Digital Commons Network^™

Enhancing Cybersecurity Strategies Through Automated Cti Extraction, Risk Prioritization, And Privacy-Conscious Information Sharing, Spencer Rian Massengale

Theses and Dissertations

Cybersecurity operations require the ability to collect and analyze large amounts of cyber threat intelligence (CTI) to assess risks and formulate defensive strategies against emerging threats. This task has become increasingly complex due to the rapid evolution of cyber threats and the growing volume of unstructured, natural-language CTI sources. The scale of data and analysis needed to utilize CTI effectively far exceeds humans' manual capacity, especially for organizations with limited resources. This research focuses on leveraging Large Language Models (LLMs) and machine learning techniques to enhance CTI extraction, risk assessment, and data sharing. We utilized LLMs to automate the extraction …

Raman Characterization Of Elastomeric Materials, Shane Michael Drake

Theses and Dissertations

Raman spectroscopy is often used for material identification but may be used for characterization. This document focuses on using Raman measurements to characterize polymers, specifically the curing and aging mechanism for hydroxyl-terminated polybutadiene (HTPB). HTPB is a well-known elastomer used in sealants, non-slip surfaces, rocket repellants and plastic explosives. Raman spectroscopy was used to monitor urethane linkages that form from curing HTPB with a cyanate curing agent to suggest a curing mechanism for HTPB. Since this polymer is highly susceptible to oxidation, the methods used to characterize curing were also used for the aging process to see if urethane breakages …

Cellular Air Quality Sensors With Lora Backchannel A Robust Sensor Suited For Remote Deployment In Harsh Environments, Joseph R. Miera

Theses and Dissertations

Air quality significantly impacts health and overall quality of life, making its measurement essential. However, most affordable air quality devices are designed only for use within WiFi range and cannot handle extreme temperatures, limiting their usefulness for people in remote or extreme environments, such as regions with harsh winter climates. This limitation is concerning, as winter often brings worse air quality due to temperature inversions that trap pollutants and increase fuel burning for heating. Inversion is a problem as close to home as Utah Valley, and as far away as Ulaanbaatar, Mongolia. Most low-cost air quality sensors are not built …

The Effect Of Variable Learning Contexts On Novel Word Retention In Adults, Emily A. Badoni

Theses and Dissertations

This study investigated the impact of decontextualized learning on memory recall and retention within virtual reality (VR) environments. Forty-six healthy young adult participants, both male and female, were randomly assigned to either a consistent VR learning condition (n = 23) or a diverse VR learning condition (n = 23). Both groups were exposed to the same set of 30 nonwords and their definitions across three learning phases. The participants in the consistent condition remained in the same VR environment throughout the study, while the participants in the diverse condition experienced three different VR environments. Immediate and delayed post-tests were conducted …

University Department Chair Perceptions Of Open Access Journals And Open Textbooks, Rebecca Nicole Nissen

Theses and Dissertations

This study investigated the perceptions of university department chairs regarding open access journals and open textbooks. It was conducted as a qualitative single case study analysis using semistructured, in-person, one-on-one interviews. The six participants interviewed are department chairs from a large, private university in the western United States. Five levels of coding were used with thematic codes drawing from the TAM2 model. Findings revealed participant perceptions on (a) personal values, (b) university mission alignment, (c) predatory journals, and (d) promotion and tenure. The results obtained from this study can inform and influence institutional change and can also help inform future …

The Effect Of Applied Mental Health Courses On College Student Anxiety And Perfectionism, Nathan Thomas Rhees

Theses and Dissertations

University students face a variety of mental health challenges, including increasingly high rates of anxiety. As demand for college counseling services among student populations rises, universities have an increasing need for effective and resource-efficient methods of intervention that support student mental health on their campuses. One area in need of research is that of using university classes themselves as a form of preventive intervention. If effective, this kind of preventive measure might be a particularly attractive method of reducing incidence of mental illness on campus and decreasing demand on university therapy resources. This study involves students at a private university …

Securing Legacy Multivalue Pick Systems Modernized By Restful Web Service Apis, Jacob S. Lee

Theses and Dissertations

With more applications accessible on the Web, organizations with mission-critical legacy systems have had to find a way to stay relevant and competitive by modernizing with RESTful APIs. REST architecture, serving as a guideline rather than a strict protocol, offers significant advantages in terms of scalability, flexibility, and independence; however, its widespread adoption has also led to notable security vulnerabilities and weaknesses. Additionally, there is not one all-encompassing security testing methodology to follow when testing RESTful APIs. For this reason, a new security testing methodology was developed for legacy MultiValue Pick systems that implement the REST API component, MVConnect. The …

Precision Reclamation For Improving Mine-Land Reclamation Using Plant-Soil Chemical Analysis And Geospatial Technology, Haley Moon

Theses and Dissertations

The objective of this research was to assess plant-soil relationships and evaluate the use of multispectral drone imagery in predicting revegetation potential and soil properties at mine-land waste rock dumps. Field sampling of soils and vegetation was conducted, followed by Bayesian statistical significance tests and linear discriminant analysis (LDA) to determine key soil variables influencing plant communities. Results indicated that pH and electrical conductivity (ECe) were significant factors in the LDA and identified several plant communities that were associated with similar soil types. In parallel, regression analyses were employed to correlate multispectral drone imagery with soil characteristics and plant cover. …

The Assessment Of Liquefaction Surface Ejecta Predictions On A New Large Dataset From The 2012 Emilia Romagna, Italy Earthquakes, Holten T. Flinders

Theses and Dissertations

The presence of a non-liquefied crust overlying a liquefied layer has been found to have a significant effect on sand ejecta and surficial liquefaction damage, as observed by Ishihara (1985). Following the 2010-2011 Canterbury seismic sequence in New Zealand, almost no foundation deformation occurred in areas with liquefaction susceptible soils overlain by at least a 3 m-thick crust [3]. In contrast, the 2012 Emilia-Romagna earthquake in Italy provided surface evidence of liquefaction despite 6- to 10 m-thick crusts. Several researchers have proposed liquefaction prediction models [e.g. LPI [6], Ishihara Curves [8], LSN [9], LPIISH [10] and the methods proposed by …

The Long Shadow Of Infection: The Long-Term Implications Of Herpes Simplex Virus And M. Tuberculosis Infection, Lydia Howell

Theses and Dissertations

Infectious diseases and autoimmune diseases, such as multiple sclerosis (MS) and type 1 diabetes (T1D), have traditionally been seen as distinct, with separate etiologies and courses of disease. Recent research has shown that infection and autoimmune disease are more closely woven together than previously thought; certain pathogens like Epstein-Barr virus and M. tuberculosis have been shown to cause long-term disruption to the immune system, for example (Bordignon et al 2011, #1) (Zhang et al 2023, #2) (Bjornevik et al 2023, #3). Conversely, a distinct pattern has emerged in developed countries where as rates of infection fall, rates of autoimmune disease …

Enhancement Of Ambient Air Quality Index Forecasting Using Optimized Ensemble Model, Vanitha M

Theses and Dissertations

Forecasting ambient air quality is essential for environmental sustainability and public health, especially in heavily populated regions such as China, India, and the United States where air pollution remains a serious concern. Traditional forecasting models often struggle to accurately represent air quality data because of its complex patterns and nonlinear interactions. To address these challenges and improve forecast performance, this research proposes a comprehensive strategy that integrates parallel heterogeneous ensemble modeling with Bayesian optimization.

The study begins with a seasonal machine learning–based imputation technique (SeasonalMLImpute) designed to handle missing data in meteorological and air quality parameters. This method is evaluated …

Sd-Weat: Towards Robustly Measuring Bias In Input Embeddings For Artificial Intelligence Language Models, Magnus Gray

Theses and Dissertations

Artificial intelligence (AI) is rapidly transforming industries and markets, from healthcare to entertainment, revolutionizing decision-making processes. However, as AI grow more influential, they also risk amplifying existing biases, potentially leading to harmful consequences. Recent advancements in large language models (LLMs), such as GPT-4 and Llama, have heightened concerns about bias in natural language processing (NLP) tasks, driving the need for robust methods to detect and mitigate bias. Current approaches, such as the Word Embedding Association Test (WEAT) and its sentence-level extension the Sentence Encoder Association Test (SEAT) often fall short in capturing the nuances of biases in the input embeddings …

Case Study On A Shift To Open Educational Resources In An Academic Department, Karina May Jackson

Theses and Dissertations

Open educational resources (OER) have the potential to significantly impact the landscape of higher education. However, many users of OER find it difficult to adopt programmatically due to the barriers of awareness, quality assurance, institutional culture, and sustainability. This case study of the successful OER adoption in an education department serves as a look into the conditions and practices that allowed for the promotion, continued use, and production of open educational resources. The results indicate that the climate, technology, and opportunity costs surrounding tenure and promotion were key factors in the faculty's experience with acting on their inclinations toward openness.

Effect Of Laser Textured Surface With Different Patterns On Tribological Characteristics Of Bearing Material, Paul Joshua S

Theses and Dissertations

This research work determines the wear rate and friction characteristics of bearing material under different laser textured surface conditions. Chrome steels are used in bearings since they possess high strength and wear resistance. However, when those parts are in service, failure happens due to sliding friction before the lifetime. To improve the durability of the American Iron and Steel Institute (AISI) 52100 chromium steel, in this work, the effect of laser surface texturing (LST) was analysed.

With the different pattern of circle, ellipse, groove and grid were produced on the sample surface, the wear behavior was investigated using the pin …

The Raye Montague Digital Collection, Paola Cavallari

Theses and Dissertations

The Raye Montague Digital Collection consists of 735 items that have been digitized and catalogued to tell the story of Raye Montague, the United States Navy hidden figure. The Collection addresses the need to remedy decades of historical invisibility Raye Montague was subjected to because of gender and racial discrimination despite her fundamental contributions to U.S. history. This thesis details how the Collection inserts Raye Montague within a broader historical context that uncovers the role Black women had as federal employees in the U.S. military during and after World War II. It also explains how, in designing the Collection, I …

Flying Under The Radar: Navigating Through Frustrations, Tears, And The Politics Of The Liberal Arts Curriculum, Sandra Houghton

Theses and Dissertations

The elements and principles of art continue to highly influence curriculum in the typical art foundations class. The reduction of art and artmaking to their formal properties constricts a student’s ability to engage in real-life artist processes, and many important contextual meanings are lost. Consequently, art foundations curriculum derived from the elements and principles of art narrows the lens through which we create, teach, and talk about art. In my own experience as an art teacher, I have found that this approach limits my teaching and makes it difficult to fully and authentically understand the works of other artists and …

Investigating The Efficacy Of Prompt Engineering Techniques For Research Survey Paper Generation Using Large Language Models, Innocent Obed Awidi

Theses and Dissertations

The recent advancements in large language models (LLMs), such as ChatGPT, offer promising potential for automating academic writing tasks. This study investigates the efficacy of prompt engineering techniques in guiding LLMs to generate high-quality research survey papers, specifically exploring their application in the fields of artificial intelligence (AI) in drug development and large language model customization for classification. Using a mixed-methods approach, this research assessed the impact of prompt engineering on the coherence, relevance, and overall quality of generated content through quantitative and qualitative analyses. Techniques including prompt refinement, contextual prompting, and iterative prompting were systematically applied to enhance the …

Investigating The Impact Of Urban Areas On Quasi-Linear Convective Systems, Claiborne Wooton

Theses and Dissertations

Urban areas absorb and radiate energy at a higher rate compared to surrounding rural areas due to several factors, including an urban area’s tendency to have sparse vegetation and tree canopies along with high incidences of pavement. Urban areas have been shown to impact both the environment in which thunderstorms form (by altering thermodynamic, microphysical, and wind flow patterns) and the thunderstorms themselves; however, most of this previous work focused on isolated thunderstorms amid weak environmental vertical wind shear. This thesis analyzes how the structure of observed quasi-linear convective systems (QLCSs)—i.e., lines of thunderstorms—are altered as they pass over urban …

Petrophysical And Geomechanical Alterations During Supercritical Co2 Submerge: Laboratory Testing On Samples From The Middle Bakken, Ruichong Ni

Theses and Dissertations

The promising strategy of CO2 capture, utilization and storage (CCUS) aims to reduce CO2 emissions and tackle the pressing problem of global warming. Previous studies have demonstrated the importance of changes in petrophysical and geomechanical characteristics in assessing target formations' capacity to sequester CO2. Permeability is one of these characteristics that is essential to the movement of CO2 inside rock formations and has a direct effect on how well CO2 is sequestered. Existing methods calculate permeability by using effective stress, but they have made unpractical assumptions that the effective stress coefficient could be stable or gradually increase after CO2 exposure. …

Investigation Of The Existence Of Vertically Oriented Ice Crystals In Winter Storms, Kendra R. Sand

Theses and Dissertations

The existence of vertically oriented ice crystals is investigated in winter storms, as observed through remote sensing and analyzed during the NASA Earth Venture Investigation of Microphysics and Precipitation for Atlantic Coast-Threatening Snowstorms (IMPACTS) field campaign field campaign. The primary objective was to determine if a preferred angle of ice crystal orientation could be identified in situ using contemporary airborne sampling instruments. Additionally, the study sought to explore potential correlations between the vertical orientation of ice crystals and electric field anomalies at cloud top, as well as the relationship between crystal orientation and particle concentration. To achieve these objectives, Two-Dimensional …

Researching Chlorophyll-Α Levels In Freshwater Lakes To Understand The Environmental State Of The Turtle Mountains Using Ndci Through Remote Sensing Techniques, Elliot Quinn Peltier

Theses and Dissertations

Chlorophyll α is one of the main indicators of water quality. Increasing levels have various triggers such as agricultural runoff, wastewater from treatment plants, sewage, and humus. Addressing chlorophyll α is crucial since high concentrations are precursors to eutrophication and are hazardous to human health. The Turtle Mountains in North Dakota and Manitoba is an island forest laden with lakes and trees. However, the noticeable extent of agricultural surface on the United States side of the border has made obvious the disintegration of forested area. Also, a lack of information and studies do not allow anyone to comprehend the level …

Causes Of The Morphological Distinctiveness Of Ahuna Mons And Differences In Cryovolcanic Styles On Ceres And The Inner Uranian Satellites Miranda And Ariel, Caleb Strom

Theses and Dissertations

Ahuna Mons is one of the most distinctive features on the dwarf planet (1) Ceres and shows evidence of cryovolcanic activity on a main belt object in the geologically recent past. Ahuna Mons is unusual, however, in that it has a higher aspect ratio and sharper features than other candidate domes on Ceres. It also stands apart from cryovolcanic features identified on other suspected cryovolcanic worlds like Miranda and Ariel, where cryovolcanism is associated with double ridges and potential plume activity. In this work, dome age, based on crater counting, and aspect ratio are compared through correlative analysis to investigate …

Development, Characterization, And Application Of Nanomaterials For Target Detection And Therapeutic Study, Yingfen Wu

Theses and Dissertations

Nanomaterials have emerged as a pivotal area of research in chemistry, driven by their unique properties that make them suitable for both industrial and biomedical applications. Among nanomaterials, nanozyme is a series of nanomaterials with enzyme-mimetic activities that can proceed with the catalytic reactions of natural enzymes, conferring significant potential for their use in various biomedical applications. Herein, we describe three types of nanomaterials products with distinct properties and applications: 1) Fe³⁺-doped graphene quantum dots (GQDs) for sensitive H₂O₂ detection; 2) ratiometric fluorescent nanoprobes based on near-infrared (NIR) semiconducting polymer dots for label-free detection of dopamine; and 3) Multifunctional near …

Developing Inclusive Practices Through Peer Coaching In College Science Teaching, Briana Miller

Theses and Dissertations

Historically underrepresented students pursuing STEM majors encounter systemic barriers. Students are more likely to experience success when faculty implement inclusive practices. Faculty often lack the pedagogical training necessary to adopt inclusive practices, further perpetuating inequities. To eliminate barriers and offer equitable opportunities for success in STEM majors, this case study explores the implementation of peer coaching and Culturally Relevant Science Teaching (CRST) in college level science teaching, focusing on the experiences of three participating faculty. Through a year-long professional development (PD) cycle, three science faculty members from a small liberal arts college engaged in reflective practices aimed at improving their …

Psychology Graduate Student Experiences, Social Support, And Mental Health, Kathryn Lang

Theses and Dissertations

Graduate school is a highly stressful experience for many psychology students. Accordingly, graduate psychology programs need to identify and minimize unnecessary sources of stress on their students. Despite the importance of this topic, there is little research on factors that increase psychology graduate students’ stress. The present study determined how a student’s financial difficulties, quality of their social support, quality of their faculty support, number of adverse experiences they had in their program, the impact of a student’s negative experience in their program; and the population size of the location of their program affect a student’s mental health, perceived progress …

The Catalytic Conversion Of Corn Stover Sugars Into Lactic Acid, Ahmed Essam

Theses and Dissertations

The rising global demand for addressing global warming necessitates the development of renewable-based alternatives to current fossil fuel-based chemicals and fuels. Lignocellulosic biomass is the most abundant energy source following fossil fuels. As a result, agricultural residues such as corn stover have attracted substantial interest for utilization as a potential feedstock for renewable chemicals.Previous research work at the University of North Dakota showed promising results in converting corn stover sugars into chemical building blocks. The most crucial of these chemicals is lactic acid, which can be used in multiple applications including food, pharmaceuticals, and biodegradable plastics. Traditionally, lactic acid is …

Personality Across Realities: Correlations Between Personality Profiles And Preferences Within Roleplaying Games, Brittany Lee Mancha

Theses and Dissertations

Clinically maladaptive behaviors and personality types have been studied within gamers, both those who play video games and those who roleplay in tabletop games. However, the connection between personality types and the preferences of the players themselves in what and how they roleplay is just barely being studied. Personality traits, such as extraversion/introversion and motivation by pain or pleasure, may be both influencing the gameplay decisions and preferences of players, and vice versa. A total of 500 respondents completed the Millon Index of Personality Styles, Revised (MIPS-R), followed by a demographics survey and finally a survey assessing Dungeons and Dragons', …

Detection Of Apiary Sites From Remote Imagery, Ning Li

Theses and Dissertations

Honey bees are essential for honey production and pollination services, but their colonies have been declining despite increasing demand. This decline may be due to various factors, including habitat loss, altered land use, climate shifts, and pesticide exposure. In order to assess the quantity and quality of habitats for honey bees and determine their availability and suitability for supporting bee colonies, it is crucial to identify the spatial location of registered apiary sites being used. However, such data is not available, which makes it a challenge for researchers in the field to further advance honey bee-related investigations. In my study, …

Handheld Multimodal Point Spectroscopy, Rgb Imaging, And Fusion Artificial Intelligence To Determine The Species And Freshness Of Fish Fillets, Mitchell Sueker

Theses and Dissertations

When fish species are mislabeled and the fish’s freshness is inaccurately represented, health, environmental, and economic problems can arise for both consumers and the fish industry. Fish are some of the easier foods to mislabel, as the processing of whole fish to fillets makes the visual identification of the species and freshness assessment more challenging. Due to the shortcomings of the current industry standards, confirmed by our interviews with over 20 professionals in all fish supply chain nodes, developing a system that can provide accurate and rapid on-site fraud detection is of necessity. In an attempt to meet these needs, …

Investigating The Relationship Between Teachers’ State Evaluation Rating And Their Classroom-Based Assessment Practices And Systems, Christopher Jones

Theses and Dissertations

This quantitative research study investigates the relationship between teachers’ evaluation rating and their classroom-based assessment practices using a survey approach. Four middle schools consisting of 39 (grades six through eight) teachers in the Southwestern U.S. participated in the study. Research has shown that when teachers regularly use a system of evidence-based classroom assessment practices, student achievement increases. The problem addressed within this investigation is that students nationwide are performing at lower proficiency rates in math and English Language Arts than previously seen. Results from this study indicate that even teachers rated “highly effective” on evaluations are not employing evidence-based assessment …