Digital Commons Network^™

Enhancing Ad/Adrd Management Through Ihelpcare: A Compliant And Culturally Sensitive Ai-Driven Digital Healthcare Platform, Trisha Bhowmick

Master's Theses

The digital healthcare field is expanding fast, and now it requires platforms that use advanced technology and maintain robust data security and compliance practices. In the present paper, we present the main structure, key methods, and compliance strategies of the digital healthcare system iHelpCare, which, while fully meeting the HIPAA/GDPR requirements, provides health services more accessible, efficient, and inclusive. The proposed platform is powered by AI for personalized care solutions, with the main emphasis on preventive health management and providing tools for people with disabilities.

iHelpCare achieves real-time patient monitoring while securing medical data management and easy communication between patients, …

Caring For Others And Self Care: Examining “Good” Care Among The Older Vietnamese Community In San José, California, Chloe Nguyen

Master's Theses

In this thesis, I present a study of the older Vietnamese community in San José, California. I explore the concept of "good" care through the anthropology of care, a conceptual framework that examines how care is understood and practiced across different cultural and social contexts. Using ethnographic methods, such as interviews and participant observation, I examine caregiving practices and experiences, as well as community members' perceptions of what constitutes "good" care. I draw on concepts of "good" care, reciprocal caregiving, and self-care to analyze themes that emerge from their caregiving practices and experiences. I also discuss caregiving at a distance …

Predicting Newsworthiness Of California Bill Discussions, Venkata Kedarnath Chaturvedula

Master's Theses

Among various California bill hearings, it is crucial to identify which hearings are most likely to receive media coverage, as this highlights the importance of the bill and the hearing, while also underscoring its societal impact. Digital Democracy, established at Cal Poly’s Institute for Advanced Technology and Public Policy, provides users access to a distinctive dataset and information about state legislative committee hearings, hearing transcripts, assets, bill information, etc.

This thesis presents a machine learning framework for predicting whether California legislative bills are likely to receive media coverage. Drawing on a dataset of legislative ”tip sheets” provided by Digital Democracy …

Analyzing Patterns In Hofstede’S Cultural Dimensions Towards Individual Ai Receptiveness For Affective Experiences, Maggie Yang

Master's Theses

The use of artificial intelligence (AI) has significantly advanced efficient decision-making, with trust in algorithmic decisions shown to vary by cultural upbringing [1]. As AI becomes increasingly embedded in everyday life, it is essential to examine how cultural values affect trust in AI in subjective contexts that extend beyond purely quantitative analysis, like the personal interpretation of art. This work utilizes Hofstede’s cultural dimensions to investigate potential patterns in receptiveness towards AI predictions during art interpretation, providing insight into individual susceptibility to bias in AI-assisted affective analysis.

The study leveraged a cultural dimension survey and a custom Java program connected …

Retrieval Augmented Framework For Deepfake Audio Detection, Avinash Saxena

Master's Theses

The widespread use of AI-based audio deepfakes threatens severely to undermine media integrity and public trust. Speech synthesis techniques have improved dramatically in voice conversion (VC) and text-to-speech (TTS) in recent years, making forgeries sound highly realistic, and concerns are raised about possible malevolent uses. Existing state-of-the-art techniques for identifying fake speech have proven to be effective in some cases but are still limited in application and robustness when faced with novel attacking strategies, different acoustic conditions, or alternative linguistic domains. To address some of these limitations, the current research presents a novel deepfake audio detection system based on personalized …

Climatology Of Northeast Winds In Northern And Central California: A New Characterization Of The Diablo Wind, Alana R. Macken

Master's Theses

Diablo winds in northern California are known for driving some of the most destructive wildfires in state history. The Camp Fire of 2018, which caused at least 85 civilian fatalities, is just one example of the devastating outcomes associated with these rapidly developing downslope windstorms. While they are known to occur most frequently from fall through spring, much about the structure, evolution, and full spatial extent of these events remains poorly understood. Most previous studies have focused on a limited number of high-impact cases or have defined events using humidity-based thresholds in isolated regions such as the North Bay. As …

Enhancing Non-Player Character Dialogue In Video Gages: An Evaluation Of Large Language Model-Generated Responses, Lam P. Quach

Master's Theses

As video games increasingly emphasize narrative depth and player immersion, the quality of Non-Player Character (NPC) dialogue has become crucial for creating engaging gaming experiences. This thesis investigates the potential of Large Language Models (LLMs) to generate high-quality NPC dialogue by comprehensively evaluating four state-of-the-art models: Gemma 3 27B, Mistral 7B, QWEN 2.5, and LLAMA 3.1. The study employs a mixed-methods approach, combining human evaluation (N=50 participants) with AI-based assessment across five key benchmarks: coherence, personality expression, engagement, style/tone appropriateness, and overall quality. Participants evaluated 32 dialogue samples (8 per model) generated for a fantasy game context featuring two distinct …

A Closer Look At The Relationship Between Cultural Intelligence And Organizational Citizenship Behaviors, Lesli B. Quiroz

Master's Theses

As organizations—particularly in the United States—become more multicultural due to globalization, they increasingly rely on individuals' ability to succeed in complex, cross?cultural environments. Cultural intelligence (CQ), or the ability to successfully adapt to unfamiliar cultural settings, has been previously related to expatriate cross-cultural adjustment, group effectiveness, and more recently, to organizational citizenship behaviors (OCB), which are voluntary extra-role workplace behaviors that lead to positive employee and organizational outcomes. This study mainly sought to theoretically expand the limited research on the relationship between CQ and OCB with some research questions. In a sample of 93 participants based in California, results found …

Connecting For Success: Evaluating The Frequency Of Check & Connect Meetings On Student Behavior, Kaylee S. Mckinney

Master's Theses

Dropout prevention efforts commonly address risk factors including chronic absenteeism, which continues to be a nationwide concern. Check & Connect is a student engagement intervention that aims to improve graduation rates and mitigate several risk factors of dropout. Previous research has failed to address if the frequency of Check & Connect meetings results in varied effectiveness of the intervention. The current study aims to evaluate the effects of modified frequency of Check & Connect meetings on academic engagement, term grade average, absences, and office discipline referrals through the use of a multiple baseline across participants design. Results revealed that students …

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. …

The Buzzard In The Abolitionist Sea; An Examination Of Maritime Suppression, Imperial Policy, And The Slave Trade Through The Royal Navy’S Hms Buzzard, 1830s-1840s, Sean Joaquim Coudray-Pereira

Master's Theses

Analysis of the Royal Navy through the microhistory of the HMS Buzzard following the abolition of the slave trade between 1807 and the 1840s by Great Britain offers insight into the moral ambiguities and complexities of the humanitarian mission. The historiography of the slave trade has primarily focused on the moral and economic ideology behind its abolition, pitting one against the other. Applying a micro-historic approach highlights the nuances of both arguments, and through the HMS Buzzard’s crew, captives, disease, voyages, and legal battles accentuates the blend of both argument approaches. The case study of its longevity through all six …

Seconds From Impact: Anticipatory Vehicular Crash Prediction Using Video Vision Transormers, Ryan P. Geisen

Master's Theses

Vehicular collisions represent a significant public health concern, necessitating re search into advanced emergency notification systems. While deep learning has shown promise in accident detection, a research gap persists in applying state-of-the-art transformer architectures to the task of anticipatory, real-time crash prediction from video. This thesis addresses this gap by developing and evaluating a Video Vision Transformer (ViViT) for the binary classification of imminent vehicular collisions. Utilizing a curated dataset of 1,493 unique collision sequences, this study systemati cally investigates the impact of temporal context by comparing the ViViT against a single-frame Vision Transformer (ViT) baseline and conducting comprehensive exper …

Returning To Simplicity In Early Daoist And Ancient Greek Thought, Abdulaziz Abdulrahman Alfailakawi

Master's Theses

Underlying both the voluntary simplicity and minimalist lifestyle movements is the sentiment that living a simple life leads to tranquility. Despite purported instances where tranquility is experienced through simple living (Hitz, 2020), one can identify instances where, despite living simply, one does not experience tranquility. If living simply is not sufficient for tranquility, what is? In this project I argue that “simplicity” is the inner condition necessary and sufficient to experiencing tranquility. While some argue that simplicity is a practical virtue (Compte-Sponville, 2001; Gambrel and Cafaro, 2010; and Martin, 2012), I argue that simplicity, what is linguistically defined as the …

Data-Driven Product Recommendations: A Decision Support Framework Utilizing Customer Reviews, Tyler A. Lopez

Master's Theses

With the considerable presence of e-commerce in society, vast number of purchasable goods, and increasing brand variety, consumers are faced with the challenge of buying products that they perceive to be of greatest value to them. To assist consumers with making better informed decisions, e-commerce websites allow individuals to post their own experiences and score the products that they purchase. Despite this information, the variety of experiences and feedback that consumers share do not always lead to clarity on whether a product is best suited for the purchaser. To help guide customers through a simplified purchasing process from the perspective …

The Chumash War Of 1824: Revolution And Counterrevolution In The California Missions Santa Inés, Santa Barbara, And La Purísima, Joseph V. Payne

Master's Theses

In 1824, the Indigenous Chumash of Missions Santa Inés, Santa Barbara, and La Purísima de Concepción went to war against the settler-colonial system that bonded them to the mission lands and forced labor regime demanded by the Spanish Franciscan missionaries and compelled by Mexican military force in Alta California. The conflict lasted months and included violent battles and skirmishes at all three missions, the militant occupation and reclamation of La Purísima, a mass exodus to the interior of the territory, and the subsequent counterrevolutionary collaboration of the Spanish missionaries and Mexican military to return many (but not all) of the …

Determinants Of Integration: Migration Difficulty, Mental Health, And Social Connections Among Eritrean Immigrants, Shewit Woldemichael

Master's Theses

This thesis explores how the experience of migration hardship affects integration outcomes of Eritrean migrants in the U.S. and the Netherlands. Using original survey data and the Immigration Policy Lab’s Integration Index (IPL-24), this paper investigated the intersection of economic, psychological, and social interactions that facilitate integration outcomes. This research finds that migration hardship doesn’t just make people’s lives more difficult; it breaks down the social ties and mental well-being that are essential for economic success measured by integration.

The Impact Of Teacher Training On Newcomer Integration, Erika Ibanez

Master's Theses

As global migration diversifies classrooms, teachers face growing responsibility to meet the academic, social, and emotional needs of students navigating new cultural and linguistic contexts. Therefore, this thesis examines how teacher training programs shape educators’ ability to support newcomer students in U.S. schools. Chapter One outlines the research problem and objectives, highlighting the need for inclusive teaching practices that promote newcomer integration. Chapter Two reviews literature on newcomer student integration, instructional strategies, and teacher professional development, framed by Culturally Sustaining Pedagogy. Chapter Three outlines the qualitative methodology, which involved semi-structured interviews with five K–12 teachers. Chapter Four presents key findings, …

Building Community As A Christian Value: Exploring How A Private Catholic High School Fosters A Sense Of Belonging, Ruth M. Gomez

Master's Theses

This qualitative study explores the experiences of students of color at a private, predominantly White, Catholic high school. It analyzes how race influences how students feel a sense of belonging. The study focused on the sense of belonging at St. Rose Preparatory, a pseudonym for a Catholic, coeducational, and prestigious school in an affluent city in the Bay Area. The research is guided by three questions: (a) How do the institutional practices in a Private Catholic school impact how students of color (Black, Indigenous, LatinX, Asian, Pacific Islander) experience a sense of belonging that sustains students of color culture? To …

Establishment Of Six Flags Over The Deconstruction Of Sandtown, John Ely

Master's Theses

Development, both private and public, has played a crucial role in the knowledge that historians can take from the land, but the desire to build quickly ultimately destroyed many sites before they were properly studied. The Chattahoochee River, along with almost all the other rivers and streams in the Southeast, supported not only survival but civilization. Unfortunately, almost the entire catalog of scholarly sources regarding these places was written by men of European descent, and these writers rarely discuss the details regarding the fate of the sites that were destroyed in the name of industry. Sandtown was an almost mythic …

Cartoon Kinship, Kelsey Bell Quinn

Master's Theses

Most people view cartoons as mindless entertainment exclusively for children. They dismiss the genre as if it only contains zany and overzealous characters who deal with simple, predictable challenges, easily resolved by the end of the episode. The negative attitude towards cartoons—or seemingly anything animated—undermines the importance of the lessons and the themes many shows do impart on their viewers, regardless of their age. Shows like Nickelodeon's Avatar: The Last Airbender cover a plethora of complex themes, but due to its status as an animated work, it has been disregarded as a show for children rather than being appreciated as …

The Prescribing Of Gender, A Scope On The Societal Ideologies Showcased Within Le Roman De Silence, Derrian Fernandez

Master's Theses

Culture is constantly evolving, its ideologies cementing themselves within our minds, shaping how we as a society guide ourselves through living in such. Social class, religion, gender, all are forms of identity that have a place, and a certain understanding and standing within our culture and society. Through this understanding of ourselves, we are defined, creating multiple forms of distinct expression to help differentiate our place further. A pope is expected to wear a certain attire just as a bride is expected to. The same ideology trickles down, creating demarcations of attire that subsequently ingrain themselves into our culture and …

Empowering Narratives Or Marketing Strategy? Nigerian Audience Reactions To Femvertising In The “Joy Soap ‘My Life, My Script’ Campaign”, Oare Danielle Addeh

Master's Theses

Guided by Feminist Theory, this thesis examines how audience responses to Joy Soap’s ‘My Life, My Script’ campaign reflect, reinforce, or resist dominant gender norms in Nigerian society. Positioned as a form of femvertising, the campaign aims to challenge traditional expectations placed on women and promote narratives of empowerment. However, audience reactions reveal a complex negotiation of cultural values, personal experiences, and shifting gender ideologies.

This study uses Critical Discourse Analysis to examine purposively sampled comments from the campaign’s Instagram comment section, focusing on four selected episodes. The analysis identifies discursive patterns that reveal key themes, including the reinforcement and …

The Association Of Interoception, Emotion, And Reasoning In Social Conflict And Moral Decision Making, Jackson Thomas Hassler

Master's Theses

No abstract provided.

Coding The Greek New Testament In The Text-Fabric Open Source Environment, Saulo De Oliveira Cantanhêde

Master's Theses

Problem

Over the centuries, the Bible has been reproduced in various forms, from scrolls to codex, handwritten codex to printed books, and, more recently, the digital Bible. However, proprietary software tools lack in providing a more rigorous approach to advanced research in data-driven linguistic and exegetical studies.

Method

I report the final implementation of a data conversion project to convert an existing open source Nestle 1904 Greek New Testament encoded in XML format through Text-Fabric software (N1904-TF). The data was converted using Python packages and made available in a GitHub repository for programmers and non-programmers. Also, I developed over 60 …

Ml Model To Better Identify Instances Of Bullying Faced By Members Of The Lgbtq+ Community, Arslan Bisharat

Master's Theses

Cyberbullying poses a significant threat to online communities, with the LGBTQ+ community facing disproportionately higher rates of harassment. While existing cyberbullying detection systems have made progress in identifying general instances of online harassment, they often fail to capture the nuanced and context-dependent nature of LGBTQ+-targeted bullying. This thesis presents a novel approach to this challenge by developing SpectrumNet, an LGBTQ+-centric transformer-based model for cyberbullying detection. Our research was conducted in two phases. In Phase 1, we evaluated the effectiveness of pre-trained transformer models (RoBERTa, BERT, and GPT-2) in identifying LGBTQ+-related cyberbullying. Building on these findings, Phase 2 introduced SpectrumNet which …

Connecting Through Screens: A Case Study On Student Engagement In Online Esol Classes In The Post Pandemic Era, Meral Kacar

Master's Theses

The sudden shift to emergency online education during the global pandemic affected various academic fields, including English language teaching. While many schools faced challenges, some successfully implemented online educational programs. Despite the large impact of the global pandemic on education, there is limited research that examines the effectiveness of online ESOL programs with a focus on the key factors that contribute to student engagement. This thesis explores the factors contributing to effective online ESOL instruction, focusing on fostering engagement and improving teaching practices in the post-pandemic era. The study for this thesis employs an instrumental case study methodology, focusing on …

Reframing And Reclaiming Poetry In The Esl Classroom, Rebecca C. Eagleson

Master's Theses

The debate over using poetry as an authentic text in the ESOL classroom has persisted for nearly a century. However, emerging research from an EFL context suggests that reconsidering poetry in the ESL classroom may be timely. This literature review examines the origins of the controversy by highlighting the intersections of linguistics and literary criticism and how they shaped current ESOL approaches to poetry. It then outlines the standard points and counterpoints of the ESOL controversy over poetry. Finally, it evaluates recent case studies and methodological reviews from EFL contexts that have reignited new interest and research into utilizing poetry …

I Belong Here: How Culturally Responsive Learning Builds Community And Acceptance In The Dance Classroom Of A Public School System, Britteny Dorothy Hyslip

Master's Theses

The purpose of this study was to gauge the impact of culturally responsive educational practices on a public school dance class through evaluations of students taking part in the class. This study aimed to see how a dance course written with culturally responsive learning practices positively impacts public school students from a behavioral and social-emotional aspect. Two essential questions were used in this thesis study.

Q1 Why is the diversity of dance important in a diverse school district?

Q2 How can the Massachusetts Department of Elementary and Secondary Education scale for culturally responsive learning be reframed for performing arts education …

Dynamic Knowledge Elicitation: Leveraging Student Feedback For Improved Language Model Distillation, Reuven Muller

Master's Theses

Large Language Models (LLMs) have significantly advanced the field of natural language processing but remain resource-intensive and impractical for many organizations. Specialist models offer a viable alternative, often developed through Knowledge Distillation (KD) techniques. However, traditional KD methods rely on predefined static datasets to elicit knowledge from the teacher model, failing to dynamically address the weaknesses of the student model during training. This research introduces two novel methods for adaptive knowledge elicitation: Feedback-Driven Question Generation and Agent-Based Targeted Question Generation. These methods iteratively expand the training dataset based on the student model’s performance, leveraging a teacher model to generate targeted …