Digital Commons Network^™

Volume 13, Number 1, 2023, Volume 13, Number 1, 2023

Perspectives in the Arts and Humanities Asia

No abstract provided.

Fraud Detection And Explanation In Medical Claims Using Gnn Architectures, Reem Muhammad, Dina Tbaishat, Amril Nazir, Seif Yacoub, Mustafa Abdulrazek, Mohamed Ahmed Abo El-Enen, Ahmed T. Sahlol

All Works

This paper addresses the critical challenge of fraud detection in medical insurance claims-a pervasive issue causing significant financial losses in healthcare-using Graph Neural Networks (GNNs). Given the intricate nature of healthcare data, traditional fraud detection methods do not inherently capture the complex relationships and patterns among different entities. We explore the potential of GNNs to effectively identify fraudulent claims by modeling the interactions among various entities-such as patients, healthcare providers, diagnoses, and services-as a heterogeneous graph. We employ two state-of-the-art heterogeneous GNN architectures, HINormer (Heterogeneous Information Network Transformer) and HybridGNN, along with a modified homogeneous GNN, RE-GraphSAGE (GraphSAGE Graph Sample …

Tributes, Nikki B. Carsi Cruz

Perspectives in the Arts and Humanities Asia

No abstract provided.

Ilang Retrospektibo At Pagpapalawig Sa Kaisipang Reyes Hinggil Sa Aralín At Pagtuturo Ng Kulturang Popular Ngayon, Louie Jon A. Sánchez

Perspectives in the Arts and Humanities Asia

Layon ng sanaysay na ito na maghain ng retrospektibo o, wika nga ni Soledad S. Reyes, “balik-tanaw” sa dalawa niyang sanaysay na matatagpuang pampinid sa Pagbasa ng Panitikan at Kulturang Popular: Piling Sanaysay, 1976–1996 (1997) at sa pinatnugutan niyang teksbuk na Katha (1992) para sa Pamantasang Ateneo de Manila noong dekada 1990. Ang mga ito ay mahalagang pagtatala at pagninilay ng pangunahing iskolar ng kulturang popular sa Filipinas hinggil sa kaniyang mga kaisipan sa aralín at pagtuturo ng kulturang popular. Sa mga akda ring nabanggit, pinahahalagahan niya ang animasyon ng saliksik hinggil sa kulturang popular sa pedagohiya o pagkasangkapan sa …

Examining Predictors Of Mindfulness-Based Stress Reduction Participation Among Breast Cancer Patients: Insights From The Theory Of Planned Behavior, Maxine Rose Duncan, Maxine Rose Duncan

Journal of Social, Behavioral, and Health Sciences

The current study explored the factors influencing female breast cancer patients’ intentions to attend mindfulness-based stress reduction (MBSR) programs in Texas, utilizing the Theory of Planned Behavior (TPB) as the guiding framework. MBSR is a widely recognized stress management intervention shown to improve psychological well-being, yet its adoption among this population remains limited. The current study specifically examined the relationships between attitudes, subjective norms, and perceived behavioral control in predicting intentions to participate. A quantitative, cross-sectional survey design was employed, with 60 participants recruited via social media and support groups (see Appendix A). Data were collected using a validated TPB-based …

Exploring The Experiences Of Bahamian Men Diagnosed With Hypertension And Medication Adherence, Bianca Edwards

Walden Dissertations and Doctoral Studies

Hypertension (HTN) is associated with significant health complications, including stroke, myocardial infarction, heart failure, and kidney disease. Despite advances in the treatment and management of HTN, a lack of medication adherence contributes to the persistence of HTN-related morbidity and mortality affecting men in The Bahamas. The purpose of this qualitative descriptive phenomenological study, guided by Pender’s health promotion model and Bandura’s social cognitive theory, was to explore the lived experiences of Bahamian men diagnosed with hypertension regarding their adherence to prescribed medications. Using Giorgi’s descriptive phenomenological method, in-depth, semistructured interviews were conducted with 11 participants. Data were analyzed through repeated …

The Impact Of Machine Learning Security Models On Cloud Data Security, Ali Sanad

Walden Dissertations and Doctoral Studies

Abstract Many information technology (IT) leaders face challenges in adopting machine learning (ML) models for cloud infrastructure, despite their potential to enhance data security. The extent to which IT leaders’ perceived security (PeS) and perceived privacy (PeP) influence their intent to adopt ML security models is critical for organizational success. Grounded in the technology acceptance model, the purpose of this quantitative correlational study was to examine the relationship between IT leaders’ PeS and PeP and their intent to adopt ML security models in cloud-based applications. Data were collected from 106 IT professionals in Chicago using a validated instrument. Results from …

Indigenous Invisibility: Gaps In Education About Indigenous Peoples Among Environmental Decision-Makers, Brittany D. Hunt, Ryan E. Emanuel, David E. Wilkins, Shelly H. Wilkins

Jepson School of Leadership Studies articles, book chapters and other publications

Millions of Indigenous people belong to hundreds of Tribal nations and self-determined communities throughout the United States. Many of these groups continue to steward lands and waters that have shaped their distinct cultural and political identities since time immemorial. Increasingly, environmental professionals acknowledge the need to respect, understand, and defer to Indigenous knowledge about Earth's stewardship, but substantial barriers prevent full realization of these goals. One deep-seated barrier is a widespread deficiency in basic education about Indigenous peoples. Education on Indigenous peoples in schools is often fraught with two problems: erasure and stereotypes. Thus, students who pursue environmental careers often …

Fpga-Based Takagi-Sugeno Fuzzy Controller For Quadrotor Uav Stabilization And Trajectory Tracking, Hocine Khati, Mohamed Amine Nehmar, Arezki Fekik, Mohand Achour Touat, Hand Talem, Rabah Mellah

Turkish Journal of Electrical Engineering and Computer Sciences

This study presents the implementation of a fuzzy logic–based control system on a field-programmable gate array (FPGA) for a quadrotor autonomous aerial vehicle (UAV). The objective is to design and integrate six Takagi–Sugeno fuzzy controllers to regulate roll, pitch, and yaw angles, along with longitudinal, latitudinal, and altitude movements, thereby stabilizing the UAV and enabling it to follow a desired trajectory. Due to the computational complexity of the six controllers, achieving the desired performance requires considerable processing time, which can adversely affect the quadrotor’s mission. Owing to their high processing power and operating frequency, FPGAs enable the control algorithm to …

The Link November 25, 2025, Access To Justice Institute

The Link Newsletter

No abstract provided.

Dating In The Digital Age: The Effects Of Parental Rejection, Rejection Sensitivity, And Self-Esteem Among Gender-Diverse Gen Z, Crystal Currie

Walden Dissertations and Doctoral Studies

Gen Z, the first digital-native cohort, faces unique challenges in forming romantic relationships, including heightened dating anxiety. While there is extensive research with previous generations on dating anxiety, self-esteem, and early rejection, no study has examined parental rejection, self-esteem, and dating anxiety collectively, particularly in consideration of gender diverse individuals and digital dating platform use. The purpose of this correlational study was to examine (a) predictors of dating anxiety and (b) whether parental rejection during childhood and rejection sensitivity influenced dating anxiety, as well as the role of self-esteem in mediating those predictor variables. The conceptual framework was the interpersonal …

Connectedness Of Uncertainty, Volatility, And Stock Market Performance, Szczepan Urjasz

Journal of Banking and Financial Economics

This study examines the dynamic connectedness and spillover effects among various financial and economic indicators, including uncertainty indices, market volatility, and stock market indices, from 3 June 2008, to 30 December 2024. This interconnectedness implies that shocks originating in one market or asset class can rapidly transmit to others, underscoring the potential for systemic risk and financial contagion. The US emerges as a significant net transmitter of influence within the global financial system, with the VIX playing a crucial role in influencing global financial conditions. Major European equity markets also transmit influence, while the Geopolitical Risk Index (GRI) and the …

Research And Innovation Update, November 25, 2025, Office Of The Vice President For Research And Innovation

Office of Research, Economic Engagement and Outreach

No abstract provided.

Spartan Daily, November 25, 2025, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2025

Volume 165, Issue 39

Identification Of Novel Tat-I24-Related Peptides With Antiviral Activities, Hanna Harant, Siegfried Hofinger, Reingard Grabherr, Zsolt Ruzsics, Hartmut Hengel

Michigan Tech Publications

To identify novel peptides with potential antiviral activities, a database search was performed based on the primary sequence of the peptide I24 (CLAFYACFC), the effective part of the antiviral peptide TAT-I24 consisting of peptide I24 and the cell penetrating TAT-peptide (amino-acids 48–60, GRKKRRQRRRPPQ). A Protein BLAST search identified several sequences with high similarity to I24 in diverse proteins, some of which are known to be involved in the interaction with nucleic acids. Selected sequences and newly designed variants of I24 were synthesized as TAT fusion peptides and tested for antiviral activity in two well-established models: baculovirus transduction of HEK293 cells …

Ecotoxicological Assessment Of A Sunscreen-Derived Pollutant, Benzophenone-2, On Freshwater Fish (Labeo Rohita), Mina Jamil, Sajid Abdullah, Maham Riaz, Sana Aziz

Turkish Journal of Zoology

Ultraviolet filters (UVFs) are constituents of skincare products that protect skin against UV ray damage, such as suntan, sunburn, and skin tumors. Due to their ability to biotransform, UVFs are considered emerging pollutants. Benzophenone-2 (BP-2), with a yellowish crystalline appearance, is one of the widely used UVFs in skincare products. It enters the aquatic environment by washing off the skin during swimming and recreational activities and becomes hazardous to aquatic life due to its lipophilicity and bioaccumulative potential. This study was designed to evaluate the acute and chronic toxicity of BP-2 for the freshwater fish Labeo rohita. For acute toxicity, …

Digital Beginnings: Exploring The Impact Of Screen Exposure On Internalizing Behaviors During Toddlerhood, Nicole Sotolongo

Electronic Theses and Dissertations 2020 - Present

The present study examines the relationship between screen exposure behaviors and toddler internalizing behaviors, with sleep behaviors being observed as a moderator. The study emphasizes the need for continued research to adapt to the ever-changing nature of the daily use of screens during toddlerhood and early childhood. Fifty-seven mothers of two-year-old children participated in one-on-one parent-report only, interviewer-based quantitative interviews discussing their child’s internalizing and sleep behaviors. Participants were also asked to fill out a questionnaire about their child’s screen exposure behaviors. It was hypothesized that (1) higher levels of screen exposure behaviors will result in increased internalizing behaviors, (2) …

Re: Conditional Approval Letter For The Final Butte Mine Waste Repository Geotechnical Investigation Work Plan (Dated November 14, 2025), Emma Rott

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

The Double-Edged Sword: Polarized Stakeholder Engagement With Corporate Sociopolitical Activism And Its Downstream Effects On Brand Performance, Mithila Guha, Daniel Korschun, Trina Larsen Andras

Faculty Research, Scholarly, and Creative Activity

This study explores how stakeholder reactions to corporate sociopolitical activism (CSA) on ‘X’ influence brand engagement and stock performance. Our research shifts focus from corporate messaging to stakeholder-driven conversations, demonstrating that CSA’s impact extends beyond brand statements and is shaped by public discourse. We analyze both direct replies to brand-authored CSA posts and organic user-initiated discussions, where consumers engage brands using hashtags and mentions. Using data from the 2022 humanitarian crisis in Ukraine, we examine 41,358 targeted user posts referencing 159 publicly traded brands’ CSA engagement. Sentiment analysis and topic modeling of 1,322 brand tweets, 39,578 replies, and stock data …

Turning Patients' Open-Ended Narratives Of Chronic Pain Into Quantitative Measures: Natural Language Processing Study, Raquel Norel, Jennifer Gewandter, Zhengwu Zhang, Anika Tahsin, Chadi G Abdallah, John Markman, Zhiyao Duan, Guillermo Cecchi, Paul Geha

Faculty, Staff and Students Publications

Background: Subjective report of pain remains the gold standard for assessing symptoms in patients with chronic pain and their response to analgesics. This subjectivity underscores the importance of understanding patients' personal narratives, as they offer an accurate representation of the illness experience.

Objective: In this pilot study involving 20 patients with chronic low back pain (CLBP), we applied emerging tools from natural language processing (NLP) to derive quantitative measures that captured patients' pain narratives.

Methods: Patients' narratives were collected during recorded semistructured interviews in which they spoke about their lives in general and their experiences with CLBP. Given that NLP …

Deep Learning Reveals How Cells Pull, Buckle, And Navigate Fibrous Environments, Abinash Padhi, Arka Daw, Atharva Agashe, Medha Sawhney, Maahi M Talukder, Mehran M H Pour, Mohammad Jafari, Guy M Genin, Farid Alisafaei, Sohan Kale, Anuj Karpatne, Amrinder S Nain

2020-Current year OA Pubs

Cells in tissues navigate fibrous environments fundamentally differently than they do on flat substrates, but the establishment of cell forces in physiological fibrous settings remains poorly understood. Although factors such as the stiffness of the extracellular matrix (ECM) are known to drive behaviors, including cell motility on flat nonfibrous substrates, the interplay between fiber architecture and stiffness in fibrous ECM is not known. Here, we find that in fibrous environments, the directionality of mechanical forces overrides ECM stiffness as the primary regulator of contractility in migrating cells. Using an approach combining phase microscopy with deep learning to map forces in …

Changing Perspectives In California: A Transformative Culture Exchange For Stockholm University And Sonoma State University Criminology Students, Bryan Burton, Sofie Hellmer, Vida Wåhlmark, Hope Ortiz, Diana Grant

csuglobalaction

From June 13 to 20, 2024, Sonoma State University (SSU) hosted 16 criminology students from Stockholm University (SU) for an educational and cultural exchange. Five SSU undergraduate “student ambassadors” participated, representing California and SSU while assisting the Swedish students. Surveys indicated the exchange was a meaningful academic and cultural experience for all participants. The Swedish students deepened their understanding of the U.S. criminal justice system through presentations by criminologists and discussions with practitioners on issues such as policing and prison reform. They also gained broader perspectives on California and the United States through interactions with SSU ambassadors and visits to …

Ur-1167 Owlexchange, Laura Chaplin, Caitlin Johnson, Alexin D'Haiti, Jamaul Gordon, Leonardo Barranco

C-Day Computing Showcase

OwlExchange is a secure, role-based campus marketplace designed to help Kennesaw State University students buy, sell, exchange, and donate items in a trusted digital environment. The platform replaces unorganized and unsafe exchanges occurring across group chats and social media by providing a centralized system with authenticated user accounts, item listings, and transparent communication. Built with a Flask (Python) MVC architecture, Auth0 for secure identity management, and MySQL for persistent storage, OwlExchange supports modular dashboards for buyers, sellers, and administrators, enabling item management, interest requests, and platform oversight. By promoting reuse and donation of textbooks, furniture, electronics, and other student items, …

Gc-1198 Onboarding Tool For New Smartphone Users, Namita Velagapudi, Bhagya Surekha Dasari, Yaswanth Maddineni, Rohith Venkata Sai Chekka, Balachandar Pinninti

C-Day Computing Showcase

The Smartphone Onboarding Tool is an interactive web platform created to help seniors and new smartphone users become comfortable with mobile technology. It offers a realistic, simulated smartphone interface, guided walkthroughs, and an easy-to-use design that builds confidence in performing everyday tasks. Caregivers can monitor user progress, while learners can practice safely without affecting an actual device. The solution is developed with a React frontend, a Node.js/Express backend, and an SQLite database, all built with a strong focus on mobile-first accessibility.

Uc-1183 Morphyxcam: Instant Photo Transformation Tool, Priscilla Awatey, Long Doan, Shaokun Weng, Aryan Merchant

C-Day Computing Showcase

MorphyxCam is an interactive browser-based application that lets users capture live images and apply real-time visual effects. The system performs color filtering, shading adjustments, dynamic warping, and expressive distortion effects. Users can instantly reshape features, apply artistic styles, and wrap their photos onto 3D surfaces, creating engaging and playful visual transformations. By capturing live camera images and transforming them through pixel-level filtering, distortion effects, and 3D surface mapping, the system shows how multimedia techniques can be applied creatively within a web browser. Overall, MorphyxCam showcases the potential of interactive digital imaging and highlights how accessible web technologies can be used …

Uc-0224 Loving Arms: Website Audit & Redesign, Marcus Harrison, Chris Stropoli, Katherine Gibson, Vaughn Berger, Jesus Flores Valdez

C-Day Computing Showcase

Our team’s project aims to enhance the Loving Arms Cancer Outreach website, making it more accessible and user-friendly for all visitors. Loving Arms is a nonprofit supporting individuals and families affected by cancer, and their website plays a key role in sharing information, connecting people to support programs, and reaching those in need. To achieve this, we first audited the current site to identify areas of confusion or outdated content, and we are currently in the process of providing a redesigned website. These updates are intended to improve the visitor experience while giving staff a reliable, easy-to-use platform that better …

Analyzing The Global Happiness Index, Victoria Hernandez, Christy W. Wachira

SMU Data Science Review

This study explores the Global Happiness Index using data compiled from the OECD and Our World in Data to identify key factors contributing to societal well-being. Six primary predictors were analyzed: GDP per capita, social support, healthy life expectancy, freedom to make life choices, generosity, and perceptions of corruption. Regression and clustering techniques were employed to uncover patterns among countries. By expanding the analytical scope beyond conventional economic and social indicators, this study helps identify new pathways for improving well-being across diverse cultural and economic landscapes. Additional variables such as perceived safety, political engagement, and values related to family and …

A Decolonial Approach To International Education: Insights From A Cal Poly Global Program In Palermo, Sicily., Elvira Pulitano, Iyad Jamaly

csuglobaljournal

This article presents a critical intervention in the current debates about decolonizing international education. It is based on a Global Program in Palermo, Sicily, offered by Cal Poly San Luis Obispo in summer 2023. As both program creator/director and student participant in the program, the authors rely on their personal experience and insights along with expertise in coloniality and decolonial theories. The article focuses on a series of pedagogical activities led by a young group of migrants and refugees who, in the city of Palermo, have come together to form two associations designed and structured to offer new contemporary models …

Full Faith, Credit, And Collision: Examining The Jurisdicitional Reach Of Extraterritorial Abortion Laws, Remy A. Carreiro

University of Memphis Law Review

In 2021, Texas made headlines when it passed antiabortion law Senate Bill 8 (“SB 8”). Although Roe was still the law of the land, SB 8 banned most abortions as early as six weeks into pregnancy, long before many people know they are pregnant. The ensuing uproar primarily centered on the law’s unique ability to maneuver outside the reach of courts. Because SB 8 outsourced its enforcement authority exclusively to citizens, it effectively circumvented judicial review by eliminating valid targets for a pre-enforcement suit. Many were justifiably concerned that the law created a playbook for state legislatures to nullify other …

Prison Rape: An Endless Epidemic?, Kathleen M. Darcy, Hannah Brenner Johnson

University of Memphis Law Review

Congress passed the landmark Prison Rape Elimination Act (“PREA”) in 2003 with unanimous support from both the Senate and House of Representatives. After the rampant sexual violence occurring behind the closed doors of prisons and jails (much of which was perpetrated by the staff of these institutions) was brought to light by human rights organizations, news media, lawyers, and activists in the late 1990s, lawmakers crafted this unprecedented federal law to establish a zero-tolerance policy for what it described as an “invisible epidemic.” At the law’s twenty-year mark, justice-involved individuals are still being sexually victimized in carceral settings, day after …