Digital Commons Network^™

A Sherbert Colored Lens: Apache Stronghold And The Uphill Battle For The Recognition Of A Substantial Burden For Indigenous Plaintiffs, Emma P. Collins

Kentucky Law Journal

No abstract provided.

Hope In The Holler: How Eminent Domain Can Bring Economic Justice To Central Appalachia, Matthew B. Chaney

Kentucky Law Journal

No abstract provided.

Consumer Bankruptcy: A "Gem" Of The Legal Profession But A Diamond In The Rough, Tori Harris

Kentucky Law Journal

No abstract provided.

Arbitration Clause Expansion, Hossein Fazilatfar

Kentucky Law Journal

No abstract provided.

The New Parens Patriae, Meredith Johnson Harbach

Kentucky Law Journal

No abstract provided.

Unified Authentication And Intelligent Orchestration Of Remote Sessions For Continuous Access In Failure Scenarios, Hp Inc

Defensive Publications Series

This disclosure describes a unified authentication system for single sign-on (SSO) and an orchestration component that maintains continuous remote access to a compute device across system states, including pre-boot, boot, and post-boot. A user authenticates once via a centralized identity service, and the resulting authentication artifact (e.g., token, assertion, certificate, or derived session credential) is consumed by both a hardware-based out-of-band (OOB) remoting path and a software-based in-band remoting path. An orchestration agent brokers session establishment and performs a controlled handoff between remoting paths without requiring the user to reauthenticate, enabling smooth transitions during operating system failures, reboots, and recovery.

Statistical Flow-Based Traffic Classification For Fully Encrypted Networks Using Purpose-Built Large Language Models (Llms), Rajasekar Subramanian, Koushik Padavalli Gowrish

Defensive Publications Series

Proposed herein is a system that provides a training methodology for large language models (LLMs) that classifies fully encrypted network traffic into Quality of Service (QoS)-relevant types using only Layer 3 and Layer 4 statistical features, including packet sizes, timing, throughput, and directionality, from the first 100 packets of each flow. The system operates entirely on observable behavioral patterns and currently achieves 65-68% accuracy, with a path toward at least 85% accuracy through purpose-built network LLMs and expanded datasets. The system also provides explainable synthetic reasoning, low-rank adaptation (LoRA)-based incremental learning, and classification latency below 100 milliseconds for QoS enforcement …

Network-Level Duplicate Transaction Prevention Using Time-Bound Rolling Windows In Payment Systems, Alok Roy

Defensive Publications Series

The present disclosure provides a method (300) including receiving, by a duplicate transaction prevention system (106) positioned at a network layer of a payment network, a transaction request from a transaction service application (104). The method (300) includes storing transaction information associated with the transaction request in a rolling window data store that maintains transaction entries for a defined duration. The method includes receiving a subsequent transaction request from the transaction service application or a different transaction service application. The method (300) includes determining, by a matching engine (204), based on transaction information associated with the subsequent transaction request and …

Adaptive Merchant Payment Destination Validation For Qr Code-Based Payment Transactions, Alok Roy

Defensive Publications Series

The present disclosure provides a method comprising receiving, by a computing system, transaction information associated with a payment initiated for a merchant from a user, determining, by the computing system based on payment destination history associated with the merchant, whether a current payment destination represents a changed payment destination for the merchant, causing, by the computing system, an alert notification to be presented to the user before completion of the payment transaction in response to determining that the current payment destination represents a changed payment destination for the merchant, monitoring, by the computing system, transaction activity associated with the changed …

System And Method For Per-Token Attention Decay Rate Quantification, Decay-Class-Driven Kv Cache Segment Compression And Semantic Summary Vector Generation, And Multi-Tier Cache Residency Arbitration In Autoregressive Transformer Inference Systems, Shubham Shivhare

Defensive Publications Series

The present disclosure provides a method for key-value cache management in an autoregressive transformer inference system. The method includes maintaining, for each token of a plurality of tokens in a key-value cache, a rolling history of attention scores obtained over a plurality of decode steps. The method includes determining, for each token, a decay rate parameter by fitting an exponential decay model to the rolling history of attention scores. The method includes computing, for each token, an Attention Decay Residual Score based on the decay rate parameter and an elapsed interval associated with the token. The method includes classifying each …

Anatomy Of Success: Unveiling Key Resources For A Stand-Alone Occupational Therapy Anatomy Course, Annika Knuth, Sophia Wilkes, Julia Huber, Graci Leineberg, Rebecca Ozelie

Student Journal of Occupational Therapy

Anatomy is a complex curriculum involved in occupational therapy education. This study aimed to investigate occupational therapy (OT) students’ perceived usefulness of resources offered in a stand-alone anatomy course within their program. A survey was administered to 284 OT students enrolled in accredited programs who had completed a stand-alone anatomy course. The survey assessed the resources available, their usage, and the perceived benefit to students' learning. Results indicated that open labs and teaching assistants were perceived as the most valuable resources for student success, while print/electronic textbooks and office hours were perceived as the least beneficial. These findings suggest that …

A Comprehensive Review Of Hybrid Renewable Energy Systems: Integration Challenges And Optimization Strategies, Laith Jaafer Habeeb, Monaem Elmnifi, Wissam H. Alawee

Terra Joule Journal

Hybrid renewable energy systems (HRES) combine complementary renewable generators, storage and coordinated controls to reduce the variability and integration burden associated with single-source plants. This review synthesizes peer-reviewed studies, authoritative energy statistics and documented projects, with emphasis on solar–wind, hydro-coupled and multi-source configurations; storage selection; grid integration; and design and operational optimization. The evidence shows that the value of hybridization depends on resource complementarity, grid conditions, control architecture and life-cycle sizing rather than on technology combination alone. The review therefore distinguishes established findings from illustrative comparisons and avoids presenting literature-derived values as new experimental results. Six recurring implementation challenges are …

Learning, Abstraction, And Creative Search For Interactive Agents, Jonathan Demke

Theses and Dissertations

Artificial intelligence systems are increasingly deployed as autonomous agents that interact directly with complex environments. Ensuring these agents remain reliable, adaptable, and useful presents an ongoing practical challenge. This dissertation studies agent-environment interactions through a progressive lens, examining behavior from foundational training stability and abstraction discovery to adaptation in unpredictable settings and open-ended creative search. The investigation begins by analyzing how hyperparameter settings affect early-stage Deep Q-Network performance, yielding practical guidelines for debugging reinforcement learning implementations. To address the challenge of long-horizon planning, the discovery of temporally extended options is formalized as the Minimum Shortcut Problem, demonstrating how agents can …

Sing Lustily And With Good Courage: Reinventing Methodist Hymns In The Context Of The Indonesian Methodist Church, Budi Taniwan

Doctor of Pastoral Music Projects and Theses

The majority of Methodist churches continue to uphold the legacy of hymn singing, a practice highly esteemed by early Methodists. John and Charles Wesley employed hymns alongside sermons as a means of teaching Methodist theology, shaping Christian discipleship, and forming Methodist identity. However, in contemporary times, Indonesian Methodist churches recite fewer doctrinal hymns. Inadequate early translations, the absence of authentically Indonesian Methodist hymns, and the emergence of contemporary Christian music have contributed to this decline. Changes in liturgy, worship culture, and technology have also transformed the way congregations learn and sing their faith. This study explores the historical and theological …

What Makes Implicit Bias Training Effective? An Examination Of Training Program Interventions And K-12 Educator Experiences, Kyleigh K. Mcaloon

McNair Summer Research Program

Differences in disciplinary referrals based on race have led many to argue that bias may influence disciplinary decisions. Implicit bias (IB) training is designed to address such disparities by raising awareness of biases that may impact assessment of behavior and disciplinary decisions. In recent years, many have questioned the validity of IB as a construct and also the potential impact of training. Some scholars argue that these programs fail to produce meaningful behavioral change and may unintentionally reinforce or increase bias. The aim of the present study was to investigate how individuals receive and respond to such training. Sixteen K-12 …

Online Parent Group Intervention For Executive Function Skills For Autistic Children And Adolescents, Kathleen Clark

Theses and Dissertations

Executive functioning (EF) skills deficits are prevalent among children and adolescents with autism spectrum disorder (autism) that impacts their academic functioning, social relationships, and families' quality of life. This study aimed to explore an online parent group intervention, to test effectiveness of a 6-week parenting intervention on parenting stress and child's executive functioning (EF) among autism families in rural Utah with limited access to traditional intervention resources. The participants were eight parents from six families of children and adolescents (8-15 years) with clinical diagnosis of autism spectrum disorder and appropriate language abilities for their age. The parents participated in weekly …

Gadolinium Deposition Concerns In Magnetic Resonance Imaging, Emily Tran

Radiologic Sciences

Purpose To examine how concerns about gadolinium deposition have influenced the use of macrocyclic versus linear contrast agents in magnetic resonance (MR) practice.

Method A structured literature review was conducted using AI-assisted research tools and academic databases to identify recent peer-reviewed original research articles related to gadolinium deposition and contrast agent use patterns in MR. Only studies published between 2020 and 2026 were included.

Results Recent research confirmed that gadolinium can accumulate in human tissues following contrast-enhanced MR examinations. Multiple studies demonstrated that linear gadolinium-based contrast agents are associated with greater levels of tissue retention compared with macrocyclic agents due …

Creating An Ip&T-Specific Resource Library For Networking & Job Searching, Abby Marks

Instructional Psychology and Technology Graduate Student Projects

This report covers the research, designing, development, testing, and deploying a custom networking and job searching resources, specifically for Instructional Psychology & Technology Students at BYU, as well as IP&T alumni, and those in the instructional design field. The product itself is a online learning library  hosted on Canvas, designed to be used on-demand, asynchronously, and entirely as needed by current and post-graduate IP&T students. I describe the audience analysis, source material, the prototyping process, relevant precedents, design solutions, and significant, positive results provided by my assessment and evaluation user testing data collections.

Walking Through History: Designing A Byu Women's History Walking Tour, Reese M. Rugg

Undergraduate Honors Theses

This thesis appears in two parts. The first is an analysis where I present a brief literature review of women’s history and women in editing and publishing. I also discuss the creation process and methods of applying design principles to a copyfitted manuscript of a BYU women’s history walking tour. The second is the copyfit 176-page manuscript and book cover, created in InDesign and Photoshop.

This project represents a continuation of recent efforts to highlight women who have built BYU in a more equitable way. The purpose of this project is to highlight the discrepancies in women’s archival history and …

Cultivating Intellectual Courage In Times Of Crisis: A Pedagogical Framework For The First-Year Classroom, Amanda E. Salmon

Posters

No abstract provided.

Use Of Technology May Negatively Impact Learners, Dajsha A. Avery

Masters Projects

Integration of technology has changed classrooms vastly in the 21^st century. The research evaluates if the use of technology may negatively impact young learners. The Theory of Constructivism developed by Jean Piaget and Lev Vygotsky encourages the integration of technology in the classrooms because it allows the students to lead their educational journey. It is discovered that using technology allows students to be more engaged, self-paced and work on specific skills. Additionally, educational apps are helpful to build confidence and are an incentive for students while practicing skills. Yet, it is recommended to only allow up to 7 hours …

Equitable Science Instruction For Diverse Learners: Differentiation With Consideration For Multilingual Students, Alicia Reyelts

Masters Projects

Multilingual learners (MLs) continue to experience persistent achievement gaps in science, often due to the linguistic demands of academic language and the limited availability of instructional supports within general education classrooms. As classrooms become increasingly diverse, science teachers require practical instructional resources that promote equitable access to rigorous, standards based learning while supporting students' language development. This master's project addresses this need through the development of a differentiated seventh-grade chemistry unit aligned with the Michigan Middle School Next Generation Science Standards (NGSS). The project is grounded in the principles of differentiated instruction (DI), drawing upon the work of Tomlinson as …

Improving Recognition And Communication Of Early Patient Condition Changes Through An Evidence-Based Staff Education Program, Raymond Mwanje

Walden Dissertations and Doctoral Studies

This doctoral project is a staff education project aimed at enhancing recognition and communication of early changes in patients' conditions in a long-term care rehabilitation environment. Delayed recognition of patient deterioration is a major challenge in nursing practice, as subtle changes in a patient's condition may go unnoticed, leading to delayed intervention, avoidable complications, and unnecessary hospital transfers. Poor communication among staff can also hinder the escalation of care, impacting patient safety and quality of care. There is evidence that structured communication strategies and education interventions can help enhance communication between clinicians and aid earlier detection of patient deterioration. Resolving …

Beauty Influencer Entrepreneur Marketing Strategies To Grow And Sustain Business And Improve Social Media Analytics, Kelsee Briana Barnes

Walden Dissertations and Doctoral Studies

The lack of marketing strategy knowledge can negatively affect beauty influencer entrepreneurs’ ability to fully leverage digital platforms to build sustainable businesses and strengthen their online presence. Beauty entrepreneurs are concerned, as the lack of marketing strategies can hinder the successful operation of social media platforms and may diminish online visibility. Grounded in Porter’s Five Forces framework, the purpose of this study was to explore the marketing strategies that beauty influencer entrepreneurs use to grow and sustain their social media platforms and improve social media analytics. The participants were eight beauty influencer entrepreneurs across various regions of the United States. …

Book Review - Innovative Pedagogical Practices In Sport Management Education, Mitchell Mcsweeney

Global Sport Business Journal

This review examines Innovative Pedagogical Practices in Sport Management Education, an edited collection that provides a comprehensive resource for enhancing teaching, curriculum design, and student learning in sport management. Organized across seven thematic sections, the book integrates theory with practical classroom applications, covering topics such as active learning, experiential education, diversity and inclusion, critical pedagogy, digital technologies, leadership, and emerging trends. The review highlights the collection's emphasis on actionable teaching strategies, reflective practice, and future-oriented innovation. 

Exploring The Gaps And Opportunities For Development Of An Amr Educational Package For Higher Education. Project Dataset., Michael Dillon, Delphine Kayem, Thiru Vanniasinkam, Charlotte Cornbill, Muriel Dresen, Arya Gupta, Kristina Kadlec, Priyanka More, Afolake Atinuke Olanbiwoninu, Désirée Schaaf, Raju Sekar, Christina Stylianou

Faculty of Health Datasets

Anonymous cross-sectional survey of higher education educators worldwide teaching antimicrobial resistance (AMR) or related subjects. The dataset captures educators’ teaching experience, curriculum content, and resource needs to identify gaps in AMR education and support development of openly available teaching resources.

The Person As Foundation Of Responsibility: The Insufficiency Of Rights-Based Human Development Approaches, Jaclyn Berg

Electronic Theses and Dissertations

Building on the plethora of research that demonstrates the way rights language has been more useful for those with wealth and power to further expand capitalist markets, this text extends that criticism to human development programs and institutions. While they claim to be directed towards addressing global issues of poverty and hunger as well as climate crises, they continue to treat the symptoms without accurately diagnosing the disease. Approaches to development that rely on rights without questioning the way rights have been influenced by neoliberal capitalists or without questioning the capitalist global economic system will never be able to achieve …

The Decline Of Confidence In The U.S. Supreme Court: Evidence From The General Social Survey, 2004-2024, Lola Dragosavac

Electronic Theses and Dissertations

This study examines public confidence in the United States Supreme Court and whether confidence has declined between 2004 and 2024. It also investigates whether demographic characteristics, political ideology, and confidence in other political institutions help explain the variation in confidence levels. Using data from the General Social Survey (GSS) for 2004, 2014, and 2024, this study employs a binary logistic regression approach to examine the predictors of confidence in the Court. The findings indicate that confidence in the Supreme Court declined significantly over the twenty-year period. Political ideology emerged as a strong predictor of confidence, with conservatives over three times …

Impact Of Taped Problems Intervention Modification On Children With Deafness, Clyniece Hodge

Electronic Theses and Dissertations

Children with hearing loss are at an increased risk of experiencing setbacks in various areas of life, including academic performance and employment opportunities. Academically, they are likely to experience poor academic achievement in reading, as well as in mathematics (ASHA, 2013). In comparison to gifted hearing students and average-ability hearing students, students with hearing loss are at a higher risk of low mathematics performance (Hassan & Mohammed, 2019). Despite these known challenges and risk factors, limited research has been conducted to identify effective intervention strategies for improving mathematical outcomes among this population. As such, this study aimed to evaluate the …

Dialogic Communication Ethics As A Hopeful Response To Artificial Intelligence, Kristen Haldeman

Electronic Theses and Dissertations

Within the past five years, a new technology has dominated modern culture: artificial intelligence. With a multiplicity of ways to respond to this new environment, this dissertation situates a response to artificial intelligence by combining the media ecology and communication ethics perspectives. Media ecology explores historical roots and biases of technology to learn about their influence of humanity. A dialogic communication ethics seeks to find an opening for hope to emerge. Hope, grounded in the works of Jacques Ellul and the Christian tradition, offers a new rhetorical perspective by shifting focus away from technology and to our neighbor.