Digital Commons Network^™

Spillover Effects In Product Customization, Samuel Babu Sekar

USF Tampa Graduate Theses and Dissertations

Product customization is increasingly being offered as consumers interact with businesses online. When consumers customize a product, they often choose from among multiple, inter-related categories. Thus, the choices made in a prior category could influence choices in later categories (spillover effect). Currently, marketers attempt to nudge consumers to choose more expensive/profitable options by preselecting these options (explicit reference). In this dissertation, I explore whether implicit references can be employed to generate a spillover effect. Implicit references are generated by arranging the options within a category in either descending or ascending price order, with descending price order favoring the selection of …

Using Differential Reinforcement To Reduce Diurnal Bruxism, Stephanie Brown

USF Tampa Graduate Theses and Dissertations

The field of Applied Behavior Analysis is often used to intervene in dangerous or harmful behaviors to the benefit of service recipients. Many children engage in diurnal bruxism which can cause damage to their teeth, gums, and jaws. Tooth gnashing, which is a movement of the jaw that results in high impact between the lower and upper teeth, is a specific and damaging behavior which is included under the label of diurnal bruxism. This study examined the impact of using differential reinforcement of alternative behaviors to decrease the percentage of words spoken while gnashing teeth to reduce the long-term damage …

“That’S What We Call ‘Aesthetics’”: The Social Construction Of Tap Water Mistrust In An Underbounded Community, Abby Vidmar

USF Tampa Graduate Theses and Dissertations

Recent research on water insecurity in the United States has revealed that underbounded communities — urban disadvantaged unincorporated neighborhoods characterized by high-poverty and high residential density lying just outside the border of an incorporated municipality — often lack consistent access to clean and safe water. In these settings, poor water quality and inadequate infrastructure shape residents’ risk perceptions often leading to tap water mistrust. However, little is known about the broader social, political, and economic drivers of water quality in these settings and how such drivers inform the social construction of risk across different stakeholder groups. Using an underbounded African-American/Hispanic …

Determining Depth Of Closure Based On Time-Series Beach Profiles And Empirical Formulas: A Case Study Along The Florida Coast, Elizabeth Royer

USF Tampa Graduate Theses and Dissertations

Depth of closure (DOC) is defined as the most landward depth seaward of which there is no significant change in bed elevation and no significant net sediment exchange between the nearshore and the offshore over a certain period of time, such as 5 to 20 years. DOC is an essential parameter used in beach and shore protection, sediment management, and many other aspects of coastal studies. Taking advantage of advancements in wave hindcast and bathymetry measurement in the past 20 years (2000-2019), this study determined the DOC at 12 locations along the Florida coast, including three from the northwest Gulf …

Effects Of Slurry Type On Drilled Shaft Strength, Cesar Quesada Garcia

USF Tampa Graduate Theses and Dissertations

The main objective of this research is to identify how the strength of drilled shafts is affected by the use of various types of drill slurry. When concrete is placed in drilled shafts it flows out radially and a laitance interface forms creating a crease on the backside of the reinforcement cage due to the laitance trapped in concrete flowing around the rebar. This can cause concrete to not fully encapsulate the steel making the shafts prone to corrosion and the strength of the cover concrete is locally reduced. Over the past 9 years 58, 42-inch diameter shafts have been …

Microheater Stimulation Platform For Neural Cells, Haley Royce

USF Tampa Graduate Theses and Dissertations

Electrical stimulation is the basis of many biomedical devices like cochlear implants,pacemakers, and retinal implants. In these systems, current is applied to a desired tissue to effectively stimulate it. Unfortunately, this is not localized as the current will spread through the tissue, limiting the spatial resolution. Thus, alternative forms of stimulation are needed to improve device precision and resolution. This project explores microheaters as a stimulation platform that can be easily integrated with existing biomedical devices. Microheaters produce heat via the Joule heating effect wherein electrical current is run through high resistance materials to output thermal energy. They are highly …

Healthcare Profession Students Of Color Participating In International Service-Learning, Ellyn Katherine Couillard

USF Tampa Graduate Theses and Dissertations

This qualitative exploratory case study investigated the healthcare profession students’ of color experience and the perceived impact of completing international service-learning (ISL). Before this study, most of the research about healthcare profession students in ISL reported had mainly White participants or reported data and findings in the aggregate. To complete this research, I performed two semi-structured interviews with each of the five participants incorporating photo-elicitation techniques. Then I performed constant comparative methods and communicated with a peer debriefer about my findings. Five participants were selected using max maximum variation based on racial, ethnic, and cultural backgrounds, programs of study, and …

Securing Critical Cyber Infrastructures And Functionalities Via Machine Learning Empowered Strategies, Tao Hou

USF Tampa Graduate Theses and Dissertations

Machine learning plays a vital role in understanding threats, vulnerabilities, and security policies. In this dissertation, two machine learning empowered approaches on improving the security of critical cyber infrastructures and functionalities will be discussed.

The first work focuses on preventing attacks that use adversarial, active end-to-end topology inference to obtain the topology information of a target network. The topology of a network is fundamental for building network infrastructure functionalities. In many scenarios, enterprise networks may have no desire to disclose their topology information. To this end, we propose a Proactive Topology Obfuscation (ProTO) system that adopts a detect-then-obfuscate framework: (i) …

Self-Perceptions Of Major Choice And Employability Skill Development In Sophomore Business Students, Melissa A. Kulp

USF Tampa Graduate Theses and Dissertations

Today’s college students expect that an outcome of a college education is to be prepared to secure a well-paying job within their field of study after graduation. Within career services offices, career preparation is typically focused on upperclassmen looking for internships and jobs, leaving sophomore students to make major and career decisions on their own. The purpose of the study is to understand what on-campus experiences sophomore business students had to aid them in their major and career path choices, how they define and interpret three employability skills, and which experiences helped them develop these three employability skills needed to …

Video Anomaly Detection: Practical Challenges For Learning Algorithms, Keval Doshi

USF Tampa Graduate Theses and Dissertations

Anomaly detection in surveillance videos is attracting an increasing amount of attention. Despite the competitive performance of several existing methods, they lack theoretical performance analysis, particularly due to the complex deep neural network architectures used in decision making. Additionally, real-time decision making is an important but mostly neglected factor in this domain. Much of the existing methods that claim to be online, depend on batch or offline processing in practice. Furthermore, several critical tasks such as continual learning, model interpretability and cross-domain adaptability are completely neglected in existing works. Motivated by these research gaps, in this dissertation we discuss our …

Exploring Interaction Through The Online Language Instructor Lens: Perceptions, Strategies, And Challenges, Jessica Krentzman

USF Tampa Graduate Theses and Dissertations

As our world becomes more interconnected, our learning environment and interactions continue to evolve, moving away from face-to-face meetings, toward online discussions using various forms of interaction. In the online learning environment, instructors now need to swiftly pivot their methods of instruction in order to assure student success in the online learning environment and to achieve this goal, instructors need concrete instructional and design strategies to support student interactions. To this end, I explored how online language instructors currently promote interaction in their courses, how the Community of Inquiry (CoI) framework applies to their selection of instructional strategies, the instructors’ …

Male Student Experiences In Community-Based Federal Work-Study (Cbfws): Exploring The Relationship Of Cbfws To Academic Performance, Career Readiness, And Social Support, Dustin Krein

USF Tampa Graduate Theses and Dissertations

Federal Work-Study (FWS) is a form of student employment in postsecondary education funded by a student’s financial aid. At the University of South Florida (Tampa campus), in the Community-Based Federal Work-Study (CBFWS) program managed by the Office of Community Engagement and Partnerships (OCEP), there has been a decreasing rate of participation among its male students compared to female students. This study examined the experiences and perspectives of male students in CBFWS at USF. The study was guided by one central research question with three sub-questions: From the perspective of the male student participants, what is their CBFWS experience in relation …

Integration Of Sustainability Into Higher Education Policies: A Case Study Of The University Of South Florida, Mehmet Z. Apaydin

USF Tampa Graduate Theses and Dissertations

Sustainability and the United Nations Sustainable Development Goals (SDGs) are not new notions for higher education institutions (HEIs). However, well-organized efforts to make campuses "sustainable" are not common, and the efforts are modest compared to the institutional capabilities. This thesis, a case study of the University of South Florida (USF), was designed to explore how sustainability values and SDGs are incorporated into higher education policies. To accomplish this, the study employed a mixed method design that includes a literature review, an overview of policies and implementations, document content analysis, a program and course inventory, a keyword analysis, and semi-structured interviews. …

Data-Driven Design And Analysis Of Next Generation Mobile Networks For Anomaly Detection And Signal Classification With Fast, Robust And Light Machine Learning, Muhammed Furkan Küçük

USF Tampa Graduate Theses and Dissertations

This research focuses on machine (and deep) learning applications (including clustering,anomaly detection and signal classification) for self-organizing and next generation mobile networks in wireless communications. Specifically, this dissertation document will address the three different topics.

First, in the study titled “Performance analysis of neural network topologies and hyperparameters for deep clustering”, we explore the relationship between the clustering performance and network complexity. Deep learning found its initial footing in supervised applications such as image and voice recognition successes of which were followed by deep generative models across similar domains. In recent years, researchers have proposed creative learning representations to utilize …

Alpha Synuclein: A Therapeutic Target And Biomarker For Parkinson’S Disease, Max Chase

USF Tampa Graduate Theses and Dissertations

Parkinson’s Disease is the second most common neurodegenerative disease after Alzheimer’s Disease, and the most common motor disorder. In fact, nearly a third of those with AD have PD. A major hallmark of PD is the appearance of Lewy Bodies, proteinaceous cytoplasm inclusions, that build up and spread throughout the CNS in a prion like fashion. The major component of these Lewy Bodies is a protein called alpha-synuclein. Alpha-syn is a 14kDa protein made of 140 amino acids and found in the presynaptic ends of CNS neurons, acting as a chaperone and regulator. The protein is also found in the …

Stability Analysis Of Delay-Driven Coupled Cantilevers Using The Lambert W-Function, Daniel Siebel-Cortopassi

USF Tampa Graduate Theses and Dissertations

A coupled delay-feedback system of two cantilevers can yield greater sensitivity than that of asingle cantilever system, with potential applications in atomic force microscopy. The Lambert W-function analysis concept for delay differential equations is used to more accurately model the behavior of specific configurations of these cantilever systems. We also use this analysis concept to find parameters which yield stability for greater parameter ranges, of the delay differential equations. The Q factor, or quality factor, is the ratio of energy stored in the system, to the energy lost per fixed oscillation/movement cycle. Having stability of the cantilevers corresponds to the …

A Model-Based Fault Diagnosis In Dynamic Systems Via Asynchronous Motors System Identification Or Testing, And Control Engineering Observers, Kenelt Pierre

USF Tampa Graduate Theses and Dissertations

Induction machines are the workhorse of many military and commercialtypes of equipment. They are asynchronous machines referred to in this dissertation as induction motors. They are widely used due to their reliability in Naval Unmanned Systems like Remotely Operated Vehicles (ROV), Unmanned Untethered Underwater Vehicles (UUV), Autonomous Undersea Vehicles (AUV), and platforms like Missiles and Satellites. These induction motors are mainly controlled using variable speed drive functions, i.e., thrusters, propellers, and actuators. Though they are very robust, to harness the full technical benefits of induction motors, state-of-the-art drivers or controllers must be used to control such motors.

In model-based fault …

Onsite Water Reuse: Fate Of Indicator Bacteria, Antibiotic Resistant Genes, Environmental Impacts, And User Perceptions, Michelle B. Henderson

USF Tampa Graduate Theses and Dissertations

Changes in water use, climate, and urbanization have shifted how water resources are used and defined. Wastewater is increasingly regarded as a viable resource to address challenges in non-potable and potable water applications. When dealing with water reuse, water quality and quantity are of the utmost importance; and the final product must be suitable for its intended purpose and acceptable to users. The first portion of this research analyzed the performance and environmental impacts of pilot-scale Hybrid Adsorption Biological Treatment Systems (HABiTS) for onsite wastewater treatment and reuse. Various configurations were investigated to increase HABiTS performance and ability to produce …

An Investigation Into The Protein Dynamics And Proton Transfer Mechanism Of Class-A Β-Lactamase (Ctx-Ms) By Nmr Spectroscopy, Radwan Ebna Noor

USF Tampa Graduate Theses and Dissertations

Extended-spectrum β-lactamases (ESBLs) of different Enterobacteriaceae (e.g. Escherichia coli, Klebsiella pneumoniae) have developed significant resistance mechanisms against antibiotics. ESBLs, like class A CTX-Ms (cefotaximases) enzymes hydrolyze the β-lactam ring of different antibiotics such as penicillins and third-generation oxyimino-cephalosporins. Although CTX-Ms are repeatedly found in many clinical and community settings, molecular-level information on their function/activity is currently limited to structural studies performed by X-ray crystallography. In order to gain further insights into the structure and functions of this class of proteins, it is also essential to fully understand their dynamic and chemical properties in solution. In order to better understand the …

Magnetic And Structural Effects In Interfacial Magnetism: Molecular Magnets And Ferrimagnetic Alloys, Jenae E. Shoup

USF Tampa Graduate Theses and Dissertations

Magnetic thin films are important for technological applications such as giant magnetoresistance,spin valves and magnetic tunnel junctions. A key feature for these applications to be possible is the interface between two materials. We will be studying two types of thin film magnetism; interfaces between molecular carbon, C60, and non-magnetic/ferromagnetic material and two layers of ferrimagnetic rare earth/ transition metal alloys (RE/TM) that have similar composition to engineer a magnetic tunable interface.

One of the most unexpected spin-related properties of C60 is the emergence of room-temperature ferromagnetism in multilayer films of C60 and non-ferromagnetic transition metals such as Cu or Mn …

Implementing The Break Pass Intervention With Differential Reinforcement To Improve Engagement In Play With Siblings For Children With Autism Spectrum Disorder, Shannon R. Shafmaster

USF Tampa Graduate Theses and Dissertations

This report describes the results from a study that examined the use of the break pass intervention to increase engagement in play with siblings for children with autism spectrum disorder. Two male children with ASD aged 6-years old, who had difficulty engaging in play activities with siblings participated in the study. The intervention used break passes to teach mands for breaks by providing the children with breaks throughout the play activity and to provide reinforcement for engaging in play with siblings in the absence of problem behavior. The impact of the intervention on engagement in play with siblings and disruptive …

Graduate Teaching Assistants’ Knowledge And Attitudes Toward Students With Disabilities In Higher Education, Yanlys De La Caridad Palacios

USF Tampa Graduate Theses and Dissertations

Students with disabilities are entering higher education at increased rates (National Center Educational Statistics, 2016). The aim of this study was to investigate graduate teaching assistants’ knowledge, attitudes, and professional development needs regarding students with disabilities in higher education. A modification of Sniatecki’s (2015) Faculty Attitudes and Knowledge Regarding College Students with Disabilities Survey was used to gather responses from graduate teaching assistants through an online format. Results of the study indicate that graduate teaching assistants have positive attitudes towards students with disabilities yet lack specific knowledge on accommodations, disability law, and disability support services. Further, respondents expressed a willingness …

Computing Group-By And Aggregate In Massively Parallel Systems, Chengcheng Mou

USF Tampa Graduate Theses and Dissertations

The semiconductor industry has mainly exploited two routes for designing microprocessors. The multi-core route aims to speed up the performance of latency-oriented processing. In contrast, the many-thread route concentrates on throughput-oriented improvement of parallel processing. Many-thread microprocessors, such as Graphics Processing Units (GPUs), are leading the computing capability for this past a decade. According to the current hardware market, at the similar price range, the ratio of peak computing power between multi-core CPUs and many-thread GPUs is up to 15X. This large performance gap on data processing has motivated many practitioners in database community to exploit computation-intensive parts on GPU …

Noninvasive In Vivo Optoacoustic Imaging Of Alcohol Use Disorder Using A Mouse Model Of Alcohol Use Disorder, Augustine Meombe Mbolle

USF Tampa Graduate Theses and Dissertations

This research has two parts. The first part focuses on the use of photoacoustic imaging (PAI) to study alcohol-induced effects in the cerebral vasculature of selectively bred alcohol-preferring mice. Part two extends the application of PAI by developing a novel Photoacoustic imaging guided system for repetitive low intensity focused ultrasound (PAI-LIFU) stimulation treatment for alcohol use disorder in crossed high alcohol preferring (cHAP) mice.

Photoacoustic imaging is an emerging hybrid non-invasive optical imaging modality which relies on optical absorption contrast to visualize deep tissue structures and function. It combines the high contrast associated with pure optical imaging and the high …

Block Copolymer Directed Self-Assembly: Exploring The Efficacy Of Applications In Semiconductor Fabrication, Jakin Bryce Delony

USF Tampa Graduate Theses and Dissertations

Over the course of the past 80 years, semiconductor devices have become increasingly ubiquitous in everyday life.From constructing mainframes that encompassed entire rooms during the 1940s, to inventing personal computers in the 1980s, to developing progressively faster smartphones and wearable technology in the 2010s, the primary driving force behind the Digital Revolution has been increasing transistor counts, and thus computing power, via incremental improvements in optical lithography. In 1965, Intel co-founder Gordon Moore boldly predicted that the transistor density of semiconductor devices would double approximately every 18-24 months. While this prediction -- now colloquially referred to as Moore's Law -- …

An Exploratory Study Of Technology Use By Older/Senior Men For Enrichment, Communication, And Social Connectedness, Emerson Campbell Hardy

USF Tampa Graduate Theses and Dissertations

More older adults are moving toward options for digital connection; keeping up with and learning technology is challenging. Older adults’ perceptions of the difficulty of learning to use technology may contribute to their hesitancy to adopt technology options (Barnard, Bradley, Hodgson, & Lloyd, 2013). The purpose of this study was twofold: (1) to explore the experiences of older/senior men learning and using technology for enrichment, communication, and social connectedness; and (2) to identify learning experiences and/or supports that aided these older/senior men in building knowledge, confidence, and comfort in technology use.

This was an exploratory qualitative study utilizing in-depth interviews. …

The Boy Scouts Of America Merit Badge Program And Career Development, Todd R. Van Auken

USF Tampa Graduate Theses and Dissertations

The purpose of the study was to determine whether a youth’s career development, as defined by the Career Maturity Inventory (CMI Form C), is associated with motivation, student grade level, and number of merit badges earned as a result of participation as Boy Scouts. For close to three decades there has been a call to improve career counseling for middle and high school youth. However, due to a shortage of school counselors in middle and high schools, counselors are inundated with heavy workloads of various responsibilities and do not always have the ability to focus on youth career development. Thus, …

Advances And Applications Of Optimal Polynomial Approximants, Raymond Centner

USF Tampa Graduate Theses and Dissertations

The history of optimal polynomial approximants (OPAs) dates back to the engineering literature of the 1970s. Here, these polynomials were studied in the context of the Hardy space H^2(X), where X denotes the open unit disk D or the bidisk D^2. Under certain conditions, it was thought that these polynomials had all of their zeros outside the closure of X. Hence, it was suggested that these polynomials could be used to design a stable digital filter. In recent mathematics literature, OPAs have been studied in many different function spaces. In these settings, numerous papers have been devoted to studying the …

The Career Decision-Making Self-Efficacy And Career Action Steps Of Humanities Students: A Quantitative Survey Analysis, Catherine Gorman Cordova

USF Tampa Graduate Theses and Dissertations

In an era of governmentally controlled education systems sustained through performance-based funding metrics, the value of higher education is often considered justified by socioeconomic impact and degree employability. Although modern academia traces its roots to the humanities and liberal arts for its foundation, degrees without direct job relation, and the students seeking these degrees, are often considered less employable than majors directly linked to vocations. However, the humanities and labor market are not mutually exclusive. Influenced by Social Cognitive Career Theory (SCCT) (Lent, et al., 1994), Self-Efficacy Theory (Bandura, 1977), and Career Maturity Theory (Crites, 1973), this cross-sectional quantitative survey …

Soft Magnetic Composite Substrates For Rf/Microwave Applications, Poonam Lathiya

USF Tampa Graduate Theses and Dissertations

Novel soft magnetic ferrite materials will play a crucial role in next-generation over one trillion sensors (also known as “trillion sensor economy) related to 5G communications and internet of things, as these materials can achieve improved wireless power and signal transfer efficiency with high operation frequency. In this work, Ni-Cu-Zn and Ni-Co-Zn ferrites with high permeability, high permittivity, and low magnetic and dielectric losses were prepared for RF and microwave device applications. Frequency dispersion of RF complex permeability of Ni-Cu-Zn ferrites prepared under different applied hydraulic pressures and durations have been thoroughly investigated. The Ni0.35Cu0.19Zn0.46Fe2O4 ferrites were prepared by conventional …