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Puppy Dog Eyes: Begging For Treats And The Regulation Of Dog Breeding, Abigail Barford Jan 2025

Puppy Dog Eyes: Begging For Treats And The Regulation Of Dog Breeding, Abigail Barford

Kentucky Journal of Equine, Agriculture, & Natural Resources Law

In this note, Abigail Barford explores the lack of regulation over dog breeding in Kentucky, particularly the harms caused by puppy mills and backyard breeders. Barford explains that loopholes in the Animal Welfare Act and Kentucky’s absence of state-level protections contribute to dog overpopulation, inhumane conditions, environmental damage, and financial burdens on taxpayers. Barford argues for Kentucky to adopt strong breeding regulations modeled on Pennsylvania’s laws and its own equine breeding system. She proposes statewide legislation to license breeders, enforce humane standards of care, and regulate small-scale breeding to curb overpopulation and protect animal welfare.


Stigma And Isolation: The Lived Experiences Of Male Sexual Assault Survivors In College, Vanessa Vela Jan 2025

Stigma And Isolation: The Lived Experiences Of Male Sexual Assault Survivors In College, Vanessa Vela

Theses and Dissertations--Family Sciences

Male sexual assault survivors on college campuses face barriers to disclosure, support, and recovery due to stigma, societal expectations of masculinity, and inadequate institutional resources. This hermeneutic phenomenological study explored the lived experiences of six male survivors of sexual assault enrolled in college, focusing on their perceptions of sexual violence before and after their assault, the psychological burden of disclosure, and their experiences with available support systems. Participants described challenges including rape myths, feelings of isolation, fear of emasculation, and limited access to gender-inclusive resources. While online communities provided some support, institutional services often failed to meet their needs due …


Professional Quality Of Life Of Air Force First Sergeants: An Exploratory Study, Ryan K. Barney Jan 2025

Professional Quality Of Life Of Air Force First Sergeants: An Exploratory Study, Ryan K. Barney

Theses and Dissertations--Social Work

This exploratory study was designed to measure the prevalence and correlates of professional quality of life constructs in a novel population: active-duty Air Force First Sergeants. Given the similarities in duties and stressors that First Sergeants encounter with those of other helping professionals, this study aimed to expand the scope of existing professional quality of life research by applying Stamm’s (2010) professional quality of life framework to cross-sectional survey research with a sample of First Sergeants. Four primary research questions guided this study: first, what is the prevalence of secondary traumatic stress (STS), burnout, and compassion satisfaction in a sample …


Smart Homes, Grids, And Electric Vehicles Large-Scale Integration Studies Employing Machine Learning And Optimization Techniques, Rosemary E. Alden Jan 2025

Smart Homes, Grids, And Electric Vehicles Large-Scale Integration Studies Employing Machine Learning And Optimization Techniques, Rosemary E. Alden

Theses and Dissertations--Electrical and Computer Engineering

Residential digital twins are fundamental to the smart grid transition, and thus, must be both accurate and representative of existing homes and scalable for large distribution systems. Within this dissertation, new machine learning (ML) and physics-based methodologies are applied to the major individual residential loads, energy storage devices, and resources in the US to develop computationally efficient digital twins and new optimal control strategies for the virtual power plant (VPP) concept. Big data from experimental field demonstrations with dedicated metering, thousands of residential smart meter profiles, and large national human behavior surveys are employed to develop ultra-fast scalable residential load …


Behavioral And Physiological Responses Of Heifers With No Prior Exposure And Those Adapted To Grazing Endophyte-Infected Tall Fescue, Tyler A. Purvis Jan 2025

Behavioral And Physiological Responses Of Heifers With No Prior Exposure And Those Adapted To Grazing Endophyte-Infected Tall Fescue, Tyler A. Purvis

Theses and Dissertations--Animal and Food Sciences

Data from year one of a three-year experiment was used to determine behavioral and physiological responses of heifers adapted to grazing endophyte-infected fescue (E+TF) compared to heifers naïve to grazing E+TF. In May, yearling beef heifers from KY (n=15) and MT (n=30) were stratified by body weight, hair coat score, and disposition into nine pastures and assigned to one of three treatments: KY grazing E+ (KY-E+), MT grazing E+ (MT-E+), or MT grazing endophyte-free tall fescue (E-TF) (MT-E-). Prior to grazing, two heifers per pasture were selected to be outfitted with a RumiWatch® halter (Itin+Hoch GmbH, Liestal, Switzerland) for monitoring …


Covid-19 Risk And Crisis Communication Challenges And Opportunities: Qualitative Insights From Rural Wastewater Surveillance Partners, Savannah Tucker, Beverly May, Matthew Liversedge, Scott M. Berry, James W. Keck, Anna G. Hoover Jan 2025

Covid-19 Risk And Crisis Communication Challenges And Opportunities: Qualitative Insights From Rural Wastewater Surveillance Partners, Savannah Tucker, Beverly May, Matthew Liversedge, Scott M. Berry, James W. Keck, Anna G. Hoover

UK CARES Faculty Publications

Objectives: Understand perceptions of COVID-19 messages and information sources among rural wastewater treatment plant operators to inform context-specific communication strategies for implementing wastewater surveillance methodologies locally.

Methods: Eight employees from 7 Eastern Kentucky facilities involved in SARS-CoV-2 wastewater surveillance participated in semi-structured interviews. Respondents shared perceptions of traditional and social media COVID-19 information channels in their communities, as well as factors influencing trustworthiness of sources. Using the U.S. Centers for Disease Control and Prevention’s Crisis and Emergency Risk Communication (CERC) framework, 3 investigators conducted iterative, thematic coding of interview transcripts.

Results: Respondents’ statements most frequently related to “Be Credible,” “Be …


Floral Encounters: Examining The Role Of Experience Goods And Promoters In Specialty Cut Flower Workshops, Savannah L. Columbia Jan 2025

Floral Encounters: Examining The Role Of Experience Goods And Promoters In Specialty Cut Flower Workshops, Savannah L. Columbia

Theses and Dissertations--Agricultural Economics

This thesis provides insight for any farmer interested in agritourism, specifically, specialty cut flower workshops, by investigating consumer behavior related to specialty cut flower workshops as an experience good. It investigates which experience good cues may be important for a consumer’s decision-making process. It introduces a Specialty Cut Flower Workshop Experience Map, which explains how potential participants move from first learning about a specialty cut flower workshop to their long-term behaviors as consumers. These findings help to provide marketing support for smaller-scale specialty crop farmers, specifically, specialty cut flower farmers.


Examining The Role Of Peer And Family Belongingness In The Mental Health Of Black Lgbtq+ Youth, Keith J. Watts, M. Alex Wagaman, Andrew D. Eaton, Vivian W. Y. Leung, Shelley L. Craig Jan 2025

Examining The Role Of Peer And Family Belongingness In The Mental Health Of Black Lgbtq+ Youth, Keith J. Watts, M. Alex Wagaman, Andrew D. Eaton, Vivian W. Y. Leung, Shelley L. Craig

Social Work Faculty Publications

A sense of belonging to familial and peer networks is crucial for the mental health of LGBTQ + youth. Black LGBTQ + youth report feeling rejected and isolated due to their sexual and/or gender identities. Utilizing linear regression analyses, this study explored the relationship between peer and family belongingness and levels of depression, anxiety, and self-rated mental health among 181 Black LGBTQ + youth in the United States and Canada. Findings suggest that family and peer belongingness are important factors in Black LGBTQ + youth’s mental health and warrant further study into the protective nature of peer and family relationships …


Environmental Health Priorities In Rural Public Health Departments: Perspectives From Health Agency Directors, Michelle Rastegar Jan 2025

Environmental Health Priorities In Rural Public Health Departments: Perspectives From Health Agency Directors, Michelle Rastegar

Theses and Dissertations--Public Health (M.P.H. & Dr.P.H.)

Rural communities are staffed by environmental health practitioners with less formal public health training and fewer years of public health experience. The literature on environmental health program implementation in rural communities is incomplete and specifically misses the perspectives of those charged with developing and fielding such programs. The purpose of this paper is to gather and report the insights of three rural local public health department leaders regarding the challenges, opportunities and stakeholders for implementing environmental health programs. Using purposive sampling of faculty community partners, three rural Kentucky local health department directors were recruited to participate in the study. After …


Promoting Physical Activity (Pa) Among Latinas In Fayette County, Ky, Vanessa Diaz Mph Jan 2025

Promoting Physical Activity (Pa) Among Latinas In Fayette County, Ky, Vanessa Diaz Mph

Theses and Dissertations--Public Health (M.P.H. & Dr.P.H.)

In the United States, the prevalence of overweight and obesity continues to rise at a disproportionate rate that is greatly affecting Latinas. This paper outlines the implementation of an adapted version of Fe en Acción, a faith-based evidence-based physical activity (PA) intervention that was initially implemented in San Diego, CA. The program targets Latinas in Fayette County, KY through culturally tailored, faith-based PA classes held at local Catholic churches. By using promotoras– health promoters– the program works to increase self-efficacy and social support while promoting sustainable behavior change. Key adaptations include a reduction in class frequency (four times a week), …


A Case Study In Program Evaluation: Evaluation Of A Community Program To Increase Rates Of Physical Activity, Emma Hughes Jan 2025

A Case Study In Program Evaluation: Evaluation Of A Community Program To Increase Rates Of Physical Activity, Emma Hughes

Theses and Dissertations--Public Health (M.P.H. & Dr.P.H.)

Bourbon County faces rates of obesity and levels of physical inactivity that are at, or worse, than the Kentucky state average. The Bourbon County Health Department (BCHD) has prioritized addressing these issues and received funding from a private foundation to do so. Collaboration with the University of Kentucky and additional funding from UK Healthcare (UKHC) will support these efforts to improve the rates of regular physical activity, raise awareness of the negative health impacts of inactivity, and increase access to safe places to exercise. The BCHD developed a 6-month program that involves several interventions aimed at increasing the percent of …


We Know The Odds Aren't Ever In Our Favor: Toward An Understanding Of White Privilege Deprivation Amongst Black Individuals And The Initial Validation Of The White Privilege Deprivation Scale, Jennifer Burris Jan 2025

We Know The Odds Aren't Ever In Our Favor: Toward An Understanding Of White Privilege Deprivation Amongst Black Individuals And The Initial Validation Of The White Privilege Deprivation Scale, Jennifer Burris

Theses and Dissertations--Educational, School, and Counseling Psychology

Social science scholarship acknowledges that disparities affecting Black people in the United States are rooted in historical race-based oppression (Black & Stone, 2005; Borell, Barnes, & McCreanor, 2018; Harrell, 2000; Mills, 1997). Yet little is understood about the ways Black people psychologically experience being denied the social privileges conferred upon Whites (i.e., White privilege). The belief that White privilege exists, along with the perceptions that Black people as a group are systematically deprived of benefits conferred upon Whites, could expose Black people to negative psychological and psychosocial experiences. As such, White privilege deprivation (the belief one is denied the social …


Examining The Psychometric Properties Of The Classroom Whiteness Scale (Claws) Through Rasch Partial Credit Analysis, Jaylene T. Patterson Jan 2025

Examining The Psychometric Properties Of The Classroom Whiteness Scale (Claws) Through Rasch Partial Credit Analysis, Jaylene T. Patterson

Theses and Dissertations--Educational, School, and Counseling Psychology

This pilot study examines how whiteness manifests in K-12 classrooms by developing and evaluating the Classroom Whiteness Scale (ClaWS), an instrument designed to assess in-service teachers’ salience and engagement with whiteness-informed practices. ClaWS consists of 21 items across two subscales: one measuring the salience of whiteness-related beliefs in teachers’ pedagogical decisions and the other capturing the frequency of these practices in classroom settings. Rooted in critical whiteness studies, the scale operationalizes key dimensions of whiteness, including ethnocentric monoculturalism, white standardization, white silence, right to comfort, white saviorism, and colorblind racial ideology.

Using Rasch Partial Credit Model (RPCM) analysis, this study …


Forage News [2025-08], University Of Kentucky Jan 2025

Forage News [2025-08], University Of Kentucky

Forage News

No abstract provided.


Forage News [2025-05], University Of Kentucky Jan 2025

Forage News [2025-05], University Of Kentucky

Forage News

No abstract provided.


“A Safe Place”: Exploring Black Couples’ Perceptions Of Black Love And Relationship Coping In The Context Of Their Lived Experiences With Racism, Melinda Murdock Jan 2025

“A Safe Place”: Exploring Black Couples’ Perceptions Of Black Love And Relationship Coping In The Context Of Their Lived Experiences With Racism, Melinda Murdock

Theses and Dissertations--Family Sciences

Historically, Black couples have not been studied within the context of their lived experiences as it relates to the effects of racism on relationship health. Only in the last decade have relationship scholars begun to consistently link racism-related stressors to relationship processes and outcomes. Despite the growing literature, recent studies are primarily quantitative in method and rely on samples, theoretical models, and measures that predominantly represent White couples’ experiences. It remains unclear how Black couples’ perceptions of love and relationship coping lead to resilient outcomes despite the negative effects of racism.

Therefore, the goal of the present study is to …


Voltage And Var Control And Real-Time Digital Simulator-Based Protection System Testing For Power Distribution Systems, Gaurav Yadav Jan 2025

Voltage And Var Control And Real-Time Digital Simulator-Based Protection System Testing For Power Distribution Systems, Gaurav Yadav

Theses and Dissertations--Electrical and Computer Engineering

Rising power demand calls for electric distribution systems to manage peak load. One option is reducing feeder voltage, which lowers voltage-dependent load demand and may also reduce energy usage. The technique, known as Conservation Voltage Reduction (CVR), may operate independently or within a volt/var control system. This dissertation examines CVR factor calculation using measurements collected at the substation, and proposes a curve-fitting and artificial neural network method to estimate active power losses using input active power, reactive power, and substation voltage. As utilities integrate more inverter-based resources (IBRs) to support increasing demand, rapid voltage fluctuations arise due to the intermittent …


Current Practices In Training Paraeducators: A Literature Review, Rebekah Pearson Jan 2025

Current Practices In Training Paraeducators: A Literature Review, Rebekah Pearson

Theses and Dissertations--Early Childhood, Special Education, and Counselor Education

I conducted a brief literature review to examine current practices for training paraeducators in school settings. I reviewed literature published after 2010 using an online database. Using an author-made inclusion criterion, 13 articles were considered for review. Findings suggest that behavior skills training (BST), brief performance feedback, didactic training, and a strategy instruction framework are currently being used to train paraeducators. These trainings have yielded positive results in increasing desired paraeducator behaviors. I conclude by discussing the limitations and directions for future research.


Influence Of Naturalistic Language Intervention On Child Communication And Engagement, Olivia R. Abate Jan 2025

Influence Of Naturalistic Language Intervention On Child Communication And Engagement, Olivia R. Abate

Theses and Dissertations--Early Childhood, Special Education, and Counselor Education

The purpose of this study is to parallel naturalistic instructional contexts that often occur during caregiver-child interactions (e.g., one-to-one arrangement during play) to learn more about how children respond when prompting is introduced compared to responsive interaction strategies alone or with environmental arrangement strategies. This exploratory study was designed to evaluate the potential differential effects within an ATD, comparing RI alone, RI + EA, and RI + MP on joint engagement, communication acts, and interfering behaviors. This study is ongoing and lacks results for communication acts. Preliminary results supported and contradicted aspects of the hypothesis: joint engagement would occur at …


Impacts Of School-Based Agricultural Education On The Resilience Of Senior Appalachian High School Students Living In Economically Disadvantaged Counties In Kentucky And Virginia, Ruth D. Toole Jan 2025

Impacts Of School-Based Agricultural Education On The Resilience Of Senior Appalachian High School Students Living In Economically Disadvantaged Counties In Kentucky And Virginia, Ruth D. Toole

Theses and Dissertations--Community & Leadership Development

Students in Central Appalachia, particularly those in economically disadvantaged (ED) counties, may face unique risks related to their geographic and socioeconomic circumstances. However, school-based and youth development programs have been shown to foster resilience among youth. This convergent mixed-methods study aimed to explore whether involvement in School-Based Agricultural Education (SBAE) can enhance youth resilience. Data were collected through a resilience questionnaire and semi-structured focus group interviews, which were analyzed, interpreted, and integrated to uncover key findings. Results indicated that participants living in ED areas exhibited relatively high resilience scores. Focus group discussions revealed that, despite the challenges they face, participants …


Astrovascular Decoupling In Awake 5×Fad Mice Is Associated With Reduced Astrocytic Calcium, Ruei-Lung Lin, Sophiya L. Sims, Nicholas A. Wright, Léopoldine B. Galopin, Blaine Weiss, Susan D. Kraner, Jacquelyn E. Rhinehart, Ting-Hsuan Lu, Pradoldej Sompol, Christopher M. Norris, Olivier Thibault Jan 2025

Astrovascular Decoupling In Awake 5×Fad Mice Is Associated With Reduced Astrocytic Calcium, Ruei-Lung Lin, Sophiya L. Sims, Nicholas A. Wright, Léopoldine B. Galopin, Blaine Weiss, Susan D. Kraner, Jacquelyn E. Rhinehart, Ting-Hsuan Lu, Pradoldej Sompol, Christopher M. Norris, Olivier Thibault

Pharmacology and Nutritional Sciences Faculty Publications

INTRODUCTION

Evidence points to dysregulated Ca2+ in neurons and astrocytes in models of amyloidosis. While most of these data were obtained in vitro or in vivo under anesthesia, less work has investigated these variables in awake ambulating mice.

METHODS

Astrocytic Ca2+ fluctuations (GCaMP8f) were imaged concomitantly with vasoreactivity in S1 on a two-photon microscope during rest and ambulation. Single-cell resolution variables were extracted using continuous wavelet transform and traditional ΔF/F measures.

RESULTS

Along with increases in amyloid beta (Aβ) accumulation, we found significant reductions in measures of astrocyte functional connectivity, pairwise correlations, and network synchronicity in older 5×FAD …


A Framework For Ai Implementation In Construction: Use Cases, Challenges, And Benefits For Contractors, Jaqueline De Aquino Leite Gomes Jan 2025

A Framework For Ai Implementation In Construction: Use Cases, Challenges, And Benefits For Contractors, Jaqueline De Aquino Leite Gomes

Theses and Dissertations--Civil Engineering

The construction industry is one of the most important sectors that contribute to the economy worldwide, but it has been very slow in adopting digital transformation. Artificial Intelligence is the backbone of digital innovation, and it can help solve inefficiencies, improve safety, and enhance decision-making in construction. This thesis reviews 85 academic papers, identifies 354 AI use-cases, 180 benefits, and 173 challenges. Key findings have looked at the role of AI in safety monitoring, design optimization, and operational efficiency, while barriers involve data scarcity, high costs, and readiness of the workforce.

All of these challenges have one very handy framework …


Advancing Clinical Trial Readiness In White Matter Disease And Related Dementias: Key Steps For Future Research Progress, Pradoldej Sompol, Gregory A. Jicha, Jason D. Hinman, Adam M. Brickman, Steven M. Greenberg, Konstantinos Arfanakis, Marion S. Buckwalter, Irene Lorenzo Llorente, Jeff D. Williamson, Michael S. Wolf, Eric E. Smith, Aditi Gupta, Margaret E. Flanagan, Miguel A. Vazquez, Jeffrey M. Burns, S. Thomas Carmichael, Frank C. Barone Jan 2025

Advancing Clinical Trial Readiness In White Matter Disease And Related Dementias: Key Steps For Future Research Progress, Pradoldej Sompol, Gregory A. Jicha, Jason D. Hinman, Adam M. Brickman, Steven M. Greenberg, Konstantinos Arfanakis, Marion S. Buckwalter, Irene Lorenzo Llorente, Jeff D. Williamson, Michael S. Wolf, Eric E. Smith, Aditi Gupta, Margaret E. Flanagan, Miguel A. Vazquez, Jeffrey M. Burns, S. Thomas Carmichael, Frank C. Barone

Pharmacology and Nutritional Sciences Faculty Publications

White matter disease, a broad-spectrum term that covers various types of white matter lesions and degeneration, is strongly related to age-related neurodegenerative disorders including Alzheimer’s disease (AD), and vascular contributions to cognitive impairment and dementia (VCID) and Alzheimer’s related dementias (ADRD). There is no specific treatment for white matter disease. Therefore, basic research and clinical studies are essential for future outcomes. Since its formation in 2020, the Albert Research Institute for White Matter and Cognition (ARIWMC) mission has been to support white matter research by providing a forum for communication where basic and clinical scientists meet to discuss and debate …


Ex Vivo Single-Molecule Analysis Of Ryanodine Receptor 2 Assembly In Cardiac And Neuronal Tissue, Qianye Yin, Christopher I. Richards Jan 2025

Ex Vivo Single-Molecule Analysis Of Ryanodine Receptor 2 Assembly In Cardiac And Neuronal Tissue, Qianye Yin, Christopher I. Richards

Chemistry Faculty Publications

Understanding receptor assembly is critical for elucidating the mechanisms underlying their function and regulation in physiological processes. While traditional in vitro single-molecule studies rely on isolating proteins from heterologous expression systems, they often fail to capture the in vivo physiological complexity involved in the organization and assembly of cell surface proteins. This protocol employs Total Internal Reflection Fluorescence Microscopy (TIRFM) to study GFP-tagged Ryanodine Receptor 2 (RyR2) molecules encapsulated within nanoscale vesicles. These vesicles, generated from organs rapidly extracted from the animal, effectively provide a snapshot of the receptor's assembly state at the time of extraction, enabling detailed analysis of …


New Insights Into The Ovulatory Process In The Human Ovary, Misung Jo, Mats Brännström, James W. Akins, Thomas E. Curry Jan 2025

New Insights Into The Ovulatory Process In The Human Ovary, Misung Jo, Mats Brännström, James W. Akins, Thomas E. Curry

UK CARES Faculty Publications

BACKGROUND: Successful ovulation is essential for natural conception and fertility. Defects in the ovulatory process are associated with various conditions of infertility or subfertility in women. However, our understanding of the intra-ovarian biochemical mechanisms underlying this process in women has lagged compared to our understanding of animal models. This has been largely due to the limited availability of human ovarian samples that can be used to examine changes across the ovulatory period and delineate the underlying cellular/molecular mechanisms in women. Despite this challenge, steady progress has been made to improve our knowledge of the ovulatory process in women by: (i) …


Evaluating Experiential Learning In Undergraduate Agricultural Education: A Content Analysis Of Course Syllabi From A College Of Agriculture, Tyler Newberry Jan 2025

Evaluating Experiential Learning In Undergraduate Agricultural Education: A Content Analysis Of Course Syllabi From A College Of Agriculture, Tyler Newberry

Theses and Dissertations--Community & Leadership Development

This study evaluated the presence and depth of experiential learning within undergraduate course syllabi from the Martin-Gatton College of Agriculture, Food, and Environment. Through a content analysis of 41 syllabi across five academic majors, the study examined how course objectives and assignments aligned with Kolb’s Experiential learning cycle (1984), Webb’s depth of knowledge (1997), and Joplin’s Mini to maxi Scale (1981). A structured coding instrument was used to quantify the frequency of learning elements across these three frameworks. The findings revealed that Abstract Conceptualization and Reflective Observation were the most common stages in both objectives and assignments, while Concrete Experience …


Clinicians Perspective On The Implementation Of Person-Centered Care In Persons With Aphasia, Carmen S. Alderman Jan 2025

Clinicians Perspective On The Implementation Of Person-Centered Care In Persons With Aphasia, Carmen S. Alderman

Theses and Dissertations--Communication Sciences and Disorders

This paper examines speech-language pathologist perspective on implementing person-centered care for persons with aphasia. Person-centered care is based on the social model, which emphasizes the importance of including the client. The survey addressed clinicians’ use of person-centered care related to collaborative goal setting and treatment planning, as well as facilitators and barriers to implementing person-centered care for individuals with aphasia based on the view of practicing clinicians across a variety of settings. The results indicated most speech-language pathologists have heard of person-centered care, understand the importance of involving clients in goal setting, ask clients about their preferences when setting goals, …


Exploring Early Childhood Educators’ Perceptions Of Lockdown Drills: Preparedness, Training Needs, And The Balance With Social-Emotional Development, Juniper Alaska Brewer Jan 2025

Exploring Early Childhood Educators’ Perceptions Of Lockdown Drills: Preparedness, Training Needs, And The Balance With Social-Emotional Development, Juniper Alaska Brewer

Theses and Dissertations--Early Childhood, Special Education, and Counselor Education

The purpose of this study was to evaluate early childhood educators’ perceptions of lockdown drills. It assessed feelings of preparedness, perceived training needs, and balancing safety protocols with children's social-emotional development. A multi-methods online survey was distributed to 13 early childhood educators and students in the Interdisciplinary Early Childhood Education (IECE) field, collecting both quantitative and qualitative responses via Qualtrics.

Survey data showed educators strongly agreed drills prepare them for emergencies (average 4.46/5) and generally agreed drills prepare children (4.08/5), though responses were more neutral about reducing educator anxiety (3.77/5). Only one participant reported occasional training; most (7 of 13) …


Exploiting Artificial Intelligence And Optimization For Smart Agriculture, Jackson K. Butcher Jan 2025

Exploiting Artificial Intelligence And Optimization For Smart Agriculture, Jackson K. Butcher

Theses and Dissertations--Computer Science

Dynamic integration of Cyber-Physical Systems (CPS) and Artificial Intelligence (AI) has become a vital component for unlocking the potential of smart agriculture. Currently, limitations such as limited computational resources, poor network connectivity, and rigid treatment strategies stifle optimal agricultural outcomes. This creates a challenge of leveraging the capabilities of modern artificial intelligence to combat the natural and artificial constraints of the smart agriculture environment. The primary contribution of this thesis is the development of frameworks to alleviate the overhead data and computational demand for AI within smart agriculture settings. The first framework, iCrop+, utilizes TinyML and LoRa to guarantee high-precision …


Biomedical Relation Extraction In The Era Of (Large) Language Models, Yuhang Jiang Jan 2025

Biomedical Relation Extraction In The Era Of (Large) Language Models, Yuhang Jiang

Theses and Dissertations--Computer Science

Biomedical relation extraction is a key task in information extraction supporting downstream applications such as knowledge discovery, information retrieval, and question answering. As such, improvements in relation extraction (RE) are expected to have major implications for other information needs in biomedicine. In this dis- sertation, we pursue biomedical relation extraction in several advanced settings with recent advances in large language models (LLMs) and retrieval augmented generation (RAG). First, we address an important slot filling task on social media that arose during the Covid-19 pandemic, using the idea of continuous prompts with encoder models. Next, we handle a tricky dynamic n-ary …