Digital Commons Network^™

Modeling Data Metrics And Distributions For Representation And Efficient Transfer Learning, Li Ren

Graduate Thesis and Dissertation post-2024

Representation Learning and Transfer Learning are fundamental challenges in deep learning, particularly for downstream computer vision tasks. While existing research predominantly focuses on loss functions and network architectures, this dissertation explores how modeling distance metrics and data distributions can enhance representation and transfer learning efficiency in computer vision applications, specifically focusing on image captioning and retrieval tasks.

We make contributions primarily in three subareas. First, we develop an image captioning system that leverages geometric relationships among objects using a novel object graph structure, enhancing global visual representations for more accurate caption generation. We further incorporate adversarial learning to model data …

Down By The Tracks, Ova ‘Cross The Trussle: Exploring Systemic And Structural Barriers To Perinatal Healthcare Access For Black Women In Rural Alabama, Trinity C. Johnson

Graduate Thesis and Dissertation post-2024

This dissertation uses semi-structured interviews (n=42), participant observation, archival research, and storytelling, it employs frameworks of structural violence, intersectionality, and reproductive justice to situate Black women’s maternal health within broader histories of racialized medical neglect and reproductive governance. The study explores two questions: (1) What obstacles do Black women in rural Alabama face in accessing perinatal healthcare? (2) How do they navigate these barriers, and what strategies do they employ? A mixed-methods approach—including ethnography, quantitative analysis, and GIS—guides this research, with storytelling serving as both a methodological intervention and a challenge to dominant anthropological narratives. Findings highlight three major themes: …

Constitutional Drafting Processes And Constitutional Success, Adam Chilton, Murat C. Mungan, Mila Versteeg

Public Law and Legal Theory Working Papers

Several recent constitution-making processes have been celebrated for being participatory, inclusive, and representative. However, many of these processes also failed. We theorize that aspects of these kinds of constitutional drafting processes could reduce the probability of constitutional success. To show why, we construct a “Constitution Drafting game” (CD game) in which representatives from different interest groups must draft a constitution. We consider the case where the probability of constitutional success is single peaked, but the value from successful adoption is increasing in the degree of issue protection chosen. The drafting process then leads to protection choices that are above those …

Cultural Competency Of The Interprofessional Team In Burn Care Through An Occupational Therapy Model, Brooklyn Wiest

Occupational Therapy Capstones

Purpose: Burn injuries are considered one of the most devastating injuries globally (Farzan et al., 2023). Those suffering from serious burns are likely to be affected in all areas of life (physical, social, mental, emotional, spiritual, environmental, intellectual, and psychological) (Abrams et al., 2016). Some of these impacts include changes in appearance, social isolation, stress, anxiety, depression, self-esteem, employment, financial burden, and family problems. These are devastating outcomes are seen throughout diverse populations (Nair & Adetayo, 2019). As diverse populations are rising, an increase in equitable medical care is needed (Peters et al., 2022). Education and increasing awareness of culturally …

Caregiver Education In Early Intervention, Payton Schilke

Occupational Therapy Capstones

Background: Early intervention services are provided for children ages birth to three years who have identified developmental delays (North Dakota Health and Human Services, n.d.). Services that are provided in early intervention include home visits, consultations, and parent coaching from a multidisciplinary team (North Dakota Health and Human Services, n.d.). The health-related practices of parents during the first two years of their children’s lives plays an important role in terms of influencing children’s health and development (Boelsma et al., 2021). It is the responsibility of the caregivers to utilize the information that is provided and implement within the child’s daily …

Ai-Generated Messaging For Life Events Using Structured Prompts: A Comparative Study Of Gpt With Human Experts And Machine Learning, Christopher Lynch, Erik Jensen, Ross Gore, Virginia Zamponi, Kevin O'Brien, Brandon Feldhaus, Katherine Smith, Joseph Martínez, Madison H. Munro, Timur E. Ozkose, Tugce B. Gundogdu, Ann Marie Reinhold, Hamdi Kavak, Barry Ezell

VMASC Publications

Large Language Models (LLMs) play an increasingly integrated and pivotal role in generating diverse types of texts, such as social media messages, emails, narratives, and technical reports, among other textual communication forms. As AI-generated messaging filters into human communication, a systematic exploration of their effectiveness for mimicking human-like communication of life events is needed. In this study, we employ a zero-shot structured narrative prompt to generate 24,000 life event messages for birth, death, hiring, and firing events using OpenAI's GPT-4. From this dataset, we manually classify 2880 messages and evaluate their validity in conveying these life events through the form …

Artificial Intelligence And Law—An Overview Of Recent Technological Changes: Keynote Address At The 2024 Ira C. Rothgerber Jr. & Silicon Flatirons Conference On Artificial Intelligence And Constitutional Law, Harry Surden

University of Colorado Law Review

No abstract provided.

Artificial Intelligence And Constitutional Interpretation, Andrew Coan, Harry Surden

University of Colorado Law Review

No abstract provided.

Women In Orientalist Paintings: The Different Symbols Women Represented In Orientalist Paintings In The Late Nineteenth And Early Twentieth Century, Malak Ahmed

The Undergraduate Research Journal

Art is one tool that indirectly affects people’s thoughts and perceptions. Orientalist painting is a type of art that reflects some of the mistaken stereotypes the West has about Oriental societies, such as inferiority, hypersexuality, and objectification of women. Understanding the artistic symbols and elements of representation defining women’s roles in Oriental societies in such paintings is one way to take further steps towards eradicating stereotypes about Oriental women. Research to date has mainly focused on the sexual representations of women in Orientalist paintings, and no due care has been given to the different symbols that the paintings include. This …

Cross-Cultural Narratives: A Comparative Analysis Of "Yo Soy Betty, La Fea" And "Ugly Betty", Marcos Falck Hernandez

Theses and Dissertations

This thesis examines the cross-cultural adaptation of the Colombian telenovela Yo soy Betty, la fea (1999–2001) into the American dramedy Ugly Betty (2006–2010), by analyzing how the latter reimagined the original narrative to address U.S.-specific cultural dynamics. Through qualitative analysis and literature review of the narrative structure, this study shows how “Ugly Betty” expanded its predecessor’s critique of beauty standards to explore Latino identity, multiculturalism, and workplace diversity in America. While both series center on an unconventional protagonist navigating the fashion industry, “Ugly Betty” uniquely foregrounds the experiences of a Mexican American family, offering nuanced depictions of immigration, cultural assimilation, …

The Impact Of Pre-Kindergarten Programs On Literacy Achievement In Primary Grades In Rural Southeast Alabama Title I Schools, Courtney Sonntonya Thorton

Theses and Dissertations

The purpose of this study was to examine how pre-kindergarten impacts the literacy achievement of students in Alabama Title I schools. This quantitative study employed a causal-comparative (ex post facto) research design to examine the impact of Alabama’s First-Class Pre-K (FCPK) program on early literacy and school readiness, as measured by the Dynamic Indicators of Basic Early Literacy Skills (DIBELS) and the Alabama Early Learning Inventory (AL ELI). The design was selected due to its appropriateness for studying naturally occurring groups and its capacity to explore potential cause-and-effect relationships without researcher-controlled intervention.

The independent variable was Pre-K attendance (attendee vs. …

Addressing Barriers To Preventive Healthcare Access Through Community Outreach In Underserved Populations, Deneisha Sparks

Theses and Dissertations

Access to preventive healthcare is a significant public health challenge, particularly for underserved populations in Muscogee County, Georgia. This project addresses systemic barriers such as transportation, limited health education, and economic constraints, which contribute to health disparities and reliance on emergency room services. Guided by the Social Determinants of Health (SDOH) framework and the Health Belief Model (HBM), the project aims to enhance access to preventive care, improve health literacy and identify barriers to healthcare access.

This program evaluation report examined a community-based initiative that utilized a mobile health unit to improve access to preventive healthcare in underserved areas of …

Attacking Diabetes One Day At A Time, Kyla Duncan

Theses and Dissertations

The "Attacking Diabetes One Day at a Time" initiative targets the growing concern of public health, type 2 diabetes, among under-reserved communities. This comprehensive care program emphasizes the importance of prevention through education, improving lifestyles, and access to care. Based on insights from the Self-Care Management Theory, this initiative seeks to provide individuals with sound, culturally tailored strategies that reduce disease risk and help them manage healthy lifestyles. Major components include educational workshops, and resource navigation. The success of this program, from community engagement through evaluation on a phased implementation plan, is guaranteed. The expected outcomes of this work will …

How Do School Counselors And School Social Workers Support High School Bullying Victims: A Qualitative Exploratory Case Study, Dalentina N. Robertson

Theses and Dissertations

Bullying and student aggression are increasing in public high schools. Bullying and cyberbullying are a safety concern, and victims of bullying have shown a decline academically and emotionally. Additionally, high schools need increased support with bullying behaviors. The purpose of this exploratory case study was to explore school counselors’ and school social workers’ insights and perspectives regarding the support they provided to bullying victims in two school districts in rural Georgia. Bronfenbrenner’s Ecological Systems Theory was the framework used to focus research on understanding how environmental systems influence an individual’s development. Semi-structured interviews were conducted from a purposeful sample of …

Racial Diversity Matters: Experiences Of Dental Hygienists Of Color In Education And Practice, Sonika Masih

All Graduate Theses, Dissertations, and Other Capstone Projects

Oral health is important to overall health. Poor oral health can affect a person’s ability to smile and chew, and can negatively affect their self-esteem. Poor oral health can lead to systemic diseases and even death. Therefore, access to dental care is vital for maintaining a quality of life, but people of color often lack access to this essential care. Negative stereotyping, color blind attitudes, and providers' biases are barriers for people of color to access dental care. Dental hygienists play a crucial role in removing barriers to oral healthcare for underserved populations. However, the dental hygiene profession does not …

The Expressive Effects Of Bilateral Labor Agreements, Ian G. Peacock

Chicago Journal of International Law

Bilateral labor agreements (BLAs) aim to facilitate the movement of temporary migrant workers between countries. So far, studies of BLAs have focused on whether they have effects on migration flows. Despite countries entering hundreds of BLAs, evidence for their effects on migration flows remains limited. Yet, even if BLAs have limited material effects, they may still have important symbolic effects. On this topic, this Comment highlights BLAs’ potential to change rhetoric about international migration among heads of state. Drawing on an original empirical analysis focused on BLAs with the Philippines, the Comment analyzes how BLAs may influence leaders’ expressed attitudes …

(Re)Imagining Linguistic Justice Through Pláticas: Dual Language Educators’ Perspectives On Restorative Practices, Lysandra Pérez

CGU Theses & Dissertations

This dissertation examines the pervasive impacts of linguistic imperialism in U.S. dual language classrooms, focusing on restorative language justice practices designed to address the harm caused by manifestations of linguistic oppression, including language policing, linguistic surveillance, and language discrimination (Cameron, 2014; Tuck & Yang, 2012). Grounded in LangCrit (Crump, 2014) and Raciolinguistics (Flores & Rosa, 2015), this study centers the voices and lived experiences of minoritized bilingual educators in Central Washington and Southern California, highlighting their insights and calls for transformation within bilingual education. Through pláticas en grupo (Fierros & Delgado Bernal, 2016), dual language educators co-created restorative practices that …

Writing Back To Empire: Anticolonial Petitioning And Decolonisation In Postwar British West Africa, 1945–1960, Bright Alozie

Black Studies Faculty Publications and Presentations

This article reexamines petition writing as a strategic form of anticolonial resistance and negotiation in British West Africa between 1945 and 1960. Focusing on Nigeria and the Gold Coast (now Ghana), it argues that petitions – often regarded as apolitical or ineffective – were in fact deeply political texts through which colonised individuals asserted rights, challenged imperial authority, and participated in shaping decolonisation discourse. Drawing on new archival petitions, colonial correspondence, and administrative records, the study analyzes how a wide range of African actors – including trade unions, veterans, women’s organisations, and youth groups – appropriated colonial bureaucratic norms to …

Teaching Borges Effectively: A Pedagogy Of Literary Reading, Luciano Martinez

Spanish Faculty Works

No abstract provided.

Fighting The Hypothetical: Why Law Firms Should Rethink The Billable Hour In The Generative Ai Era, Nancy B. Rapoport, Joseph R. Tiano Jr.

Scholarly Works

“Fighting the Hypothetical: Why Law Firms Should Rethink the Billable Hour in the Generative AI Era” analyzes how the emergence and adoption of generative artificial intelligence (GenAI) will fundamentally disrupt the traditional billable hour model that has dominated the industry since the 1960s. Professor Rapoport and Mr. Tiano contend that GenAI’s ability to perform routine legal tasks quickly and accurately will force law firms to shift away from billing structures based primarily on time spent (or inputs) and toward models that better reflect client value (or outputs).

The authors interviewed law firm leaders to gain an “in the trenches” view …

Language, Categorization, And Control: Examining Exclusion In Refugee Regimes Through The Shift From Muhājir To Lājiʾ, Cormac M. Thorpe

Harvey M. Applebaum ’59 Award

No abstract provided.

Book Reviews

The Asbury Journal

No abstract provided.

A Hybrid Soft Voting And Stacking-Based Meta-Learning Approach For Sentiment Analysis Of Bangkalan Batik, Moh. Imron Wahyudi, Lailil Muflikhah, Rizal Setya Perdana

Knowledge Engineering and Data Science

Sentiment analysis is an important field in Natural Language Processing (NLP) that focuses on processing consumer opinions to gain useful insights. The information generated from sentiment analysis can be used as a basis for business decision-making, service quality evaluation, and the formulation of more effective marketing strategies. In the local context, Bangkalan Batik, as one of Madura's distinctive cultural products, has high economic value and cultural identity. However, consumer reviews available online, for example through Google Maps, are still rarely utilized optimally by MSMEs as a source of strategic information. Therefore, this study was conducted to develop a sentiment classification …

A Comparative Study Of Machine Learning Models For Javanese Wuku Classification: Exploring Svm, Naïve Bayes, And Cnn For Cultural Texts, Danang Arbian Sulistyo, Aji Prasetya Wibawa, Didik Dwi Prasetya, Fadhli Almu'iini Ahda, Agung Bella Putra Utama

Knowledge Engineering and Data Science

This study rigorously evaluates machine learning models for classifying culturally significant Javanese Wuku texts from the “Keagamaan atau Spiritual” category, a domain challenged by unique linguistic nuances and limited digitized resources. We compared Support Vector Machine (SVM), Naïve Bayes, and Convolutional Neural Network (CNN) on texts from five pivotal Wuku types (Sinta, Galungan, Kuningan, Sungsang, Warigalit) sourced from sastra.org, aiming to identify the most effective computational approach. The dataset comprises N = 1419 documents (T = 751.290 tokens), with per-class document counts reported for all five Wuku types. Our evaluation uses accuracy, precision, recall, F1-score, and …

Stable Numerical Solution Of An Elliptic Pde Inverse Problem Subject To Incomplete Boundary Conditions, Qasim Abd Ali Tayyeh

Knowledge Engineering and Data Science

This study addresses the challenging problem of solving inverse elliptic Partial Differential Equations (PDE) with incomplete boundary data, data available only on a part of the domain boundary. The aim is to develop a robust, effective numerical framework that consistently recovers parameters and/or sources from incomplete, ill-posed data. In the case of a variational problem discretized by the Finite Element Method (FEM) and solved by an adjoint-based optimization strategy, the framework uses Tikhonov regularization. Morozov's Discrepancy Principle is used to determine regularization parameters that achieve the best balance between accuracy and stability. Even with 5% noise in the measurement data, …

Video Comprehension Score (Vcs): A Metric For Long-Form Video Description Evaluation, Harsh Dubey

Electronic Theses and Dissertations

Existing video description evaluation metrics fail to capture the long-range chronology and semantic alignment essential for long-form descriptions. An effective evaluation metric for long-form descriptions must (i) assess global thematic alignment, (ii) measure local semantic alignment, and (iii) evaluate chronological alignment while detecting corrupted content. We introduce Video Comprehension Score (VCS), a reference-based metric, which directly addresses these evaluation requirements through three components: Global Alignment Score for thematic alignment, Local Alignment Score for local semantic alignment, and Narrative Alignment Score for chronological alignment with adjustable tolerance. We evaluate VCS on two large-scale synthetic datasets designed to test corruption detection and …

Critical Appraisal Of Language Assessment Tasks For African American Children, Tamara Diana Jacobs

Selected Full-Text Master Theses 2021-

Language assessment is a fundamental aspect of the speech-language therapist's role. However, a critical examination of standardized assessments reveals their historical association with constructing disability and exerting control over individuals with a disability, often rooted in the medical model of disability (Nair et al., 2023). As a result, there has been a growing interest in developing alternative methods for evaluating language and speech, particularly in diverse populations (Hyter, 2022). This interest has extended to the study of assessment methods within urban communities, including African American English (AAE) speakers.

Language assessment is a fundamental aspect of the speech-language therapist's role. However, …

Unwritten Rules And Oral Transmission In Architectural Proportion Systems: Case Study Of Bubungan Tinggi House, Huzairin. Muhammad Deddy, Dila Nadya Andini, Rudi Hartono, Anna Oktaviana, Dahliani Dahliani

ASEAN Journal on Science and Technology for Development

The proportional systems in vernacular architecture often exist without formal written codification, raising questions about their transmission across generations. Bubungan Tinggi House which is a replica of the Banjar Kingdom palace was built by Banjarese merchants and aristocrats from the 16th to the 19th centuries, showing a uniform aesthetic quality, which indicates a regularity in the proportions of its form. However, no historical written manuals detailing these proportions are known to exist. To prove the existence of regularity in the Bubungan Tinggi House proportion system, research was conducted by taking 7 Bubungan Tinggi House samples spread across South Kalimantan province, …

Implications For Clinical Practice When Working With Latino Families Affected By Pediatric Cancer: An Integrative Systematic Review, Karla Rodas

Theses and Dissertations

The high mortality rates within the Latino population due to childhood cancer and the psychosocial challenges that come with the disease warrants attention from mental health professionals to provide support and address the distress experienced by affected families. The purpose of this integrative systematic review was to identify the psychosocial challenges faced by Latino families navigating childhood cancer, explore the role of cultural resiliency as a coping mechanism, and examine culturally adapted clinical interventions that integrate cultural resilience, promote psychosocial well-being, and improve treatment engagement. A PRISMA flow diagram was used to illustrate the systematic review process, which included 11 …

Ghosts At The Gate: A Call For Vigilance Against Ai-Generated Case Hallucinations, Christina Frohock

Penn State Law Review (2003 - Present)

No abstract provided.