Digital Commons Network^™

Scalable Transactions In Decentralized Networks, Zachary M. Painter

Graduate Thesis and Dissertation 2023-2024

The study of shared memory concurrency is extensive. There exist many state-of-the-art strategies for dealing with fundamental concurrency problems, such as race conditions or deadlocks, to leverage massive performance boosts out of modern multiprocessors. With the introduction of blockchain technology as a popular financial tool, we observe many decades-old concurrency problems re-emerge within the context of decentralized networks. These challenges introduce additional constraints, such as the lack of hardware atomic instructions like Compare-And-Swap, or the potential for malicious clients to join the network. In this dissertation, we propose key algorithms which adapt knowledge from the domain of shared memory concurrency …

The Role Of Adiponectin In Gustatory Perception Of Fat, Fangjun Lin

Graduate Thesis and Dissertation 2023-2024

Taste is a major driving force that influences food choice and dietary intake. Animals' taste abilities vary due to genetics, sex, age, and hormonal status. There is evidence that several appetite-regulating hormones can modulate gustatory detection of fat, and this hormonal modulation of fat taste likely influences food palatability and selection, thereby altering fat intake. Adiponectin is a key metabolic hormone predominantly released from adipose tissue, which enhances insulin sensitivity and stimulates glucose and fatty acid metabolism. Adiponectin receptors are highly expressed in the taste system, indicating that adiponectin signaling may play an important role in the modulation of gustatory …

Sexual Assault Victimization In Virtual Worlds, Narim Lee

Graduate Thesis and Dissertation 2023-2024

The current dissertation investigated sexual assault victimization in virtual worlds – environments, where individuals engage through avatars, offering a deep level of immersion and interactivity. As the usage of these virtual spaces grows, so does the concern for negative experiences that mirror the sexual assault encountered in the physical world. Despite this, there is a notable gap in the quantitative analysis of virtual sexual assault (VSA) victimization. This research aimed to fill this void by exploring the prevalence of VSA victimization over the previous year and identifying potential predictors of VSA victimization through the lens of cyberlifestyle-routine activity theory. To …

Globalizing Tele-Support Coaching: Exploring The Impact Of Online Adaptations Of Practice-Based Coaching For Special Education Teachers And Related Personnel, Danica Tania Moise

Graduate Thesis and Dissertation 2023-2024

The global prevalence of autism spectrum disorder (ASD) presents significant challenges, particularly in low- and middle-income countries (LMIC) where there is a lack of trained professionals, limited access to evidence-based practices, and insufficient government support. This dissertation explores the potential of technology-based interventions to bridge the knowledge gap and improve the quality of services for children with ASD in LMIC.

The first chapter provides an overview of the current landscape of educator preparatory programs and highlights the limitations of traditional clinical experiences in preparing special education teachers and related personnel. It introduces the Tele-Support Coaching Framework (TCF) as a promising …

Evidence Of Positive Associations Between Intertidal Shoreline And Subtidal Seagrass Communities In A Subtropical Ecotone, Gabriel Benson

Graduate Thesis and Dissertation 2023-2024

Fringing seagrass beds are important components of coastal ecotones. Their association with shoreline morphology and shoreline restoration, however, is poorly understood. We combined GIS analyses with field-based monitoring to better understand intra-ecotone associations between shorelines and fringing seagrass beds. Using GIS analyses of aerial imagery, shoreline characterization models, and seagrass coverage models, the relationship between shoreline morphology, erosion, and fringing seagrass persistence was examined in Mosquito Lagoon, FL between 2011 and 2021. For the field-based portion of the study, fringing seagrass beds growing adjacent to restored, living shoreline segments were monitored throughout the 2023 growing season (March – November). All …

What Fishing Tackle Should I Bring Today?: Safety Harbor Resource Collection Tools As Adaptations To Aquatic Environments, Richard J. Davis Iii

Graduate Thesis and Dissertation 2023-2024

This thesis reports on the results of research conducted to determine whether technological adaptations to local environmental conditions can be observed through geospatial and artifact analysis of Safety Harbor collections from the Tampa Bay region of Florida. Past artifact and spatial analysis did not take advantage of modern technological advancements when studying how human-environmental interactions can influence certain adaptations to local conditions. In this project, GIS was used to reconstruct local aquatic environmental conditions of waterways adjacent to Safety Harbor sites. New statistical software programs have also proven themselves useful to archaeologists seeking to conduct hypothesis testing of artifact data. …

Sectarianism And Elite Strategies In Fueling Conflict: Evidence From Iraq Under Saddam Hussein And Nouri Al Maliki, Mohammed Al Awwad

Graduate Thesis and Dissertation 2023-2024

What contributes to sectarian conflict? Some existing literature essentializes sectarian identities and blames ancient hatred between different groups as the cause of conflict, this thesis argues that sectarian conflict occurs when sectarianism is politically employed by elite actors facing state weakness. The proposed theory suggests that a drop in state capacity regardless of the cause, can motivate political elite actors to instrumentalize the salience of sectarian identities as a form of either repression or cooptation targeting the sectarian outgroup for the purposes of regime survival. The theoretical claims in this study are examined using a qualitative comparative case study analysis …

Building Better Homes For Pollinators: How Native Plants Benefit Pollinator Communities In Suburban Landscapes, Mykayla Hagaman

Graduate Thesis and Dissertation 2023-2024

Pollinators provide key ecological services. With one-third of our global food production dependent on pollinators, maintaining healthy pollinator communities is vital. Bees are the most pervasive and effective pollinator species, yet are currently declining worldwide, with the main cause linked to habitat loss. To combat this decline, researchers are turning to suburban landscapes to aid in pollinator conservation. Incorporating native plants into suburban landscapes has been shown to benefit pollinators. However, there is a lack of information on how different landscape designs and growing conditions influence pollinator communities. To better understand whether native plants can effectively improve suburban pollinator habitats, …

From Crisis To Classroom: Evaluating Academic Success In Vulnerable Populations During The Covid-19 Emergency Education Era, Jake Novak

Graduate Thesis and Dissertation 2023-2024

This study investigated school closures' impact on students from vulnerable populations in elementary classrooms. The research places an emphasis on the importance of an equitable and effective educational system in every community. It highlights the role of formal education in providing opportunities for social advancement and promoting the development of individuals and nations. The impact of the COVID-19 Emergency on access to quality education and the challenges and inequities faced by vulnerable populations are emphasized. This research also discusses the Sustainable Development Goals (SDGs) established by the United Nations in 2015 to ensure inclusive and equitable education for all children …

Impacts Of Professional Development On Elementary Mathematics Teachers' Implementation Of Cognitively Demanding Tasks, Maria Porras Monroy

Graduate Thesis and Dissertation 2023-2024

This study provided insight into the impact a professional development series on cognitively demanding tasks had on teachers’ identification and implementation of tasks, as well as, determined which aspects of the professional development were beneficial to participants’ understanding of cognitively demanding tasks. The professional development included five sessions and was centered on the Instructional Quality Assessment (IQA) Potential of the Task and Implementation of the Task Rubrics (Boston et al., 2019). As part of the study, participants submitted tasks and student artifacts pre and post professional development. The investigation included an analysis of tasks, student artifacts, and a thematic analysis …

Towards Sparse Imu Sensor-Based Estimation Of Walking Kinematics, Joint Moments, And Ground Reaction Forces In Multiple Locomotion Modes Via Deep Learning, Md Sanzid Bin Hossain

Graduate Thesis and Dissertation 2023-2024

Acquiring joint kinematics, joint moments, and ground reaction forces (GRFs) during walking is essential for assessing disease progression and health monitoring during rehabilitation. However, spatial and temporal constraints, expert processing, and high costs limit the current gold standard methods, such as optical motion capture systems and floor-embedded force plates. Experts have suggested wearables with machine learning methods to address this issue, but their large sensor count renders them impractical for daily use, and the use of generic algorithms limits their accuracy. As a result, learning kinematics and kinetics in everyday life outside of laboratory settings is challenging. Thus, there is …

Examining The Impact Of A Video Review Guide On Robotic Surgical Skill Improvement, Mary Mansour Soliman

Graduate Thesis and Dissertation 2023-2024

Surgical education has the arduous task of providing effective and efficient methods of surgical skill acquisition and clinical judgment while staying abreast with the latest surgical technologies within an ever-changing field. Robotic surgery is one such technology. Many surgeons in practice today were either never taught or were not effectively taught robotic surgery during training, leaving them to navigate the robotic learning curve and reach mastery independently. This dissertation examines the impact of a video review guide on improving robotic surgical skills. Using Kolb’s Experiential Learning Theory as a framework, the literature review argues that video review can be used …

Work Motivation And Occupational Attitudes: An Application Of Self-Determination Theory Among Rangers, Richard L. Elligson Jr

Graduate Thesis and Dissertation 2023-2024

Job attitudes of rangers play a key role in the implementation and effectiveness of conservation initiatives. As such, scholars have begun to examine the attitudes rangers hold towards their role, organization, and external working environment. However, little is known about work motivation among rangers. Work motivation is a key predictor of employee performance, job attitudes, and well-being. The relationship between work motivation and ranger occupational attitudes may offer insight that conservation agencies can leverage to improve positive job attitudes. Guided by self-determination theory and the criminal justice literature, this study examines the relationship between ranger work motivation and attitudes towards …

Youth Mental Health First Aid Training: Exploring Implementation Factors Of Delivering Training In Florida Schools, Lakaysia Smith

Graduate Thesis and Dissertation 2023-2024

To address the concern of school violence and mental health, the state of Florida implemented a statewide mandate requiring school personnel to be trained in strategies to identify and respond to the mental health needs of students. Existing research supports the effectiveness of Youth Mental Health First Aid (YMHFA), the training program selected by the Florida Department of Education to implement in public schools. To date, limited research has explored the implementation experiences of YMHFA trainers. This qualitative descriptive study explored trainers’ experiences implementing YMHFA within school settings. Semi-structured interviews were conducted with 18 YMHFA trainers employed in Florida public …

Frontal Plane Hip Strength Of Female Collegiate Soccer Players: Impact Of Training Load And Seasonal Variation, Maxine Furtado Mesa

Graduate Thesis and Dissertation 2023-2024

Movements in the frontal plane, such as accelerations, cutting, and kicking, are common in soccer. This abstract focuses on isometric strength testing of hip adductors and abductors and its relationship to athletic performance and soccer-specific training. The first study evaluates the test-retest reliability of handheld dynamometry in measuring hip adductor and abductor isometric strength using various positions and fixation methods in females. The results demonstrate good reliability under all conditions, with the standing position without belt fixation being the most optimal for assessments. These findings provide guidance for clinicians and researchers in selecting the best conditions for frontal plane isometric …

Examining Factors Associated With Secondary Trauma Through Lived Experiences Of K-12 School Leaders And Their Impact On School Leadership Practices., Shakelia M. Henderson

Graduate Thesis and Dissertation 2023-2024

This dissertation delves into the intricate examination of factors associated with secondary trauma as experienced by K-12 urban school leaders and the subsequent influence on their leadership practices. A primary objective of this research is to comprehend the contributing factors leading to post-traumatic growth among school leaders while also investigating their perceptions of the school district's role in fostering this growth. Set within an urban school district, this study focuses explicitly on Title 1 schools, where the impact is expected to be pronounced. Existing literature highlights a dearth of knowledge regarding the nuanced effects of secondary trauma on school leaders, …

Efficient And Effective Deep Learning Methods For Computer Vision In Centralized And Distributed Applications, Matias Mendieta

Graduate Thesis and Dissertation 2023-2024

In the rapidly advancing field of computer vision, deep learning has driven significant technological transformations. However, the widespread deployment of these technologies often encounters efficiency challenges, such as high memory usage, demanding computational resources, and extensive communication overhead. Efficiency has become crucial for both centralized and distributed applications of deep learning, ensuring scalability, real-world applicability, and broad accessibility. In distributed settings, federated learning (FL) enables collaborative model training across multiple clients while maintaining data privacy. Despite its promise, FL faces challenges due to clients' constraints in memory, computational power, and bandwidth. Centralized training systems also require high efficiency, where optimizing …

A Multiscale Meshless Method For Simulating Cardiovascular Flows, Kyle Beggs

Graduate Thesis and Dissertation 2023-2024

The rapid increase in computational power over the last decade has unlocked the possibility of providing patient-specific healthcare via simulation and data assimilation. In the past 2 decades, computational approaches to simulating cardiovascular flows have advanced significantly due to intense research and adoption of methods in medical device companies. A significant source of friction in porting these tools to the hospital and getting in the hands of surgeons is due to the expertise required to handle the geometry pre-processing and meshing of models. Meshless meth- ods reduce the amount of corner cases which makes it easier to develop robust tools …

The Effects Of Sexual Assault On Identity And Interpersonal Relationships Among Male And Female Victims, Ishara Jean-Francois

Graduate Thesis and Dissertation 2023-2024

The current study aimed to examine the effect of sexual assault on identity and interpersonal relationships. Although previous studies have examined the connection between sexual assault and interpersonal relationships following assault, there is a lack of research that examines possible gender differences. Further, the effect of sexual assault on identity has been understudied. Male victims are less likely to report their assault for various reasons. Therefore, it is important to focus on this demographic so their stories and experience do not go untold, and they can get the proper help and resources. College students (N= 505) completed an anonymous online …

The Color Of Disease: Race Science, Pandemic Influenza, And The Rise Of Epidemiology In The Segregated South, Andrew Kishuni

Graduate Thesis and Dissertation 2023-2024

This thesis evaluates the relationship between race science and eugenics, statistical epidemiology and Southern public health thought, African American health, and the 1918-1920 influenza pandemic. Historians have neglected the flu as an important epidemiological event in Southern history and historiography. To demonstrate the significance of the flu, this thesis makes several arguments based on research from new qualitative and quantitative evidence. The chief argument is that African Americans suffered disproportionately compared to whites in the South, challenging the consensus that the flu affected both races equally. Segregation did not protect African Americans from the flu. In some cases, African Americans …

Do Generalist-Pollinated Plants Exhibit Pollination Syndromes? Examination Of Floral Size, Shape, Color, And Scent On Pollinator Services To Wild Sunflowers (Helianthus), Charles A. Pitsenberger Ii

Graduate Thesis and Dissertation 2023-2024

Traditional pollination syndromes group angiosperms into categories based on how floral traits impact the functional group of pollinator most associated with those traits. The concept, while well supported for specialist-pollinated plants, is a poor predictor of pollinator identity in generalist systems, such as those common to the family Asteraceae. One potential avenue for future refinement of the concept is the combination of large floral trait datasets, quantitative pollinator data, and phylogenetic comparative methods. Helianthus is a well-studied genus of North American aster whose species include the agriculturally significant H. annuus, which represents the third largest oilseed crop globally. The genus …

Adapting Models For Florida’S Public Secondary Schools: A Case Study Of Collegiate Writing Centers, Erin M. Shorthill

Graduate Thesis and Dissertation 2023-2024

While working for four years in a college writing center, often with dual enrolled high school students, I began asking myself why our local high schools do not have writing centers of their own. The effectiveness of writing centers in helping students advance their critical thinking and written communication skills is well documented, and yet students of diverse geographical locations and socio-economic status often arrive at college under-prepared for the rigor of academic written discourse. Employing a combination of institutional analysis and constructivist grounded theory, I conducted case studies on three Florida college writing centers, focusing on staffing models, training …

Visual Experience Enhancement In Augmented Reality Displays, Qian Yang

Graduate Thesis and Dissertation 2023-2024

In the dynamic arena of display technology, augmented reality (AR) displays represent a pivotal advancement, seamlessly bridging the digital and physical worlds. This dissertation delves into the realm of AR display technologies, spotlighting the challenges and limitations of current systems, including transparent and near-eye displays, and proposes innovative solutions to enhance user experience and display performance. With a focus on overcoming issues such as diffraction-induced image blur, the trade-off between resolution and field of view (FoV) in near-eye displays, and FoV constraints in waveguide-based displays, this research introduces new evaluation methods, optimization techniques, and system designs. First, the dissertation presents …

Students' Perceptions Of Hospitality And Tourism Internships On Career Pathways: Transformational Versus Transactional Internships, Jessica L. Wickey

Graduate Thesis and Dissertation 2023-2024

Internships provide a platform for students to apply theoretical knowledge in a practical setting and to gain hands-on experience (Simons et al., 2012). Moreover, internships can help students build networks and connections within their chosen industry, which can later prove valuable in their career development. This qualitative exploratory study investigated students' perceptions of their hospitality and tourism internships on how they perceive their career pathways after completing an internship in a four-year degree program. For this study, a group of Junior and Senior hospitality and tourism university students from a major university were interviewed. The researcher utilized a phenomenological approach …

Cultivating Green Public Spaces And Backyard Gardens Amid Covid-19: An Anthropological Study Of Metro-Orlando Gardeners, Chelsea N. Daws

Graduate Thesis and Dissertation 2023-2024

This dissertation critically analyzes home and community gardens within Metro-Orlando by considering the ways that the COVID-19 pandemic impacts residents' garden participation and access to green public spaces. The study utilizes an ethnographic approach to produce informed understandings of participants' experiences within local gardens, alternative food networks, and community supported agriculture analyzed using Marxian theoretical frameworks. Findings are primarily grounded in qualitative information derived from interviews, participant observation, and photovoice. Data were collected both prior to the global COVID-19 outbreak and over subsequent months of lockdown and public health mitigation measures. Primarily focusing on local community garden organizers, community garden …

A Meta-Analysis Of Cannabis Research: Is There Evidence Of Lasting Neurocognitive Effects?, Mark J. Crisafulli

Graduate Thesis and Dissertation 2023-2024

Cannabis use in the United States has generally increased over the past decade as more States have legalized recreational use. In conjunction with changes to the chemical makeup, which has made available cannabis more potent, the long-term effects experienced by cannabis users may have changed, and more individuals may be effected. The current study replicated the methods used in Schreiner & Dunn (2012) and Grant et al. (2003) to conduct a meta-analysis examining the neurocognitive effects of cannabis after abstinence lasting a period of at least 25 days. Previous research has found mixed results, with some studies finding significant differences …

Giving Voice To The Voiceless: Health Communication And Female Fieldworkers In Central Florida, Sofia Salazar

Graduate Thesis and Dissertation 2023-2024

This qualitative research project examined health experiences of female agricultural workers in central Florida. Specifically, this study identified the most common physical and mental health illnesses and issues reported by female agricultural workers, their health-related decision-making processes, methods used to access health-related information, and the challenges they encounter when attempting to access health-related information, support, and services. In total, 21 interviews were conducted with women who had worked for at least one year as an agricultural worker in central Florida. The data was analyzed for emergent themes based on a codebook developed using the IDEA model as a theoretical framework. …

Addressing Challenges In Utilizing Gpus For Accelerating Privacy-Preserving Computation, Ardhi Wiratama Baskara Yudha

Graduate Thesis and Dissertation 2023-2024

Cloud computing increasingly handles confidential data, like private inference and query databases. Two strategies are used for secure computation: (1) employing CPU Trusted Execution Environments (TEEs) like AMD SEV, Intel SGX, or ARM TrustZone, and (2) utilizing emerging cryptographic methods like Fully Homomorphic Encryption (FHE) with libraries such as HElib, Microsoft SEAL, and PALISADE. To enhance computation, GPUs are often employed. However, using GPUs to accelerate secure computation introduces challenges addressed in three works.

In the first work, we tackle GPU acceleration for secure computation with CPU TEEs. While TEEs perform computations on confidential data, extending their capabilities to GPUs …

From Intent Detection To Recommendations: Leveraging Pretrained Language Models For Enhanced User Experiences, Muhammad Hasan Maqbool

Graduate Thesis and Dissertation 2023-2024

Pretrained language models have started a new era in artificial intelligence in general and natural language processing (NLP) in particular. With the advent of transformer architecture, pretrained language models are at the forefront of driving advancements in machine intelligence. Scaled dot product attention sits at the core of transformer architecture. In scaled dot product attention, each token gets a chance to attend to every other token in the context. This attention process yields the affinities or correlations that a token exhibits with other tokens, in the context. The correlation vector is normalized into a distribution, which is employed to gauge …

Validating Machine And Human Decision-Making In Forensic Fire Debris Analysis, Frances A. Whitehead

Graduate Thesis and Dissertation 2023-2024

This work presents a background on the chemical complexity of fire debris analysis, including an ever-present matrix of pyrolysis products as the catalyst that led to the creation of the National Center for Forensic Science's Fire Debris Database. A selection of these 1,000+ casework-relevant ground truth samples was used to create two newly proposed analyst workflows to connect the current method of categorical reporting with evaluative reporting practices reflective of the strength of the evidence. Both workflows use linear sequential unmasking to help mitigate bias, a discrete scoring system for quantification of the analysis, and receiver operating characteristic (ROC) curves …