Digital Commons Network^™

Determinants Of Profitability In Uae Banks (2019-2023): An Analysis And Forecast For The Next Five Years, Rashed Aljanahi

Theses

This study aims to analyze the factors that led to the banks' profitability in UAE from 2019 to 2023 based on factors such as capital adequacy, asset quality, and liquidity. With these factors and Return on Assets, the study seeks to determine the link between the variables affecting financial performance in the banking sector. The study relies on quantitative data from UAE banks to include statistical analysis and construct predictive models. The relationships between the variables are established using Multiple Linear Regression. At the same time, Random Forest Algorithms explore Non-Linear Interactions and Time Series Analysis using ARIMA models to …

Inclusive Design Archive, Roblyn Powley

Theses

The Inclusive Design Archive (IDA) is a conceptual research and design project that responds to the ongoing reliance on Eurocentric, male-dominated narratives in design education. Many art and design curricula continue to exclude underrepresented creators, movements, and methodologies, limiting students’ exposure to the full scope of global design practice. Even well-intentioned educators often lack accessible tools to bring diverse perspectives into the classroom in a structured, research-supported way. IDA offers a solution in the form of a contextual search application that helps educators and students explore topics through three intersecting lenses: Broader Perspectives, Intersectional Approaches and Alternate Narratives, and Concepts, …

Social Media Intelligence: Responding To Crime And Violence In The Digital World, Chloe Lynn Sitton

Theses

The integration of social media into everyday life has transformed how crime is committed, communicated, and investigated. This capstone project examines the emerging field of social media intelligence and its growing influence on modern policing, surveillance, and the community. Drawing from sociological theory, law enforcement practice, legal analysis, and community-based research, this project offers a far-reaching interdisciplinary view of how social media is shaping crime and justice in the United States.

Balancing The Scales In The Fashion Industry, Theresa J. Fennell

Theses

The standards of beauty, particularly in the fashion industry, have long been a source of societal debate and controversy. Although beauty can be seen as “subjective,” over the years, certain standards have become institutionalized, creating exclusionary ideals that have dominated the fashion industry. Historically, these standards have favored slim body types, marginalizing larger, plus-size bodies. This bias is deeply entrenched in the industry, influencing everything from design to representation in advertising. However, the body positivity movement has emerged as a transformative force, advocating for the acceptance of diverse body types and pushing for greater inclusivity in fashion. Despite these advances, …

A Funerary Rite: A Visual Ethnography Of Climate Change, Threatened And Endangered Coral Species, And The Impact Of Coral Reef Death On Coastal Communities, Jason Uhl

Theses

This directed project includes research on a selection of the 24 coral species currently listed as threatened or endangered, these being at high risk of extinction. Climate change of the Anthropocene era and associated human-induced pollution impacts have resulted in most of the Earth’s coral reefs experiencing increased coral bleaching and coral death events. Our planet’s coral reefs are the main habitat to 25% of the world’s fish population. These coral habitats have also supported innumerous coastal communities in cultural, economic, social, and spiritual respects for millennia. This directed project includes the creation of an exhibition of 22 lidded ceramic …

Contemplating Glaciers - A Dialogue, Jessica Elizabeth Turner

Theses

This project investigates the evolving relationship between art, climate education, and audience engagement. It explores how the visual arts serve as a medium for fostering awareness and dialogue about climate change while inspiring climate resilience through artistic and curatorial intervention. The exhibition Contemplating Glaciers – A Dialogue showcases the work of Canadian artist Jan Kabatoff, whose practice incorporates multisensory experiences, including paintings, sculptures, photographs, VR, and soundscapes to engage viewers with the ongoing degradation of glaciers. The exhibition bridges the gap between scientific knowledge and artistic expression within a gallery space designed to encourage participation and reflection. It seeks to …

Applying Machine Learning For Crime Trend Analysis, Dana Alsoori

Theses

The analysis of crime rates has always been a critical component in shaping law enforcement strategies and public policy. This study focuses on the U.S. crime rates from 1975 to 2015, as reported by the FBI’s Uniform Crime Reporting (UCR) Program, to explore patterns and trends over four decades. By analyzing this extensive dataset, the project aims to provide insights into the dynamics of criminal activity across different regions and crime categories. The goal is to uncover both visible and hidden trends that can inform better decision-making in crime prevention and resource allocation. With the rise of data-driven methods, this …

Assessing The Spatiotemporal Variability Of Aerosol Optical Depth And Particle Sizes In The Uae Atmosphere Using Remotely Sensed Data, Bashayer Ali Alzahmi

Theses

This thesis investigates atmospheric aerosol concentrations, with a particular focus on the United Arab Emirates (UAE). The study maps the spatial and temporal variations in Aerosol Optical Depth (AOD) and characterizes aerosols using high-resolution Moderate Resolution Imaging Spectroradiometer (MODIS) products. The primary objective of this research is to enhance the understanding of aerosol dynamics in the UAE by distinguishing between natural and anthropogenic aerosols through the Angström Exponent (AE) and assessing their impacts on local climate, air quality, and public health. The study employs Remote Sensing (RS) techniques to conduct detailed environmental assessments, analyzing AOD variability across daily, monthly, seasonal, …

Palette Of Perspective: Designing An Inclusive Art History Curriculum, Amy Bettencourt

Theses

This project aims to develop an inclusive art history curriculum as a high school level course, addressing the traditional Western-centric focus that has been marginalized non-Western contributions. By pairing Western and non-Western artworks within a chronological framework, students can compare artistic expressions across cultures, emphasizing parallel histories rather than a single Eurocentric narrative. The curriculum employs diverse interpretive methodologies to foster critical thinking and challenge conventional narrative. Designed for a 20-week semester, it focuses on a smaller number of key artworks per unit to encourage meaningful engagement and projects. While still rooted in Western art, the course connects global artistic …

Predicting Consumer Churn In Telecommunications, Amna Yousef Almatrooshi

Theses

The telecommunications industry is highly competitive, with consumer churn being a significant concern due to market saturation. Churn, or customer attrition, refers to customers leaving a service provider due to dissatisfaction or better offers from competitors. This phenomenon is particularly impactful in the telecom sector, where retaining customers is more cost-effective than acquiring new ones. To address this issue, telecom companies increasingly rely on machine learning techniques to predict customer churn and implement strategies to retain at-risk customers. The study highlights the importance of understanding the factors contributing to customer churn, including service quality, pricing, customer service interactions, and competition. …

Navigating The Job Landscape: Insights From Linkedin Through Npl, Mohammed Alsallal Alfalasi

Theses

This study uses NLP to examine the relationships between skills needed, wage trends, and job attributes in over 33,000 LinkedIn job posts. NLP enabled us to analyze a large dataset and gain deeper insights into the employment market. We obtained and cleansed the data ethically to guarantee that it was accurate for NLP analysis. This investigation included techniques such as keyword extraction and sentiment analysis to uncover important talents, job market attitudes, and industry trends. We also examined pay trends to better comprehend the market's economic aspects. By merging NLP and machine learning, this study offers a novel methodological framework …

Polytetrafluoroethylene (Ptfe) Vs. Ptfe-Free Coatings On Paper Label: Analysis Of Label Mechanical And Performance Properties, Chuqi Su

Theses

Post-printed water-based (WB) coatings, commonly known as aqueous coatings, have gained popularity for paper-based label manufacturing because of their environmentally friendly characteristics. Polytetrafluoroethylene (PTFE) is one of the common additives added to the WB coatings to achieve heat resistance and rub resistance properties for the final product. PTFE is a synthetic fluoropolymer of tetrafluoroethylene, and is a category of Polyfluorinated Substances (PFAS). As of January 2024, the sale of food packaging containing PFAS is prohibited in the state of Minnesota, with expectations that this regulation will extend to other states because of the proven harm of PFAS to both humans …

An Analysis Of Funding For Emergency Medical Services In New York State, Conner Griffin

Theses

Emergency Medical Services (EMS) has been a misfit member of public safety and healthcare within the United States since the 1970s. As EMS has progressed into its modern form, policies haven’t caught up, particularly concerning funding. Medicare and Medicaid reimbursement no longer reflect the reality of modern EMS systems. The need to transport a patient to an emergency department to recoup service costs perpetuates an already costly healthcare system (Munjal & Carr, 2013). To offset the loss encumbered by EMS agencies across New York State (NYS), local governments can provide much needed funding. Funding of this nature has also been …

Music Education In The Urban Classroom: Issues Of Equity And Access, Lakeisha Walker

Theses

Music education in urban classrooms plays a crucial role in shaping students' overall development and academic success. The field of music education is not immune to the challenges of equity and access that exist in urban settings. It is essential to address these issues to ensure that all students have equal opportunities to participate in music programs and reap the countless benefits that come with them.

The importance of this topic in the field of music education cannot be overstated. Research has shown that students who participate in music programs demonstrate improved academic performance, enhanced cognitive skills, and increased creativity. …

An Evaluation Of The Irish Rugby Football Union (Irfu) Coach Education Framework In School And Club Settings, Kevin Smith

Theses

This thesis aimed to evaluate the Irish Rugby Football Union Coach Education Framework (IRFU-CEF) and its subsequent effect on coach behaviours/perceptions, training session content, and athlete perceptions in multiple rugby union settings. The IRFU-CEF was designed to educate coaches in How to coach, as opposed to more traditional forms of coach education that are typically designed to deliver content of What to coach. A baseline analysis (Study 1) was conducted to examine current behaviours/perceptions in a rugby union coaching environment. An IRFU-CEF intervention (Study 2) was delivered to coaches in the form of a single episode as a coach education …

Diversity, Distribution, And Determinants Of Bacterial Communities In Arctic Soil, Amna Khaleefa Alhemeiri

Theses

Arctic soils host diverse bacterial communities crucial for ecosystem functioning and nutrient cycling. Understanding the factors shaping their diversity and distribution is essential to assess ecosystem responses to climate warming. This study aimed to assess and compare bacterial diversity and community structure between high- and sub-arctic ecosystems and explore the environmental and climatic factors determining their distribution. We collected 16S rRNA gene amplicon sequence data from 999 samples of high- and sub-arctic soils. All the data was pre-processed and quality-controlled using a similar bioinformatics methodology, followed by statistical analyses including alpha and beta diversity assessments, and volatility analysis using QIIME2. …

The Influence Of Woody Cover And An Exploration Of Raptor Density On Northern Bobwhite Survival In Southern Illinois, Blake Baum

Theses

Northern bobwhites (Colinus virginianus) are a culturally and economically significant game bird characteristic of grassland landscapes throughout their range. Despite the variety of research conducted on this species for nearly a century, populations continue to steadily decline, raising concern for future populations and highlighting the need for region-specific research. My research was conducted at Burning Star State Fish and Wildlife Area in northeastern Jackson County, Illinois from 2020-2022. My research addressed the following two objectives to provide insight on the population ecology of bobwhites at this site: (1) investigate the impact of multiple woody cover types within the home ranges …

Biomass Estimation Of Mature Mangrove Trees In The Uae Using Spaceborne Remote Sensing Techniques, Yasmine Ashraf Heikal

Theses

Mangrove forest ecosystems play an essential role in diminishing the effects of climate change caused by the increase in carbon dioxide in the atmosphere. Estimating mangrove forest aboveground biomass (AGB) and hence aboveground carbon (AGC) can assist in decision-making for conservation, sustainable use, and protection of these forests. The goal of this research project was to map the AGB of mangrove forests along the coasts of the United Arab Emirates (UAE) with the aid of Landsat-8-9 satellite imagery data acquired in September 2023. 12 AGB estimation models were developed based on the combination of in situ measurements and Landsat-8-9 derived …

An Intelligent Academic Advising System For Course Recommendation Using Large Language Models, Malika Maya Iratni

Theses

Academic advising is an important resource for students, especially in higher education, in order to guide them to make the best possible decisions to improve their overall academic performance and overall academic journey. With the increasing number of students joining these institutions each year, traditional advising becomes a time-consuming and inefficient process that can leave students discouraged, and advisors overwhelmed. Therefore, there is a need to develop intelligent advising systems that make use of the recent advancements in technology, to support the advising process, and increase overall student satisfaction. In this work, an academic advising model that uses Recommender Systems …

Crime Rate Analysis And E-Crime Prevention In Dubai Using Machine Learning., Mohammad Ahmad Hatam

Theses

Globally increasing criminal activity, such as E Crimes, presents a serious threat to both economic growth and social welfare. Nevertheless, Dubai is a safety haven in the middle of this trend, as seen by the significant decline in major and non-alarming crimes during the first quarter of 2023. This study uses an examination of the large crime dataset (about 34,567 events) from the Dubai Police Department that spans 2019 to 2021. Several main goals are to be achieved by this work by using geospatial methods, predictive modelling, correlation investigations, and exploratory analysis. First of all, it looks for complex trends …

A Most Despicable Hoax: Women, Crime, And Newspapers In Depression-Era St. Louis, Nancy Stiles

Theses

This paper delves into the captivating saga of Nellie Muench, a St. Louis housewife whose life intersected with the burgeoning celebrity culture, evolving media landscape, and shifting gender dynamics of the early 20th century. Muench's involvement as a co-conspirator in the 1931 kidnapping for ransom of a wealthy doctor propelled her into the spotlight, where she navigated media manipulation to attempt to craft her own narrative. Secretly obtaining a baby and passing it off as her own child to gain jury sympathy and blackmail a rich paramour took interest in her case to sensational tabloid (and legal) heights. Drawing from …

Unearthing The Past: A Comprehensive Study Of Natural And Anthropogenic Changes At An Archaeological Site Through Hydrogeologic Connectivity Utilizing Gis, Mehlich Ii Phosphorus Extractant, And Ph, Dana L. F. Herren

Theses

This thesis aims to thoroughly analyze the Mehlich II Phosphorus Extractant and pH levels at the Bains Gap Village Site in Anniston, AL., while examining the impact of various environmental factors and human activities on them. Phosphorus is often used in archaeology as an indicator of human activity. Soil core samples were collected to analyze anomalies in phosphorus levels.

To establish any relationships, phosphorus and pH levels from soil cores were correlated with findings from past excavation units and features. The potential effects of hydrogeologic connectivity on soil phosphorus and pH levels were investigated. Geospatial technologies were used to manage …

The Ghanaian War Against Malaria: A Geospatial Approach To Malaria And Healthcare Access In Ghana, Emmanuel Aklie

Theses

This geospatial research project aims to analyze the complex factors influencing malaria incidence in Ghana, including healthcare access, cultural beliefs, and preventive measures. Using GIS mapping and spatial analysis, the study examines malaria distribution and healthcare facility locations to identify hotspots and access inequalities. Combining quantitative data from sources like Demographic and Health Surveys with qualitative methods like surveys and interviews, the project analyzes the relationship between malaria prevalence and vaccination rates, bed net usage, and cultural views on treatment. By taking a comprehensive approach focused on evidence-based insights, the research seeks to inform targeted interventions by the Ghanaian government …

Integrating Artificial Intelligence For Automated Storytelling In Turn-Based Strategy Games, Timothy Ripper

Theses

This project is inspired by turn-based strategy games, Final Fantasy Tactics, X-Com 2, and modern turn-based strategy games. This project is structured around the use of artificial intelligence for storytelling within strategy games. The focus of this project utilizes artificial intelligence in creating a quest generation system for storytelling. The resulting quest system creates new quests dynamically after communicating with an artificial intelligence allowing players to potentially experience an ever-expanding story from quests

Hydrologic Impact Index For The Pinhoti Hiking Trail, Allie Field

Theses

Author note: The author of this thesis is also published under the name Allie Bobo.

This study aimed to identify flood-prone areas along the Pinhoti Trail and Chinnabee Silent Trail in the Talladega National Forest. Using the Hydrology Flood Index layer that was created using several essential data layers, the research aimed to provide campers, hikers, nature enthusiasts, and trail maintenance teams with information about areas at a higher risk of flash flooding. The Hydrology Flood Index layer rates the risk of flooding on a scale of 1 to 4, with level 1 indicating a low risk of flooding and …

From Ordinary To Extraordinary: Using Storytelling To Reveal The Hidden Histories Of Objects And Enhance Meaning Making In A Living History Village, Jill Poppenheimer Johnson

Theses

Objects without a narrative are simply things. By contrast, an object with a story can be used as a vehicle for a museum to open dialogues with visitors about the people of that time period, how they lived their lives, and what social aspects influenced them. The story of an object, what makes it different from hundreds of others just like it, can change it from ordinary to extraordinary and be used as a powerful learning tool by helping the audience to create connections and make meaning of what they are seeing and experiencing. This thesis explores the relationships between …

Intelligent Tutoring System Ontology, Wael Mohamed Hassan

Theses

The integration of pedagogical rules into Intelligent Tutoring Systems (ITS) using semantic web technologies, particularly the Web Ontology Language (OWL), holds great promise for enhancing the capabilities of these systems. However, a significant challenge arises from the labor-intensive process of manually constructing ontologies, which can consume valuable time and resources. While ontologies offer numerous advantages, including robust knowledge inference and scalability, the limitations of manual ontology creation are evident in terms of time and flexibility. Therefore, the primary objective of this research is to develop an efficient and automated solution that harnesses the benefits of ontologies while reducing the time …

Mapping And Analyzing Urban Growth In The Abu Dhabi Metropolitan Using Geospatial Technologies Integrated With Machine Learning, Hamsa Mohamed Yusuf

Theses

Urbanization is happening at a rate twice the increase in population on a worldwide scale. This has great environmental and social impacts, along with large impacts on regional climate and one of the reasons for this is the ever-continuous change of land use and land cover. The availability of high-resolution satellite imagery in addition to the advancements in geospatial technology allow mapping of LULC changes to be done accurately, efficiently and covering wide areas. This thesis studies the urban Land Use and Land Cover Change (LULCC) that happened in Abu Dhabi city for the last 3 decades by utilizing geospatial …

Utilizing Hyperspectral Remote Sensing For Saline Soil Assessment In The Emirate Of Abu Dhabi, United Arab Emirates, Alya Hassan Aldhaheri

Theses

This study presents the application of hyperspectral remote sensing techniques to measure soil salinity. Soil salinity is a major concern in many arid and semi-arid regions, affecting crop productivity and ecosystem health. In most arid and semi-arid areas various levels of salinity can be encountered including sabkhas. Sabkha (salt flat) is a geological feature composed of saline and salt marshes that typically occur in shallow or coastal environments within arid and semi-arid climates. Traditional methods of measuring soil salinity are time-consuming and labor-intensive, making remote sensing techniques an attractive alternative. This study employed a hyperspectral sensor specifically the SVC-XHR-1024i to …

Ambient Temperature Modelling With Ecostress And Private Weather Stations, Gaurav Khatri

Theses

This thesis explores the development and application of a novel data architecture for predicting ambient temperatures across US cities, focusing on integrating multi-source data i.e. ECOSTRESS land surface temperatures, urban surface properties, and crowdsourced weather data. The methodology is designed for scalability and adaptability across different urban regions, employing rigorous data quality control to enhance prediction accuracy. The validation of this model across diverse urban settings, demonstrated through rigorous RMSE comparisons and spatial mapping, validates its superiority over traditional models. Through experiments in diverse climatic conditions in Madison, Wisconsin, and Las Vegas, Nevada, the study assesses the model’s generalizability and …