Sharal Coelho, Kavya G, Harshitha S. Kumar, Sonith D, Shashirekha H. L., Ameeta Agrawal

Computer Science Faculty Publications and Presentations

Code-mixing, a linguistic phenomenon where multiple languages are blended within a single text, has become increasingly prevalent in multilingual societies, particularly in digital communication. The CoLI-Dravidian shared task, organized as part of Forum for Information Retrieval and Evaluation (FIRE) 2024, aimed to address these challenges by inviting researchers to develop models capable of classifying words in code-mixed texts involving Dravidian languages — Tamil, Kannada, Malayalam, and Tulu - interwoven with English. The task presents significant challenges due to the complexity of linguistic structures, mixed-language tokens, and dialectal variations, especially in low-resource languages like those in the Dravidian family. The participating …

Public Understanding Of And Engagement With Community Health Workers And Promotores De Salud: Findings From Two National Surveys, Elizabeth A. Rohan, Julie S. Townsend, Andrea Torres, Hope L. Thompson, Dawn M. Holman, Avid Reza, Felicia Solomon Tharpe, Erin Caple, Ashley Wennerstrom

School of Public Health Faculty Publications

INTRODUCTION: Community health workers (CHWs) can improve health by helping people navigate health care services and systems and connecting them to community services that address nonmedical factors such as food insecurity, housing, and transportation. While CHWs have long been part of the US public health system, there are no data, to our knowledge, on the public's familiarity and interactions with CHWs. METHODS: We analyzed data from the 2022 Porter Novelli FallStyles and Estilos surveys, online market research surveys of the general public delivered in English (FallStyles) or primarily Spanish (Estilos). Each survey asked the same 4 questions on familiarity and …

Generalizability Of Existing Ai Models For Automatic Disfluency Detection In Children's Speech, Caryn W. C. Iwakiri

Master's Theses

Achieving consensus in identifying disfluencies and diagnosing developmental stuttering has been a significant challenge for many clinicians, particularly in young bilingual children, who tend to show increased disfluencies. Artificial intelligence (AI) has the potential to recognize more complex yet systematic patterns that might not be easily observable by even trained clinicians. It also has the potential to bring consistency in the measurement of stuttered speech. This study compares the performance of four AI models, their performance on detecting disfluencies including both stutter-like-disfluencies (SLD) and typical disfluencies (TD) in monolingual and bilingual children's data, then explores whether increasing the quantity of …

Investigating The Complexity Of Language Acquisition For Linguistically Diverse Children, Krittin Srisajjakul

Master's Theses

Understanding the natural productions of children's early expressive language development is important to support their development. These natural productions may also be especially complex in children with diverse linguistic backgrounds. A challenge for clinicians is how to assess these natural productions for children’s early expressive language milestones. For example, what does it mean for children to say the same word in two languages and refer to the same concept (e.g., “water” and “agua”)? Or refer to two different concepts, (e.g., “water” and “leche” (milk))? By understanding how children’s expressive language connects to conceptual understanding, clinicians can better support language learning. …

Factors Associated With Maternal Health Care Utilization In Liberia, West Africa, Isaac Nyumah Yah

Walden Dissertations and Doctoral Studies

Extant literature reports increased uptake of maternal health care utilization in Liberia in the era following the 14-year civil war that ended in 2004. The purpose of this secondary quantitative data analysis study was to examine the relationship between women’s place of residence, women’s earnings spending autonomy, and maternal health care utilization of women ages 15–49 in Liberia. Maternal health care utilization in this study is measured by women’s visits to government hospitals for antenatal care. Maternal health care utilization indicates whether women who were pregnant within the 3 years before the 2019–20 Demographic Health Survey in Liberia attended any …

Assessing The Adversarial Robustness Of Multimodal Medical Ai Systems: Insights Into Vulnerabilities And Modality Interactions, Ekaterina Mozhegova, Asad Masood Khattak, Adil Khan, Roman Garaev, Bader Rasheed, Muhammad Shahid Anwar

All Works

The emergence of both task-specific single-modality models and general-purpose multimodal large models presents new opportunities, but also introduces challenges, particularly regarding adversarial attacks. In high-stakes domains like healthcare, these attacks can severely undermine model reliability and their applicability in real-world scenarios, highlighting the critical need for research focused on adversarial robustness. This study investigates the behavior of multimodal models under various adversarial attack scenarios. We conducted experiments involving two modalities: images and texts. Our findings indicate that multimodal models exhibit enhanced resilience against adversarial attacks compared to their single-modality counterparts. This supports our hypothesis that the integration of multiple modalities …

"Are You My Counselor?" A Call To Action How Latinx General Counselors Can Support Latinx Student Retention Rates At California Community College Hispanic-Serving Institutions, Valentín García Cabrera

Dissertations

Latinx students comprise the largest population within the California Community College (CCC) system, but experience disproportionately lower retention rates. This dissertation used a phenomenological qualitative design and testimonios collected from Latinx general counselors to explore factors influencing Latinx student retention. Sixteen tenured Latinx general counselors from ten Northern California Hispanic-serving community colleges served as participants. Guided by two research questions, the study explored counselors’ perspectives on the factors influencing Latinx community college students’ retention and the counseling strategies, services, and resources that General Counseling Departments should provide to support Latinx student retention. Grounded in Latinx Critical Race Theory, the study …

Cultivating Belonging: Empowering Hispanic Parents In The U.S. Education System, Kalpana Galagali

Dissertations

This qualitative study explores the experiences of Hispanic families at Bay Area Middle School and the strategies I employed to create a sense of belonging and support for both students and their families. Key strategies included fostering effective communication through Spanish interpreters, celebrating cultural traditions, and organizing inclusive events like the annual cultural fair. Parents expressed gratitude for the personal attention their children received and noted how these initiatives positively impacted their sense of belonging. The findings highlight that cultural integration and community-building efforts significantly enhanced family engagement, transforming perceptions of the school environment from feelings of disconnection to appreciation …

Cultura Y Corazón: Latina Elementary School Principals Leading Schools, Mariana M. Alvarez

Dissertations

This qualitative participatory study focused on understanding the experiences of Latina elementary school principals on their pathway to school leadership and how cultural intuition and community cultural wealth influence their approaches to school leadership. Chicana Feminist Epistemology (CFE) and Latino Critical Race Theory (LatCrit) framed the study, while testimonio y pláticas served as the methodological framework. The concept of Community Cultural Wealth served as an analytical framework. Students of color often feel their histories, experiences, and languages are undervalued in education. Participants in this study shared challenges in navigating school, coming from families that valued education but faced barriers. Their …

Infants' Visual Preference For Expansive And Contractive Body Postures: An Eye-Tracking Study, Maryam Rostami-Aghoui, Caroline Floccia, Farid Pazhoohi

School of Psychology

Nonverbal communication is pivotal in early social and emotional development, with body postures serving as crucial cues. While extensive research has explored infants' recognition of emotions from facial expressions, a significant gap remains in understanding their visual inclinations towards body postures. Despite some studies on adults, there has been a lack of investigation into how infants respond to deliberate displays, particularly using eye-tracking methods. This research addresses this gap by examining whether infants exhibit a preference for expansive postures over contractive ones. A sample of 18 infants aged 12–24 months participated in the study, with their gaze patterns measured across …

The Reluctant Heroes: How To Teach Younger Generations Every-Day Heroism Through Pedagogical Imagination, Jarema Drozdowicz

Heroism Science

This article explores the notion of pedagogical imagination in the context of its practical use in teaching young learners today. The idea of imagination is being presented through the lens of the existing concepts such as ethnographic, historical, and sociological imagination introduced in the social sciences and humanities by various authors. The educational setting of today’s digitalized reality is being understood here as a sociocultural sphere where different generations clash in their diverse abilities to learn and form specific skills that might help them to cope with difficult real life situations. The process of forming heroic behavior patterns is thus …

Achieving Equity For International Medical Graduates: A Systematic Review, Sangeeta G. Saxena, Elizabeth Tisdell, Elana Farace, Thomas Godfrey, Betsy Aumiller, Esther Dell, Omrana P. Razzak, Bernadette N. Kumar, Kristin K. Sznajder

Public Health

Introduction: Foreign-born and foreign trained International Medical Graduates (FIMGs) face greater challenges in acculturation to their host countries than IMGs who train abroad and return to practice in their home country. As FIMGs are likely to fulfill a shortage of physicians in High Income Countries in the foreseeable future, we conducted a systematic review of literature to identify acculturation interventions that help FIMGs assimilate better in their host country health systems. This improves their productivity and satisfaction, allows health systems to be more accepting of FIMGs, and most importantly, enhances patient outcomes.

Methods: Following the PRISMA statement, we searched PubMed, …

Mapping The Literature On Short-Selling In Financial Markets: A Lexicometric Analysis, Nitika Sharma, Sridhar Manohar, Bruce A. Huhmann, Yam B. Limbu

Department of Marketing Faculty Scholarship and Creative Works

This study provides a comprehensive assessment and synthesis of the literature on short-selling. It performs a lexicometric analysis, providing a quantitative review of 1093 peer-reviewed journal articles to identify and illustrate the main themes in short-selling research. Almost half the published literature on short-selling is thematically clustered around portfolio management techniques. Other key themes involve short-selling as it relates to risk management, strategic management, and market irregularities. Descending hierarchical classification examines the overall structure of the textual corpus of the short-selling literature and the relationships between its key terms. Similarity analysis reveals that the short-selling literature is highly concentrated, with …

Biography Of Dr. Susan D. Rutherford, Susan D. Rutherford

Series 01: History of DEAF Media, Inc.

No abstract provided.

About Deaf Media: A History, Susan D. Rutherford, Rick Clogher

Series 01: History of DEAF Media, Inc.

A comprehensive history of DEAF Media, Inc. including its founding, main activities, and purpose for existing.

An Ai-Driven Framework For Real-Time Fake News Detection: Developing A Machine Learning-Based Filter For News Platforms In The United States, Umma Twaha, Yeasin Arfin

Engineering and Technology

The proliferation of fake news across digital platforms poses a significant threat to democratic processes, public health, and social cohesion in the United States. Manual fact-checking and traditional moderation approaches are increasingly inadequate due to the scale, speed, and sophistication of misinformation campaigns. This presents an AI-driven framework for real-time fake news detection, designed to serve as an intelligent filter for news platforms operating within the US media ecosystem. Leveraging natural language processing (NLP) techniques and machine learning algorithms—including supervised classifiers and deep learning models such as BERT and LSTM—the framework identifies deceptive content with high precision and low latency. …

The Influence Of Sociodemographic Factors On Opioid Mortalities In The U.S. State Of Georgia, Theresa Highsmith

Walden Dissertations and Doctoral Studies

Since the late 1990s, the United States has been in the midst of an opioid epidemic that continues to present significant public health challenges. Opioid-related mortality, particularly involving fentanyl, has disproportionately affected vulnerable populations. The purpose of this quantitative study was to examine the associations between educational level, homelessness, and alcohol use with opioid-related overdose deaths involving fentanyl, while controlling for age, gender, and marital status, among Black and White populations in the U.S. state of Georgia. The theoretical framework was Bronfenbrenner’s socioecological model, which recognizes that individual behavior is influenced by multiple levels of factors, including interpersonal, community, and …

Insights From The Front Line: Uplifting Stories Of The Covid-19 Pandemic Through The Eyes Of The Public Health Workforce In Iowa, Heidi Haines, Amanda Sursely, Hanh Pham, Rylee Beltran, Daniel K. Sewell, Lina Tucker Reinders, Natoshia Askelson, Sarah Dixon, Kaitlin Emrich, Christine Estle, Michelle Lewis, Jimmy Reyes

Faculty Publications

Introduction: SARS-CoV-2 was declared a pandemic in March 2020. Studies have characterized some of the negative impact of the pandemic on public health workers (PHW), but few have explored the strength and coping strategies used. Our study documents the experiences of PHW in Iowa during the pandemic. Methods: We used an innovative mixed methods data collection tool, SenseMaker^® to gather stories from PHW in Iowa between March and July 2022. Participants provided additional data about their story via structured follow-up questions. We conducted descriptive analyses of the quantitative questions. A qualitative thematic and sentiment analysis was applied to all …

The Life And Times Of Francis T. Nicholls: General, Lawyer, Governor, Jeffrey Paul Drury

Doctoral Dissertations and Projects

The life and times of Francis T. Nicholls, soldier, lawyer, judge, twice governor of Louisiana, and justice of the Louisiana Supreme Court.