Digital Commons Network^™

Music Recommendation Using Exemplars And Contrastive Learning, Tina Tran

Honors Undergraduate Theses

The popularity of AI audio applications is growing, it is used in chatbots, automated voice translation, virtual assistants, and text-to-speech translation. Audio classification is crucial in today’s world with a growing need to sort and classify millions of existing audio data with increasing amounts of new data uploaded over time. In the area of classification lies the difficult and lucrative problem of music recommendation. Research in music recommendation has trended over time towards collaborative-based approaches utilizing large amounts of user data. These approaches tend to deal with the cold-start problem of insufficient data and are costly to train. We look …

Multicolor Bipartite Ramsey Number Of Double Stars, Gregory M. Decamillis

Honors Undergraduate Theses

The core idea of Ramsey theory is that complete disorder is impossible. Given a large structure, no matter how complex it is, we can always find a smaller substructure that has some sort of order. For positive integers $n, m$, the double star $S(n,m)$ is the graph consisting of the disjoint union of two stars $K_{1,n}$ and $K_{1,m}$ together with an edge joining their centers. The $k$-color bipartite Ramsey number of $ S(n,m)$, denoted by $r_{bip}(S(n,m);k)$, is the smallest integer $N$ such that, in any $k$-coloring of the edges of the complete bipartite graph $K_{N,N}$, there is a monochromatic copy …

Religious Trauma And Identity, Kylie N. Angiel

Honors Undergraduate Theses

Religious trauma is most often the result of prolonged emotional and mental trauma, rather than a one-time occurring physical experience, which can thereby lead to complex post-traumatic stress disorder (C-PTSD). This prolonged form of trauma can have negative impacts on one’s psychological well-being and possibly one’s sense of identity. The purpose of this study was to gain a deeper understanding of how religious trauma may be related to identity development. College students (N = 223) completed an anonymous online survey battery for course credit. Scores on a measure of religious and spiritual struggles was positively correlated with identity distress and …

Health-Outcomes Related To Smartphone Use In The College Student Population: A Scoping Review, Gregory Deglomine

Honors Undergraduate Theses

Objective: A scoping review was employed to consolidate what is currently being studied and reported on concerning interactions with smartphone devices and correlated negative health-outcomes, specifically within the college student population. We are specifically concerned with this population due to the unique demands of technology use coupled with free time use of smartphone devices. Information such as study focus, study design, and summarized results are be provided within this compilation of available data. Results: The existing data findings are heavily skewed in favor of a positive correlation between smartphone use and negative health-outcomes. Sampling 17,069 total participants across 41 studies, …

Into The Activism: An Exploration Of Gen Z'S Political Participation, Nia J. Davis

Honors Undergraduate Theses

Gen Z is a considerably politically active generation. However, Gen Z differs from previous generations in their methodology, campaigning for change through both in person and digital activism. While both forms of activism are effective in their own way, digital poses a unique challenge. When people can be activists from the comfort of their phone, they become “slacktivists”. People whose activism does not contribute to any significant action outside of the internet (Serup Christensen).

Through interviews and focus groups, my documentary explores how Gen Z participates in activism, and what that means for the future of activism. After these discussions, …

The Nebulous Binaries Of C.S. Lewis' Till We Have Faces, Amantia Menalla

Honors Undergraduate Theses

Much of C.S. Lewis’ novel Till We Have Faces can be examined through one of two binaries. The tension between rationality, or reason, and spirituality, or religion, is one of the core facets of both the text and its main character, Orual. Orual feels the pull of both ideas and thus spends most of the novel in a nebulous space between them. This tension is further complicated by the space between the feminine and the masculine which she also inhabits. By covering her face and body, Orual de-emphasizes her feminine identity and takes on a masculine role, dressing as a …

Exploring The Link Between Neurocognitive Function And Long Covid: A Comprehensive Review, Dinamaris Aguilar

Honors Undergraduate Theses

The intent of this thesis is to provide an in-depth overview of the neurological manifestations associated with long COVID. The review aimed to assess the cognitive functioning symptoms associated with SARS-CoV-2 post-infection (PASC), investigate the potential mechanisms by which SARS-CoV-2 affects the nervous system, contributing to cognitive fatigue, brain fog, and cognitive dysfunction, and explore the parallels between SARS-CoV-2 and Alzheimer’s Disease. Neuroinflammation emerges as a shared element among these mechanisms, significantly impacting cognitive function. The parallels between COVID-19 and Alzheimer's Disease offer insights into how Alzheimer's affects cognition, aiding in understanding COVID-19's impact. The review underscores a notable gender …

Motivations For Retaliatory Aggression On Social Media Among Borderline Personality Endorsers, Hannah Grimes

Honors Undergraduate Theses

Social media has become a popular way of connecting with people, but it has also led to an increase in cyber aggression. Borderline Personality Disorder (BPD) is a condition that is characterized by retaliatory aggression, difficulty in interpersonal relationships, and high impulsivity. Those who endorse BPD symptoms experience unstable interpersonal relationships and struggle to maintain connections with others which can lead to problematic behaviors on social media like retaliatory aggression. Understanding the motivations behind those behaviors can help inform the experiences of the diagnosed population, mitigate problematic behaviors, and facilitate healthy social relationships. This study aims to explore the motivations …

An Investigation Of Students' Modes Of Thinking Concerning Linearity In Linear Algebra, Noa Levy

Honors Undergraduate Theses

The intent of this thesis is to investigate student approaches to linearity within a linear algebra context, focusing on definitional, computational, and theoretical skills. Linear algebra’s abstract nature constitutes a major challenge for a significant sector of STEM students, with the course often serving as undergraduates’ first encounter with mathematical proofs and extrapolations. The current student struggle is reflected through the prominent gap in knowledge derived from a lack of a concrete understanding of rudimentary concepts (like linearity), pivotal to student success. As such, this investigation aimed to bridge this gap by considering students’ modes of thinking regarding the elementary …

Healthcare Disparities Among Hypermobile Spectrum Disorder And Hypermobile Ehlers-Danlos Syndrome Patients, Brooke A. Martinez

Honors Undergraduate Theses

Hypermobile Ehlers-Danlos Syndrome (hEDS) is the most common subtype of rare connective tissue disorder called Ehlers-Danlos Syndrome (EDS). Hypermobile Spectrum Disorder (HSD) is a connective tissue disorder that presents itself similarly to hEDS. Both disorders primarily affect individuals assigned to females at birth (AFAB), and symptoms range from joint instability, musculoskeletal pain, dizziness, fatigue, depression, and anxiety. Due to many factors like lack of education or attitudes among medical professionals (MPs), receiving a diagnosis of either of these conditions can be a challenging and grueling journey for patients. An online survey was conducted and distributed over social media platforms to …

Assessment Of Quality Of Life Among Patients Undergoing Semaglutide Treatment For Weight Loss, Muhammad Sameed

Honors Undergraduate Theses

Purpose: The study aims to assess the Quality of Life (QoL) among patients undergoing semaglutide treatment for weight loss. The primary hypothesis is that patients’ QoL will improve after semaglutide treatment. This can be due to losing weight, having better physical and mental health, or due to the perceived betterment in life after treatment.

Introduction: Obesity is becoming more prevalent in America, and it has a huge effect on the person's medical conditions, life expectancy, and QoL. Though there has been a surge of treatments to deter the obesity rates in America from rising. One of the more popular and …

Palliative Care Integration Into Critical Care In People With Terminal Conditions, Arielle Westfall

Honors Undergraduate Theses

Palliative care is of value to the quality of life in people with terminal conditions when initiated early. The purpose of this literature review was to identify barriers to early initiation of palliative care consultation. The secondary purpose was to examine characteristics that prompt palliative care consultation. The TLC model of palliative care was used to explore palliative care in the critical care setting in people with terminal conditions. The concepts of the model support optimal palliative care as collaborative and comprehensive, with shared decisions made by the patient, practitioners, and loved ones. A literature review was conducted to identify …

Understanding Guardian Perceptions Of Whole-Foods Plant-Based Diets As Interventions In Pediatric Medicine, Vijay R. Luthra

Honors Undergraduate Theses

The obesity epidemic is widespread in American society, often affecting children who bear its consequences innocently. Due to a lack of nutrition knowledge, children rely on caregivers to meet their nutritional needs and instill healthy habits. This study examines parents' attitudes, knowledge, and behaviors, as well as perceived barriers to adopting a whole-foods plant-based diet (WFPD) for their children. Using a modified survey instrument by Morton et al., this study focused on parents and children regarding dietary choices. Participants were recruited from the waiting area of a pediatric clinic at the Medical College of Georgia between April and May 2023. …

Deceptive Realities: Exploring The Nexus Of Fake News, Artificial Intelligence, And Public Perception, Victor E. Milanes

Honors Undergraduate Theses

Our research delves into two critical areas: fake news and artificial intelligence (AI). Historically, fake news predates the printing press, but its resurgence after the 2016 US Presidential Election garnered mass attention. Studies indicate its potency, with one fake article found to be as influential as a campaign ad (Allcott & Gentzkow, 2017). However, partisan media likely skews its impact on public perception.

Conversely, AI's integration has surged in recent years, sparking both excitement and concern among the public (Pew Research Center, 2022). Its ability to generate hyper-specific images, demonstrated by DALL·E 2 and Midjourney, poses challenges in distinguishing real …

Examining The Relationship Between Physical Health Behaviors And Mental Health Outcomes In Female Hispanic College Students, Alexandra St. Laurent

Honors Undergraduate Theses

The current state of mental health in college students is a universal concern. Female college students are reporting more depression, anxiety, and stress symptoms than ever before. Physical activity and diet quality can positively influence mental health symptoms. Current research provides scarce evidence that examines the relationship of these health behaviors and outcomes in the Hispanic female population. The primary aim of this study is to examine the relationship between physical health behaviors and mental health outcomes in Hispanic female college students. This is a cross-sectional study using a self-report survey to collect data from approximately 109 Hispanic female college …

Hybridization Kinetics Of Four-Way Junctions Localized On A Dna Scaffold, Katherine N. Taylor

Honors Undergraduate Theses

DNA computing is an ever-growing field with scientists trying to design structures that optimize logic gate communication to develop fast, biologically compatible, computational structures. We hypothesize that by using the principles of DNA computing, it is possible to design a DNA tile capable of studying localized DNA hybridization that can differentiate between oligonucleotides of different structural conformations. This includes synthetically manipulating DNA into a nanostructure that can perform Boolean logic functions to calculate the different rates of hybridization. To test our hypothesis, we designed a DNA Tile that incorporated a 4WJ using YES logic. Linear and hairpin single-stranded (ss) DNA …

Searching For Black Holes In The Galactic Center, Caden Zaccardi

Honors Undergraduate Theses

Due to the high extinction along the plane of the Milky Way towards the Galactic Center (GC), it is useful to look at objects that are bright in the near-infrared (near-IR) to obtain data with Earth-based instruments. To identify X-ray Binary (XRB) counterparts towards the GC, we used near-IR spectra from the Large Binocular Telescope (LBT). After reducing the LUCI/LBT spectra with the superFATBOY (sFB) pipeline, we compared our near-IR spectra to previously matched IR and X-ray sources in the GC (DeWitt, 2011). Particularly, we looked for H and He emission lines, which indicate signs of a hard radiation field …

Elements Of The Criminal Minds, Kelsie A. Esposito Ms.

Honors Undergraduate Theses

Studying human behavior and societal dynamics has captivated scholars across time. From ancient philosophers like Plato to contemporary researchers, the quest to comprehend our distinctiveness and the mechanisms that enable harmonious coexistence remains paramount. This thesis examines the enigmatic realm of the “criminal class,” looking at their identity and actions and the cognitive processes underpinning their behavior. Focusing on violent criminal offenders, this thesis seeks to provide greater meaning and understanding of the criminal mind.

The Forced Removal Of Iraqi Jews: Ethnic Cleansing And Its Impact On Global Perceptions Of Zionism And The State Of Israel, Gal Shem-Tov

Honors Undergraduate Theses

The mid-20th century, particularly the 1940s and 1950s, was marked by significant Jewish migration and ethnic cleansing worldwide following the Holocaust and widespread antisemitism. A common misconception is that the Holocaust's effects were confined to Europe; however, substantial evidence shows that similar policies and migrations occurred in the Middle East and North Africa, where antisemitism was also a prominent issue often overlooked in historical narratives. Furthermore, the perception that Zionism—a movement for the re-establishment, development, and protection of a Jewish nation in what is now Israel, as defined by the Oxford Dictionary—originated solely within European or "White" Jewish communities is …

Neurodivergent Student Success In Postsecondary Education: Attitudes Toward Current Accommodations, Alexis T. Cunha

Honors Undergraduate Theses

This thesis investigated the perceptions of accommodation efficacy held by students with neurodevelopmental disabilities at UCF (the University of Central Florida) to understand whether the current accommodations are adequate for those accessing them. Prior research has found that students with disabilities face many barriers when accessing proper accommodations.

Furthermore, even when they access them, the accommodations may fall short of what is needed. An online survey study was conducted to investigate student usage of and attitudes toward accommodations. The survey comprised five main sections: Demographics, Perceptions of Accommodations/Accommodations Received, Willingness to Disclose Disability Scale (WDD), Attitudes Toward Requesting Accommodations Scale …

Exploring I-Ready Mathematics And Its Support For Learning Fractions Of Third Grade Students, Allison Carnesale

Honors Undergraduate Theses

This study explores the effectiveness of the i-Ready Mathematics program in enhancing third-grade students’ understanding of fractions through a mixed-methods approach. Utilizing an explanatory sequential design, this research combines quantitative analysis of student diagnostic and F.A.S.T. assessment scores in mathematics with qualitative observational data. The study aims to assess whether i-Ready serves as a supportive tool for fraction learning and identify behavioral factors influencing student engagement.

Conducted over a three-month period in one third grade classroom, the study followed five students engaged with i-Ready’s fraction-focused lessons. Quantitative findings indicated that most students demonstrated academic growth, as evidenced by upward trends …

The Impact Of Artificial Beach Lighting And Beach Renourishment On Loggerhead (Caretta Caretta) And Green Turtle (Chelonia Mydas) Nesting Success, Amanda M. Casaburi

Honors Undergraduate Theses

Sea turtles face numerous threats on their nesting beaches, including habitat degradation, artificial lighting, and human interventions like beach nourishment projects. These factors can disrupt nesting behavior and reduce overall reproductive success. This study examined the impact of anthropogenic disturbances, specifically artificial lighting and beach nourishment projects, on the nesting success (quantified as portion of adult female emergences resulting in a nest) of loggerhead (Caretta caretta) and green turtles (Chelonia mydas) in southern Brevard County, Florida. Utilizing a long-term dataset (1989-2023) from the UCF Marine Turtle Research Group, the research focused on the Archie Carr National Wildlife Refuge (ACNWR), a …

Paleodemographic Research In Ancient Túcume With A Focus On Infant Mortality, Tyler J. Pilarski

Honors Undergraduate Theses

This research analyzed bioarchaeological data from the Peruvian site of Túcume in an attempt to understand what the overall mortality profile may have been like, as well as what patterns may have been seen in juvenile and infant mortality. The primary data set, which consisted of estimated age-at-death values from previously excavated skeletal remains, was examined via three different models (Life Table, 5 Year Incremental, and Categorical), as well as compared to data from two other comparable sites (Pacatnamú and Farfán). It was found that individuals at Túcume were dying in unequal proportions across the age groups, ranging from newborn …

Genetic And Biochemical Analysis Of Novel Borrelia Burgdorferi Genes Bb0244 And Bb0246, Christian J. Ruiz-Rodriguez

Honors Undergraduate Theses

As the cause of the most common vector-borne disease in the US, Borrelia burgdorferi continues to affect an estimated hundreds of thousands of patients each year. The spirochete boasts one of the most complex genomes in comparison to all other prokaryotes as it is fragmented across up to 21 different replicons. Moreover, the functions of a majority of the encoded genes remain unknown. Gene of unknown function, bb0244, along with putative co-transcribed genes bb0245, and bb0246 are hypothesized to be involved in the vital functions of cell division and cell wall biogenesis. B. burgdorferi lacking bb0244 demonstrate a significant growth …

Why Do Populists (Promise To) Close Borders? Contemporary Populism And Immigration Control In Net Migration Countries, Tyler J. Rapisarda

Honors Undergraduate Theses

Populism has become prevalent worldwide as more politicians embrace it. My thesis aims to study the campaign promises of populists worldwide, regarding a reduction of immigration, and to see if they followed through on those promises. I focused on populists from Europe and the United States. A comparative analysis of Hungary, Italy, the United Kingdom, the United States, and Slovakia revealed that populist candidates who had promised closing borders or otherwise reduce immigration, did so, once elected. My research reveals different approaches, methods and strategies in border and migration control, across all countries studied.

Factors Leading To Osteoporosis In Turner Syndrome, Daniella O. Aleshinloye

Honors Undergraduate Theses

Turner Syndrome (TS) is a chromosomal disorder from conception characterized by the partial or complete absence of the second X chromosome in females. Chromosomal abnormalities, both numerical and structural, contribute to a significantly higher prevalence of fractures (30.5-32.2%) compared to non-TS postmenopausal women (14.9%). This highlights the intrinsic bone abnormalities associated with TS and increased fracture risk. Peripheral quantitative computed tomography (pQCT) is commonly used to assess bone mineral density (BMD). However, its accuracy in individuals with TS is limited due to the partial volume effect, highlighting the need for further clinical research to understand bone density changes compared to …

Assessing The Prevalence Of Behavioral Work-Related Exposures Among Nail Technicians, Kayla R. Mecoli

Honors Undergraduate Theses

Nail technicians can be exposed to more chemicals and allergens than the general population due to the unique exposures they experience in their day-to-day operations. This study focused on behaviors nail technicians participated in that may have increased their risk of infection, pain, allergy, or ailment. A cross-sectional study was organized, assessing the prevalence of behavioral exposures among nail technicians and their correlation with other factors like prior education, workplace type, and symptoms experienced. The goal was to create a better understanding of how the modern-day nail technician is protecting themselves while working, by identifying gaps to facilitate the creation …

Assessment Of Forensic And Clinical Criteria Of Orbital Blowout Fractures For Use In Bioarchaeological Analysis, Dylan E. Ornot

Honors Undergraduate Theses

Orbital blowout fractures are a particular facial fracture occurring within the inner eye orbits of the face caused by blunt force trauma to the eyeball or the lower orbital rim. This fracture is common in modern clinical contexts due to physical assaults, but examining this fracture in skeletal material can also provide insights into the patterns of interpersonal violence within the fields of bioarchaeology and forensic anthropology. Issues with analyzing this fracture in skeletal material arise due to the clinical assessment practices of blowout fractures, where medical practitioners are highly focused on the soft tissue presentations of the fracture in …

Dysbiosis In Parkinson's Disease: A Meta-Analysis Of Gut Microbiota And Its Role In Gastrointestinal Dysfunction And Disease Progression, Ayan M. Siddiqui Mr.

Honors Undergraduate Theses

Parkinson's Disease (PD) is a neurodegenerative disorder characterized by motor and nonmotor symptoms, including gastrointestinal (GI) dysfunction. Symptoms such as constipation, bloating, and nausea often show early signs before the onset of motor symptoms. Recent research has suggested an essential role of the human gut microbiome and gut dysbiosis, an imbalance in gut microbiota composition, in the pathogenesis of PD. This thesis aims to assess the potential relationship between gut dysbiosis and PD by conducting a meta-analysis, focusing on differences in gut microbiota between PD patients and healthy controls and evaluating their implications for GI dysfunction and PD progression. The …

Sex Education Experiences Of Lgbtq+ College Students In Florida, Uma Sriram

Honors Undergraduate Theses

Existing research has identified negative impacts of state-level policies on sexual and gender minorities, yet minimal research has assessed the impact of recent anti-LGBTQ+ laws in Florida. This study explored the sex education experiences of LGBTQ+ college students who attended public middle and high schools in Florida and their attitudes towards the “Don’t Say Gay” Law, which was passed in 2022 and has since prevented the inclusion of diverse sexual and gender identities within K-12 school environments. Data consisted of 11 in-depth, qualitative interviews with undergraduate LGBTQ+ students attending Florida public universities. Thematic analysis of the interview data was conducted, …