Digital Commons Network^™

Bridging Language And Game Worlds: Semantic Representations And Text-Driven Terrain Generation For Procedural Content, Zhongyu Xie

Electronic Theses and Dissertations

Procedural Content Generation (PCG) systems produce vast quantities of game levels, terrain, and environments, but lack semantic interfaces: no shared vocabulary exists between natural language, designer intent, and the structured representations generators operate on. This thesis addresses the language-content grounding gap in PCG through two complementary studies spanning semantic analysis and semantic synthesis. The first study introduces a group-supervised contrastive learning framework for semantic representation of symbolic PCG maps under many-to-one semantics, where visually distinct maps may share the same design intent. The framework combines parameter-guided semantic grouping, LLM-based caption augmentation, and a multi-positive contrastive objective that aligns language with …

Sustainable State: A Location-Based Analysis Of Recycling Habits On A University Campus, Valentyna Labrie

Electronic Theses and Dissertations

Universities are mini communities for the younger generation. Their role in advancing sustainable waste management practices is very valuable. That is why it is crucial to promote pro-environmental behavior, monitor consistent sorting accuracy, and maintain positive recycling indicators such as contamination and diversion rates. The research aim was to explore the impact of spatial context and visual communication strategies on recycling accuracy, contamination, and diversion rates at South Dakota State University (SDSU). The research analysed the impact of proximity to food service areas on waste composition. Another research interest was the impact of educational signage and stickers on recycling behavior …

Evaluating Supplementation Strategies Using Precision Livestock Technologies And Energy Based Models In Developing Beef Heifers Grazing Dormant Rangeland, Kali-Jo Bentz

Electronic Theses and Dissertations

Replacement beef heifer development in extensive grazing systems is challenged by variation in forage quality, supplement intake, and animal behavior, all of which influence the ability to achieve targeted growth prior to breeding. Precision livestock technologies (PLT) enable continuous monitoring of individual animal performance, while energy-based nutritional models support individualized supplementation. However, their application under extensive grazing conditions remains poorly understood. Therefore, the objectives of this thesis were to (1) evaluate heifer utilization of multiple precision livestock technologies and their relationship with animal performance and (2) evaluate the accuracy of an individualized energy-based supplementation model by comparing predicted supplement allotments …

Detecting Poisoning Attacks In The Rag Systems Using Multi-Tier Anomaly Detection, Somtochukwu Orizu

Electronic Theses and Dissertations

Retrieval-Augmented Generation (RAG) systems aim to enhance the capabilities of language models by retrieving external knowledge during inference. However, the process of retrieving knowledge introduces new security vulnerabilities to these models, specifically through the possibility of retrieval poisoning attacks in which adversarial documents are added to the system knowledge base to poison the language model’s responses. Although there have been a variety of defenses proposed for retrieval poisoning attacks, limited work has been done in the area of anomaly detection in embedding spaces as a general defense against multiple retrieval poisoning attack strategies. This thesis investigates two embedding-space anomaly detection …

Demographic Impact And Diagnostic Evaluation Of Mycoplasma Ovipneumoniae In Bighorn Sheep Of The Pine Ridge Badlands, Jeffrey Tillery

Electronic Theses and Dissertations

Mycoplasma ovipneumoniae (M. ovi) decimates bighorn sheep (Ovis canadensis) populations through acute die-offs followed by years or decades of failed lamb recruitment. Test-and-remove management has emerged as the primary intervention to restore population growth, and this thesis quantifies the demographic costs of endemic M. ovi infection and evaluates the diagnostic tools upon which this strategy depends. I quantified vital rates across five bighorn sheep subherds (four infected, one uninfected) on the Pine Ridge Reservation (2023–2025), supplemented by pre-outbreak data (2017–2018) from the North Unit of Badlands National Park. Infected subherds declined (λ = 0.965, 95% CrI: 0.813–1.039) while the uninfected …

Securing Smart Agriculture With Communication-Efficient Federated Unlearning, Ujjwal Pudasaini

Electronic Theses and Dissertations

This thesis addresses the data poisoning attack in smart agricultural systems using federated unlearning, where the contribution of compromised field devices must be removed from the global model under communication constraints. We propose FedSCAN, a three-phase framework that identifies critical layers based on parameter sensitivity, classifies active neurons within these layers through relative weight change analysis, and performs unlearning via sparse low-rank adaptation to active neurons while freezing base model parameters. FedSCAN limits computational overhead to a compact parameter subset, enabling devices to participate in a communication-efficient manner. Experimental results on four datasets demonstrate that FedSCAN achieves up to 426.3× …

Ai-Assisted Wheat Spike And Spikelet Detection And Density Mapping Using Multiscale Remote Sensing Data To Support Wheat Grain Yield Forecasting, Hillson Ghimire

Electronic Theses and Dissertations

Wheat grain yield is determined by the number of spikes per unit area, the number of grains per spike, and kernel weight. However, spike number and spikelets per spike are still measured predominantly through manual counting, a labor-intensive and subjective process that limits phenotyping throughput and selection intensity in modern wheat breeding programs. This thesis develops and evaluates a deep learning framework for automated, high-throughput phenotyping of wheat spike and spikelet traits across complementary imaging scales and implements the framework as a deployable platform. First, two large-scale benchmark datasets with oriented bounding box (OBB) annotations were established, comprising 48,521 spike …

Data-Driven Decision-Making Frameworks For Energy Procurement And Dynamic Pricing In Electric Vehicle Charging Networks, Pallavi Khanal

Electronic Theses and Dissertations

The continued growth of electric vehicles (EVs) is increasing the demand for charging infrastructure and creating new operational challenges for charging network operators (CNOs). Uncertainty in charging demand, electricity market prices, and user charging behavior can significantly impact both the economic performance and reliability of charging network operations. To address these challenges, this thesis develops an integrated data-driven framework that combines charging demand modeling, risk-aware energy procurement, machine learning, and reinforcement learning for intelligent EV charging network operation. The research begins by developing queueing-based models to characterize EV charging demand under time-varying and stochastic arrival conditions. Time-varying Mt/M/1 and Mt/M/c …

Detecting And Characterizing Latent Subpopulations Of Classes Via Mixture Models, Andrew Simpson

Electronic Theses and Dissertations

A class of problems in statistical pattern recognition exists in which there is high-dimensional data with few realizations per class, commonly referred to as few-shot learning. Data that arises in forensic source identification, which deals with providing a probabilistic value of evidence with regard to the source of some object, falls into this class of problems. Namely, the data is sampled from a hierarchical sampling process, lives in a high-dimensional space, the number of sources (or classes) tends towards infinity, and there are few observations per source. This can be thought of as a few-shot learning problem. Because of these …

Finding Value In Professional Learning: Developing Teacher Learning That Is Internalized And Implemented In Practice, Stephanie Dossett

Electronic Theses and Dissertations

Abstract

This study was designed after the researcher engaged in multiple mandated professional learning experiences with faculty members who expressed dissatisfaction with their learning experiences, did not desire to engage in learning on the mandated topics, and wanted to engage in different types of learning opportunities. The problem was centered around dissatisfaction with professional learning among teachers and the lack of implementation of their professional learning in the classroom. The goal was to gather feedback that could help leaders design mandated learning for teachers that they would find satisfaction in and implement in their classroom. The study used semistructured qualitative …

Faculty Perceptions Of Engaging Generation Z Students Through Positive Education In The Classroom, Ashley D. Ragsdale

Electronic Theses and Dissertations

This qualitative study examined the engagement gap between Generation Z students and faculty in higher education, emphasizing how positive education approaches can help faculty become more confident and effective instructors. Generation Z students prefer instant internet access and digital learning, have shorter attention spans, and tend to be disengaged when instructors rely on traditional teaching methods. After the COVID-19 pandemic, this engagement gap became more evident. This basic qualitative study used semistructured interviews, reflexive journaling, and nonparticipatory observations. Participants included full-time health science faculty at a private university in central Texas. Each had at least 2 years of teaching experience …

Effectiveness Of Picture Exchange Communication System On Functional Communication For Saudi Children With Autism Spectrum Disorder (Asd), Mohammed Albahrani

Electronic Theses and Dissertations

Autism Spectrum Disorder (ASD) is a complex neurodevelopmental disorder characterized by restricted interests, repetitive or inflexible behaviors, and challenges with communication and socialization (Flannery & Wisner-Carlson, 2020). Children with expressive communication disorders, including those with ASD, can benefit from using Augmentative and Alternative Communication (AAC) as a tool to improve their communication skills (Chazin et al., 2016). The AAC approach helps them learn and communicate more effectively by addressing various needs, such as making requests, commenting, or responding to questions (Mirenda, 2001). Many families, special education classrooms, and inclusive settings have adopted the Picture Exchange Communication System (PECS), an evidence-based …

Examining The Effects Of Video Modeling To Enhance Culturally Specific Social Greeting Skills In Preschoolers With Asd In Saudi Arabia, Sarah Alzahrani

Electronic Theses and Dissertations

A lack of social communication skills, including initiation and responding, has been a prominent characteristic of children diagnosed with ASD (Kanner, 1943; Kroeger et al., 2007). Enhancing these skills in children with ASD during early childhood is crucial to their future relationships, friendships, participation in communal activities, and overall lowering the likelihood of adverse long-term effects, giving significance to this age as a pivotal period for enhancing various skills (Hart Barnett, 2018). Failure to provide interventions to address social communication in children with ASD, specifically in cultures that value this skill, can impede their integration into that society. Thus, this …

Exploring The Potential Effects Of Read Naturally Live To Support Reading Fluency Development In Diverse Learners, Jovonne Tabb

Electronic Theses and Dissertations

The ability to comprehend and apply knowledge learned through reading is fundamental for individuals to become successful and productive citizens in society. The inability to read fluently and accurately with appropriate pacing and expression significantly inhibits text comprehension. Research suggests that children who do not develop reading fluency are more likely to experience learning and comprehension difficulties throughout their academic careers (Lange, 2019). Computer-assisted interventions (CAI) have demonstrated effectiveness in advancing students' reading fluency, particularly for those at risk of developing reading disabilities or those already diagnosed with reading difficulties. However, a significant gap exists in research examining CAI effectiveness …

Discovery Of The Multi-Ion Bridge Intermediate: A Computational Exploration Of The Mechanism For Azomethine Ylide Formation From N-Oxides, Martin J. Neal

Electronic Theses and Dissertations

Density functional theory (DFT) provides a method for calculating the ground-state energies of complex molecular systems through evaluating the electron density instead of the full wave function. When results match either experimental outcomes, calculations with DFT offer a computationally efficient method to help explain chemical phenomena. The transformation of tertiary amine N-oxides to azomethine ylides, a simple route to the precursor for 1,3-dipolar cycloadditions that result in the pyrrolidine scaffolds found in natural products, has received only minimal attention due to concerns that its mechanism includes a highly electrophilic intermediate. Utilizing DFT to model the mechanism of the conversion …

Not Always Welcomed, Lavaughn Wesley

Electronic Theses and Dissertations

Abstract

This qualitative dissertation explores the systemic barriers faced by adjudicated and long-term suspended youth during their reentry into the public school system, focusing on a local urban community in Pennsylvania. Through the lens of Institutional Complexity Theory, this study examines how interagency disconnection, implicit bias, inequitable disciplinary practices, and inadequate support structures contribute to the marginalization of historically underserved students, particularly Black youth, students with disabilities, and those from low-income households.

The research is driven by two central questions:

(1) What are the barriers for adjudicated youth during the reentry process?

(2) How can the home school reentry process …

(Un)Intended Consequences Of Race In Medicine: The Ethics Of Race-Based Medical Practice And The Perpetuation Of Structural Racism, Allegra Merriweather

Electronic Theses and Dissertations

This dissertation proposes that race-based medicine acts as a form of structural racism that is ethically indefensible. While it may be claimed to be a neutral diagnostic tool, the medical use of race as a biological proxy only further enforces the very hierarchies it purports to remediate, reinscribing inequity from conception to death. Building off Jacques Ellul’s work on Technique, we interpret race-based medicine as a self-perpetuating system that values procedural expediency over moral accountability. In nine chapters, the analysis follows the ways this technique is manifested in genetics and assisted reproduction, where commodified racial selection preserves social hierarchies; in …

The Other Side Of The Wall: A Study On The Impact Of Paternal Incarceration On African American Children, Chance M. Wideman

Electronic Theses and Dissertations

This qualitative dissertation explores the long-term psychological, relational, and systemic impacts of paternal incarceration on adult children. Guided by Adverse Childhood Experiences (ACE) Theory, Attachment Theory, and Family Process Theory, this study examines two research questions:

(1) What types of childhood trauma are associated with paternal incarceration?

(2) How does the childhood trauma associated with paternal incarceration impact one in adulthood?

The study draws on three in-depth narrative interviews with adults who experienced paternal incarceration in childhood. These interviews, framed as dialogic and reflexive spaces, illuminate the deep and layered consequences of incarceration across the lifespan.

Five central findings emerged: …

Schemata Of Barbershop Tags, Brian A. Cromer

Electronic Theses and Dissertations

This thesis explores the genre of barbershop tags, brief musical compositions in the barbershop style. After the introduction in Chapter 1, Chapter 2 describes the barbershop style and outlines a modified roman numeral system that reflects barbershop norms. Chapter 3 analyzes the 125 entries of the Classic Book of Tags based on two features: the harmonic point of interest (HPI) and the penultimate chord. Patterns emerging from these two criteria include eleven primary schemata along with a few secondary schemata accounting for the harmonic design for a majority of tags. Chapter 4 analyzes two barbershop arrangements: “Come Fly With Me” …

A Sedimentary Source Of Rare Earth Elements In The North Atlantic, Rylee D. Lindner

Electronic Theses and Dissertations

Individually and as a series, the Rare Earth Elements (REEs) are powerful geochemical tracers of environmental processes. However, ambiguities in the oceanic budgets of the REEs hamper their application. Growing evidence suggests a sedimentary benthic flux via the pore water is the major source of REEs to the ocean, with extrapolated estimates of this flux being equivalent in magnitude to that “missing” from modern budgets. However, existing pore water REE data are available from only a few locations globally with no representative dataset from the open North Atlantic. This data scarcity limits our ability to constrain flux estimates and understand …

Explainable A.I. For Analysis And Interpretation Of Heterogeneous Crime Data., Sadaf Ahmed

Electronic Theses and Dissertations

This dissertation examines the problem of fragmented data in the context of crime and cybercrime analysis. While both domains generate substantial public data, these sources vary widely in format, structure, and coverage, making it difficult to perform consistent inference or develop reliable predictive models. To address these limitations, this work proposes a layered integration framework grounded in ontology-driven modeling and data fusion. The approach is applied to two distinct but related case studies, each focused on constructing a coherent representation of criminal activity from heterogeneous sources. The first case study explores the integration of drug and human trafficking data from …

Molecular Dynamics Simulations Of Biologically Relevant Interfaces: From Tear Film Lipid Layers To Rna Adsorption On Silica Surfaces., Mahbuba Khanom

Electronic Theses and Dissertations

Molecular dynamics (MD) simulation is an important tool in biochemical sciences for studying complex molecular processes and interfacial interactions at the molecular level. Biological interfaces play key roles in processes such as ocular lubrication and biomolecular adsorption. This dissertation studies interfacial phenomena involving two distinct yet conceptually related systems: the tear film lipid layer (TFLL) at the air–water interface at the surface of the human eye, and RNA adsorption on silica surfaces. These studies provide insight into how interfacial composition, structure, and environmental conditions affect larger-scale behavior. Atomistic MD simulations were used to model the TFLL. The TFLL is essential …

“The Moment You Are Disabled; You Are Cut Off From Society.” Assessing The Experiences Of Disabled Ghanaians And The Rights Enshrined In The United Nations Convention On The Rights Of Persons With Disabilities (Crpd)., Solomon Sackey Amoatey

Electronic Theses and Dissertations

As Ghana continues to pursue inclusion and equality for disabled citizens, considerable tension remains between international human rights frameworks and local social, legal, and cultural practices. Guided by social constructionism and Critical Disability Theory (CDT), this qualitative, chapter-based study examined how disability is constructed through law, policy, and culture in Ghana. It also explored how these constructions influence the interpretation and implementation of disability rights. To achieve this, the study employed semi-structured interviews and document analysis to examine how law, policy, and cultural beliefs intersect to influence the implementation of the CRPD and lived experience of disabled Ghanaians.

Findings show …

Experiences Of Research Administrators With Faculty Researchers In Sponsored Project Compliance., Adrienne M. Lindsay

Electronic Theses and Dissertations

The purpose of this study was to examine how central office research administrators perceive and describe their professional interactions with faculty researchers, and how those relationships may impact compliance with sponsored project requirements in United States higher education institutions. Cohen et al.’s (1972) organized anarchy theory and Schein’s (2010) organizational culture theory provided a foundational context for understanding research systems within higher education institutions and the social environment in which research administrators navigate potentially contentious roles, both facilitating research and stewarding compliance for the institution and the sponsor. Findings emerged around specific challenges faced by research administrators, which included role …

Impacts Of Biology Modeling Pedagogy On Student Cogitive And Non-Cognitive Elements Of Learning., Jessie K. Newhouse

Electronic Theses and Dissertations

This dissertation employed a quasi-experimental design used to investigate the use of a modeling pedagogy in high school biology. Modeling is a key element of the Science and Engineering Practices of the Next Generation Science Standards. While research of Model Based Pedagogy (MBP) in physics and chemistry is well established, the influence on biology instruction remains less understood. This research examined how MBP affected both cognitive and non-cognitive components of student learning compared to traditional biology instruction. Existing data collected by Dr. Kathy Malone in collaboration with Ohio State University (2016) were analyzed to study the effectiveness of the MBP. …

A Persistent Homology Framework For Scrna-Seq: Assessing Clustering Robustness And Quantifying Preprocessing And Integration Effects On Topological Features., Jonah Daneshmand

Electronic Theses and Dissertations

As single-cell RNA sequencing (scRNA-seq) data expands, robust methods for integrating diverse datasets are critical. This dissertation applies Persistent Homology (PH), a technique from Topological Data Analysis (TDA), to a collection of scRNA-seq datasets spanning eight tissue types to quantify how data integration affects topological features and biological interpretability. We assessed global topological structure using Betti curves, Euler characteristics, and persistence landscapes across raw, normalized, and integrated data representations. Our analysis revealed a performance inversion: while conventional methods excelled on unintegrated data, high-granularity topological methods, particularly those sensitive to global data structure, became superior after integration. This suggests a synergy …

Preparing Confident Elementary Mathematics Teachers: Addressing Anxiety, Building Fluency, And Strengthening Practice., Amber Diamond Pendleton

Electronic Theses and Dissertations

This dissertation, presented in three articles, examines how elementary preservice teachers (PSTs) experience and develop as mathematics learners and future educators when methods coursework deliberately integrates mathematical reasoning with affective supports. Collectively, the studies investigate how research-informed instructional design may help address mathematics anxiety (MA), mathematics teaching anxiety (MTA), procedural fluency, and instructional practice. The first article, written for practitioners and elementary mathematics teachers, illustrates how well-established instructional routines, such as number talks and student work analysis, can be facilitated to support procedural fluency in multiplication. Using classroom vignettes, this article highlights instructional moves that make structure visible, promote strategy …

Increasing Histidyl Dipeptides In Skeletal Muscle Preserves Muscle Mass And Function In Heart Failure., Mamata Hiraman Chaudhari

Electronic Theses and Dissertations

Introduction: Heart failure is a systemic disease associated with multiple comorbidities, such as skeletal muscle wasting and cardiopulmonary disease. Muscle wasting in heart failure patients is a severe comorbidity associated with decreased exercise capacity and poor quality of life. Previous reports show that oxidative stress is increased in the skeletal muscle of heart failure patients, which can directly lead to muscle wasting. However, antioxidant intervention in these patients was unable to improve cardiac function and consequently had no effect on muscle wasting. Although oxidative stress is the primary driver of skeletal muscle atrophy, no attempt has been made to examine …

A Multilevel Analysis To Evaluate Variability In Sdoh Clusters Within Rurality And Its Effects On Cancer-Specific And All-Cause Mortality In The Us., Stephie Ann Abraham

Electronic Theses and Dissertations

Social determinants of health (SDOH) factors have consistently been shown to impact all-cause and cancer-specific mortality. Area-level SDOH factors that coexist to form “high-risk” clusters are more prevalent in rural than urban areas. However, heterogeneity within rural and urban areas may contribute to variations in SDOH factors that could influence higher mortality rates and is not considered in other studies. The primary objective of this study was to utilize ecological and individual-level data to determine if the composition of SDOH clusters within counties in the rural-urban continuum contributes to differences in all-cause (AC) and cancer-specific mortality rates of lung and …

Perceived Organizational Support Of High-Performance Support Staff Members In Professional Soccer Organizations., Erica B. Thompson

Electronic Theses and Dissertations

The purpose of this study was to explore perceived organizational support among high-performance support staff (HPSS) within professional soccer organizations. Specifically, this study examined how HPSS define organizational support, identified factors that shape their perceptions, explored organizational challenges they experience, and analyzed how those challenges intersect with their perceptions of support. Organizational Support Theory (OST) and its central construct, Perceived Organizational Support (POS), served as the theoretical framework guiding this study. OST assumes employees form global beliefs about the extent to which their organization values their contributions and cares about their well-being. To address the study’s purpose, a basic interpretive …