Digital Commons Network^™

Survey Of Building Information Modeling For Infrastructure (Bim4i), Maria Calahorra-Jimenez, Nigel Blampied, Elhami Nasr, Tariq Shehab

Mineta Transportation Institute

The rapid development of information technologies is transforming how data and information are produced, shared, exchanged, and managed. This transformation is accelerating in state departments of transportation (DOTs) across the country due to the pressing need for efficient means of delivering transportation projects and an enhanced need for internal and external collaboration. A key driver for this transformation is the implementation of Building Information Modeling for Infrastructures (BIM4I). The primary objective of this research was to develop actionable recommendations for DOTs to facilitate the effective adoption of BIM4I, based on national and international lessons learned and best practices. A four-step …

Understanding Mobility-Related Challenges For Aapi Older Adults: A Preliminary Study In Southern California, Yongping Zhang, Priscila Salgado Inzunza, Carol Kachadoorian, Wen Cheng, Calvin Wong

Mineta Transportation Institute

The Federal Highway Administration (FHWA) and state Departments of Transportation (DOTs) Nationwide, the Asian American Pacific Islander (AAPI) community is projected to constitute 11 percent of people 65 years and older in the United States by 2050 (He et al., 2005). The challenges limiting the transportation and mobility of AAPI older adults include, but are not limited to, language barriers, cultural barriers, anti-Asian hate, accessibility to public transit, traffic safety and public security concerns, and changes to mobility due to the COVID-19 pandemic. This project conducted an extensive literature review and a preliminary multi-language survey in Southern California to better …

Science, Physiology, And Nutrition For The Nonscientist, Judi S. Morrill

Open Educational Resources

A wonderful blend of physiology, nutrition, biochemistry, genetics, biology, evolution, chemistry--what we all need to know as informed citizens. A basic knowledge of the life sciences and how our bodies work--to promote our own good health, especially as we're bombarded with misleading advertisements, soundbites, and the like. DNA fingerprinting, calorie requirements, dietary advice, genetic engineering (including gene editing with CRISPR cas9)--all in an easy-to understand book.

Archeota, Fall/Winter 2024, Sarah Miller, Kaitlyn O'Dell, Erica Leff, Peyton Walters, Joshua Insel

Archeota

Archeota is a platform for SJSU iSchool students to contribute to the archival conversation. It is written BY students, FOR students. It provides substantive content on archival concerns and issues and promotes professional development in the field of archival studies. Archeota upholds the core values of the archival profession.

Contents

A Tale of Two Film Archives: History and Impact of the British Film Institute and the Cinémathèque Française by Sarah Miller

Enhancing Archival Access with Sustainability: Insights from a Library Scholar Internship at Cal Poly Humboldt by Kaitlyn R. O’Dell

Farewell to Our Winter 2024 Graduate: Interviews with SAA Student …

The Role Of Advocacy And Occupational Justice In Increasing The Accessibility Of Parks For Parents With Disabilities, Nathan Burke-Tan

Doctoral Projects

The purpose of this doctoral capstone project was to address ongoing accessibility barriers experienced by adults with disabilities, particularly those in caregiving roles, in public parks and playgrounds in the greater San Diego region. Although many parks meet the minimum requirements of the Americans with Disabilities Act (1990), research shows that caregivers with disabilities continue to encounter obstacles that limit safe, meaningful participation in community spaces (Dalpra, 2022; Fernelius, 2017; Firkin et al., 2024; Movahed et al., 2023; Ogletree et al., 2020; Prellwitz & Skar, 2007). These persistent gaps indicate a need for stronger advocacy and clearer public awareness of …

Grounded In Experience: A Collaborative Approach To Resource Development For Adults With Ehlers-Danlos Syndrome, Morgan Kam

Doctoral Projects

Background: Ehlers-Danlos syndrome (EDS) is a complex connective tissue disorder that significantly affects daily occupations, participation, and quality of life, yet early support for individuals pursuing or newly receiving a diagnosis remains limited. Occupational therapy (OT) is uniquely positioned to address these challenges through interventions that promote self-management and functional engagement.

Purpose: This project aimed to develop an experience- and evidence-informed educational resource for individuals undergoing or newly receiving an EDS diagnosis, while increasing awareness of OT’s role in managing this chronic, multisystemic condition.

Methods: A mixed-methods approach integrated qualitative insights from interviews, online support groups, and practitioner feedback. A …

Family-Level Impacts Of Equine-Assisted Occupational Therapy For Children With Disabilities: An Exploratory Mixed-Methods Pilot Study, Emily Canigiula

Doctoral Projects

Equine-assisted occupational therapy (EAOT) has been shown to enhance functional, social, and quality-of-life outcomes for children with disabilities (McDaniel Peters & Wood, 2017; Prieto et al., 2022). While child-focused outcomes are well documented, significantly less is known about how EAOT participation may influence caregivers and the broader family unit, as existing research largely prioritizes individual outcomes over family experiences (Peters et al., 2017; Tan & Simmonds, 2018; Trzmiel et al., 2019; Xiao et al., 2023). Emerging qualitative studies suggest potential family-level impacts including family engagement, reduced parental stress, and enhanced feelings of pride, empowerment, and connection (Kalmback et al., 2020; …

Bridging Gaps With Occupational Therapy: The Unique Role Of Occupational Therapy In Women’S Day Shelters, Alex Sato

Doctoral Projects

Homelessness is a multifaceted, complex issue that we face as a society. Mainstream services provided to homeless or vulnerable populations tend to focus on housing and basic services. While these are essential and meaningful, literature suggests there is a lack in trauma and self-care support (Marzana et al., 2023; Milaney et al., 2020). Looking through an Occupational Therapy (OT) lens, there are a multitude of ways the profession can provide holistic care. Current OT service provision within this population most commonly focuses on obtaining and maintaining housing and addressing the survival occupations these individuals may be engaging in (Cunningham & …

Applying Occupational Empowerment Principles In A Life Skills Program For Unhoused Transitional-Aged Youth: Feasibility And Early Outcomes, Eriza Navarro

Doctoral Projects

The purpose of this occupational therapy doctoral capstone project was to address a gap in community-based services for unhoused transitional-aged youth (TAY) by promoting life skill acquisition and supporting participation in meaningful activities in order to enhance self-efficacy. This project aimed to design, implement, and evaluate a structured occupation-based life skills program that builds upon existing services at a local drop-in center. The program incorporated life skill education and activity-based, experiential interventions tailored to meet the needs and learning styles of the population. Methods included conducting a needs assessment, developing the program curriculum, and piloting the 6-week program consisting of …

Promoting Participation And Self-Efficacy Among Youth With Disabilities In Community-Based Vocational Education, Allison Hollender

Doctoral Projects

Occupational therapy, with its focus on participation, contextual adaptation, and strength-based practice, is uniquely suited to support the growth and inclusion of youth in transition (Angell et al., 2018; Cahill et al., 2020; Carroll et al., 2025). Research indicates that transitional-aged youth (TAY) with disabilities, ages 14-24, are less likely to graduate from high school, pursue postsecondary education, or live independently (BLS, 2024; Cheng & Shaewitz, 2022; Cook et al., 2015). These disparities are compounded by occupational deprivation, or limited opportunities for meaningful participation, which can negatively impact long-term self-efficacy and belonging (Arbesman & Logsdon, 2011; Cahill et al., 2020). …

From Silos To Synergies: How To Enhance Interdisciplinary Collaboration Among Graduate Students, Jennifer Jimenez

Doctoral Projects

Interprofessional education (IPE) is essential for preparing collaborative healthcare practitioners, yet opportunities at San José State University (SJSU) have been limited, inconsistent, and largely dependent on individual faculty initiative. This capstone project aimed to strengthen IPE at SJSU by assessing institutional capacity and developing feasible, sustainable strategies to enhance exposure and participation across health-related programs. Guided by the Person–Environment–Occupation–Performance (PEOP) model and adult learning theory, the project combined a needs assessment, literature review, and partnership with the Healthy Development Community Clinic (HDCC) to create an instructor implementation guide and student introductory modules for HDCC service-learning onboarding. An IRB-approved mixed-methods faculty …

A Guide To Falls In A Skilled Nursing Facility, Sarah Ghione

Doctoral Projects

Approximately one in four older adults experiences a fall each year in the United States (Centers for Disease Control and Prevention [CDC], 2024b; Kakara et al., 2023). Among those residing in nursing homes for either short-term rehabilitation or long-term care, the risk of falls is doubled (Acker & Janssen, 2017; Shao et al., 2023). The purpose of this doctoral capstone project was to develop an educational resource aimed at enhancing staff education and fall prevention efforts within a single nursing home, supporting the facility’s goal of reducing fall rates. Methods included a needs assessment, observational experiences, resource development, and the …

Visionmate: Ai-Powered Image Captioning Web Application, Sai Anoushka Kokku

Master's Projects

VisionMate is a web application that generates captions for camera-captured images. It is designed
to assist users with visual impairments by converting visual input into spoken and written text. The
application uses the GIT-base model from Hugging Face, which processes the image and returns a
descriptive caption. Users can take a picture using the device camera—either via webcam on
desktop or the native camera interface on mobile. The app provides audio output using the
SpeechSynthesis API and uses full-screen tap interaction to simplify accessibility.

The frontend is implemented in React.js, and the backend is built with FastAPI. The backend calls …

Proxy Cap - La Lua Protector, Swift Sheng

Master's Projects

Inspired by the object capability model and sandbox, this project, Proxy Cap, introduces a new Lua access control model that improves the language’s security without sacrificing usability. Object capability is an unconventional but powerful security model. The security model closely observes the principle of least authority. Ambient authority, the omnipresent global environment, does not exist in the object capability computation world, and no resource is accessible unless explicitly assigned. Only connectivity begets connectivity. Lua is an extensible and high-performing scripting language based on ANSI C. The language is popular in many fields but faces security challenges. Lua has a non-traditional …

Moving Target Defense With Quantized Morphence: Defense Quantification Against Common Adversaries In Image And Time Series Problems, Rithika Dhamala

Master's Projects

In recent years, the vulnerability of deep learning models to adversarial attacks has emerged as a serious threat, particularly in domains where reliability and robustness are critical. This project builds upon the Morphence framework, a Moving Target Defense (MTD) strategy designed to counter adversarial threats by maintaining a dynamic pool of models and introducing randomness at inference time. While Morphence was originally developed for image classification tasks, this work not only reproduces the original architecture using MNIST and CIFAR-10 datasets but also extends the core principles to an entirely new domain: time series forecasting. The project proposes a unified defense …

Energy Considerations For Large Pre-Trained Neural Networks, Leo Mei

Master's Projects

In recent years, neural network models have achieved phenomenal performance due to the increasing parameters and complexity of model architectures. However, these advancements come with high environmental costs as they require massive computational resources and consume substantial amounts of electricity, leading to high carbon emissions. Previous studies have demonstrated that substantial redundancies exist in large pre-trained models, and reducing these redundancies through compression would not compromise model performance. While these studies focused on retaining comparable model performance, the direct impact of compression on energy consumption when training models appears to have received little attention. By quantifying the energy usage associated …

Multimodal Deception Detection Via Audio-Text Fusion With Deep Learning And Asr, Xiangyi Li

Master's Projects

Emotion detection plays a crucial role in human-computer interaction, enabling machines to recognize and respond appropriately to human emotional states. This project explores a two-stage approach to emotion detection using multimodal data, first predicting dimensional values (Arousal, Valence, Dominance) from textual and audio inputs, then mapping these representations to discrete emotion categories. We compare this approach with direct categorical classification using transformer-based language models like BERT, RoBERTa, and DeBERTa for text processing, alongside various audio feature extraction methods, including MFCCs and spectrograms. Using the IEMOCAP dataset, we evaluate both approaches across text-only, audio-only, and multimodal configurations. Our findings reveal that …

Dynamic Pricing For Revenue Maximization In 5g Networks With Elastic Network Slicing And Reinforcement Learning, Naisheel Shah

Master's Projects

Network slicing is a concept that enables a diverse array of network applications with lots of unique service requirements. For the scope of this research, we delve into elastic network slicing, which has a potential benefit for both the providers and users through cost-effective resource utilization. Dynamic pricing of these slice resources is a method for operators to realize the balance of different types of network slices by implicitly communicating the current network state to slice users. We have designed a custom pricing scheme using Deep Reinforcement Learning for elastic network slices that maximizes the revenue of slice providers while …

Link Failure Localization In Hierarchical, Multidomain Optical Networks, Martin Mihailov Bojinov

Master's Projects

Optical networks transport data encoded on light signals over optical fiber cables. Individual optical networks are managed by domain administrators, such as service providers, vendors, or regional bodies. Multidomain optical networking explores the possibility of enabling seamless data transmission across domain boundaries. In this project, we explore how we can perform network monitoring in a hierarchical multidomain optical network while preserving domain security and autonomy. This is done by allocating dedicated monitoring trails across various broker abstractions of our network topologies. We propose three heuristic functions that expedite trail selection. Of the three heuristics, our least monitored algorithm performs the …

Transforming Chatbot Text: A Sequence-To-Sequence Approach To Human-Like Text Generation, Natesh Reddy

Master's Projects

With the advancements in Large Language Models (LLMs) such as ChatGPT, the boundary between text written by a human and that created by AI has become blurred. This poses a threat to systems designed to detect AI-generated content. In this work, we adopt a novel strategy to adversarially transform GPT-generated text using sequence-to-sequence (Seq2Seq) models, to make the text more human-like. We concentrate on improving GPT-generated sentences by including significant linguistic, structural, and semantic components that are typical of human-authored text. The goal is to then use this transformed data to train a more robust detection model. Our experiments show …

Bridging Sql Mastery And Career Confidence For Undergraduate Students Through Simulated Job Interviews, Dailin Zheng, Yu Chen, Leslie J. Albert

Faculty Research, Scholarly, and Creative Activity

Employers increasingly prioritize candidates who can solve real-world Structured Query Language (SQL) problems, particularly during technical interviews. However, many undergraduate students feel underprepared for these interviews because they have not engaged in the deep learning needed to apply SQL concepts confidently. Additionally, students often fail to recognize the career relevance of SQL skills. This Teaching Tip introduces an immersive SQL lesson designed to bridge the gap between conceptual learning and practical application. The lesson includes a mock SQL technical interview, where students apply their knowledge to solve real-world business problems, class discussions on SQL-related careers, and a post-interview debrief to …

Second Thoughts? Czerny, Beethoven, And The Ninth Symphony’S Choral Finale, Mark Evan Bonds

The Beethoven Journal

Sometime after the premiere of the Ninth Symphony, according to Carl Czerny, Beethoven told a small circle of friends that he had made a “wrong choice” in writing a choral finale, that he was resolved to write a purely instrumental finale in its place, and that he already had an idea in his head for the new finale. Czerny never committed this report to writing, but he did transmit it orally to three others who did: Leopold von Sonnleithner, Otto Jahn, and Gustav Nottebohm. Anton Schindler would later deny the report, but the available evidence strongly supports the veracity of …

Fences On The Epistemological Prairie: A Settler Colonial Approach To “Religion And Science”, Lisa L. Stenmark

Faculty Research, Scholarly, and Creative Activity

Building on the idea of religion and science as conceptual maps of intellectual territory, I use a settler colonial analysis as a framework for thinking about decolonizing religion and science in a way that moves away from abstraction and towards action; addressing not just the ideas, but the tools of control—the fences—that impose ideas on the territory itself. Comparing the Wyoming prairie with the epistemological prairie, I describe the maps, fences and other tools and technologies of settler colonialism used to appropriate Indigenous Land and knowledge, eventually turning it into private property. It is in this last step—the creation of …

Working With Similarities And Differences: Relational Processes In Transdisciplinary Qualitative Research With Diverse Teams, Michael S. Dao, Soma De Bourbon, Melissa Mcclure Fuller, Miranda Worthen

Faculty Research, Scholarly, and Creative Activity

Transdisciplinary research and research teams are becoming increasingly valued in academic spaces. The potential of transdisciplinary research is that the diversity of thought and experience can create robust research processes from project inception, methodological protocol, data collection, data analysis and reporting output. Yet, transdisciplinary research teams can also bring about complications pertaining to conflicting epistemological perspectives, areas of expertise, and objectives for applied impact. In noting the benefits and downsides of transdisciplinary research, this article aims to detail how a transdisciplinary research team navigated a qualitative and participatory longitudinal research project. Drawing from a larger community-based participatory research project, the …

“I Bet Being Trans In The Netherlands Is Like Living In The Future”: Could The Netherlands Serve As An Imperfect “Gold Standard” Comparator For Transgender Youth Research In The United States?, Anna I.R. Van Der Miesen, Sharanya Rao, Abigail L. Fischbach, Alex C. Bakker, Marjolein Van Den Brink, Renata A. Sanders, Caitlin Ryan, Stephen M. Rosenthal, Joep Roeffen, Asaf Orr Esq, Heather Newby, Kathie Moehlig, Richard Mocarski, Kim Horsnell, Thijs De Greeff, Annelou L.C. De Vries, Aisa Burgwal, Owen Wilson, Annika Kooke

Faculty Research, Scholarly, and Creative Activity

Background: In available comparative studies, Dutch transgender youth have consistently shown better psychosocial well-being compared to those in other countries. Therefore, the Netherlands (N.L.) could be considered a gold-standard—though imperfect—comparator for transgender youth research. The United States (U.S.) is heterogeneous in its policies and practices impacting transgender youth, and policies are in flux. This study examines similarities and differences between U.S. and Dutch policies, practices, and contexts relevant to the well-being of transgender adolescents. Methods: A three-stage Delphi procedure was conducted with expert panels in the N.L. and U.S. Results: This process identified candidate mechanisms driving differences in outcomes for …

Study Finds Pelvic Floor Dysfunction In Women With Multiple Sclerosis Is An Unmet Need Requiring Nursing Action, Nicole Zhang

Faculty Research, Scholarly, and Creative Activity

No abstract provided.

A Unifying Double-Reference Approach To Semantic Paradoxes: From The White-Horse-Not-Horse Paradox And The Ultimate-Unspeakable Paradox To The Liar Paradox In View Of The Principle Of Noncontradiction, Bo Mou

Faculty Research, Scholarly, and Creative Activity

The purpose of this study is to suggest and explain an engaging approach to three distinct types of (alleged or genuine) semantic paradoxes, the White-Horse-Not-Horse Paradox, the Ultimate-Unspeakable Paradox, and the Liar Paradox, in a unifying way that is sensitive to distinct features of them. Although the three types of semantic paradoxes address distinct types of objects, and although their seemingly paradoxical features are different (alleged or genuine), their distinct structures and contents can be understood and treated on the same common ground, which is jointly conceived in people's pretheoretic understandings of truth and of the double-reference feature of people's …

Resilience Practices In Health Science And Medical Libraries During The Early Stages Of The Covid-19 Pandemic, Justin F. Gaynor

Faculty Research, Scholarly, and Creative Activity

This paper uses the concept of resilience engineering as an organizing principle to discuss best practices that evolved within health science/medical libraries in the United States during COVID-19 crisis, focusing on the period March–August 2020. Protection of library staff, assistance to medical staff, reducing the circulation of misinformation and public health consumerism all required substantial changes to standard processes. These process changes had to arise in the context of both physical isolation and information overload. Some practices became widespread due to their utility, and these are the focus of this report.

Young Audience And Vod Platforms Of Linear Television. Perceptions About Playz, Mtmad And Flooxer, Belén Moreno Albarracín, Tania Blanco Sánchez

Faculty Research, Scholarly, and Creative Activity

Introduction: The new audiovisual paradigm, marked by flexible consumption, a wide catalog and a participatory audience, increases the interest of linear television in connecting with young people. To that end, the channels manage specialized content platforms. This research aims to analyze Mtmad, Playz and Flooxer, and the perceptions about them. The specific objectives are to examine the catalogs; evaluate identification with management chains; analyze youth-content identification and study their consumption habits. Methodology: A content analysis based on web structures and catalogs is proposed; and a survey of 160 young people about their knowledge, identification and consumption patterns. Results: Mtmad leads …

Health Care Professionals’ Perspectives On Technology Use In Urinary Care: Cross-Sectional Survey-Based Study, Nicole Zhang, Ni Zhang, Yun Wang, Rachel Wong, Kaylin Ma

Faculty Research, Scholarly, and Creative Activity

Background: Urinary issues pose a significant burden on health care systems, necessitating innovative solutions to enhance patient care and alleviate the provider burden. Objective: The objective of this study was to explore health care professionals’ perceptions of urinary issues and assess their acceptance and readiness to adopt wearable and remote technologies for managing these conditions. The study aimed to identify the attributes and barriers influencing technology integration in clinical practice, using established theoretical frameworks, such as the Health Belief Model (HBM) and the Technology Acceptance Model (TAM). Methods: A cross-sectional survey-based study was conducted. A structured survey questionnaire was administered …