Digital Commons Network^™

Shell In The Sand, Mukund Kuntimad

Theses

sHELL in the Sand is a 2D animated student thesis film produced at the Rochester Institute of Technology. The film stars Travis, a newborn baby sea turtle who is trying to avoid certain death on his journey to the ocean. Among the threats he faces are sand traps, human litter, and natural natural predators. The main persistent threat that Travis has to deal with is a hungry pirate crab named Captain Fannyklaws, whose one goal is to make a meal out of Travis. The film serves as a metaphor for the struggles of everyday life that everyone goes through, showing …

Understanding The Effectiveness Of State Teaching Licensing For Deaf Instructors, Andrew Knox

Theses

This capstone research examines the systemic barriers that Deaf and Hard of Hearing (DHH) individuals face when pursuing state teaching licensure in the United States. Despite the growing need for Deaf educators, the current licensure process often marginalizes Deaf candidates by failing to provide adequate accommodations and relying heavily on standardized, English-based exams that disproportionately disadvantage non-hearing individuals. Using a mixed-methods approach that incorporates anonymous surveys of candidates’ experiences and a review of policy documents, this study uncovers key institutional biases and explores alternative pathways to licensure. These alternatives include performance-based assessments and innovative solutions such as video-based evaluations and …

Predicting Students At Risk Of Dropping Out In The College Of Medicine At Mohammed Bin Rashid University Of Medicine And Health Sciences. A Machine Learning Approach To Understand Attrition Factors Over The Past Seven Years, Moza Sulaiman Al-Zaabi

Theses

This master’s thesis investigates student attrition within the College of Medicine at Mohammed Bin Rashid University of Medicine and Health Sciences (MBRU) by applying the CRISP-DM methodology to analyse a dataset of 19 variables and around 2,000 records from Student Admission and Academic Performance sources. Although the dataset was relatively small, several machine learning models were developed to predict students at risk of dropping out, including Logistic Regression, Decision Trees, Support Vector Machines (SVM), and Artificial Neural Networks (ANN). Of these models, the ANN model, particularly when combined with Principal Component Analysis (PCA), achieved the highest performance with an accuracy …

Ai-Driven Anomaly Detection In Cybersecurity, Mohamed Almansoori

Theses

India has witnessed a huge level of digitization in the last two decades which has greatly impacted its economy and society. But the increasing use of technology has also intensified the number and level of threats to cyberspace in the country. Signature-based detection systems that have dominated the cybersecurity field for years have not been up to the challenge of modern attackers who use more complex and diverse attack methods. These challenges are well understood and this research focuses on improving the cybersecurity anomaly detection in India during the period between 2003 and 2022 using advanced AI and machine learning. …

Designing An Interactive System For Early Social Learning: Leveraging Emotion Recognition And Real-Time Feedback To Foster Early Childhood Emotional Mirroring And Social Skill Development, Yue Gu

Theses

For young children, traditional educational methods often rely too heavily on the caregiver's own time and energy as well as social attributes. There is currently no product on the market that mirrors emotions and provides real-time feedback on personality drawings that can simultaneously stimulate young children's recognition of facial emotions, understand and mimic expressions, and promote their social development. The purpose of this thesis is to design an interactive system to enhance early social learning in young children through emotion recognition and real-time feedback. The system utilizes a digital device's camera for emotion detection to detect children's facial expressions. It …

Greenmind: A Climate-Positive News Portal, Surabhi Singh

Theses

Greenmind is a website that promotes positive climate narratives for environmentally conscious individuals seeking hope and actionable solutions. It redefines how we approach climate change narratives by focusing on hope and progress. Unlike traditional media that often rely on fear to grab attention, Greenmind delivers stories showcasing actionable solutions and positive impacts already happening across the globe. Its core mission is to empower individuals to see themselves as agents of change, fostering collective action rather than promoting fear as a tactic for change. Greenmind’s approach to climate narratives is supported by research emphasizing the power of positive storytelling. Studies from …

Evaluation Of A Token Reinforcement System For Assignment Completion In Students With Educational Disabilities, Brandon O'Dell

Theses

Token reinforcement systems are an effective tool in applied behavior analysis. Studies as early as the 1960s and 70s have demonstrated the effectiveness of token economy from addressing the behaviors of psychiatric patients (e.g., Allyon & Azrin, 1965) to supporting the academic achievement of students in school settings (e.g., McLaughlin & Malaby, 1972) Most recently, Espinoza and Hackenberg (2024) discussed the history and effectiveness of token reinforcement, while providing practical recommendations for its application. The current study aimed to implement a token reinforcement system to increase assignment completion and accuracy in three eighth-grade students with various medical and educational diagnoses …

Assessment Tools In Verbal Behavior Research: A Systematic Review Of The Literature, Danielle Pisarek

Theses

Assessment tools are an essential component of applied behavior analysis (ABA), offering important information to assist in the design of intervention strategies for individuals with developmental disabilities, including autism spectrum disorder (ASD). Previous research has studied the validity, consistency, and effectiveness of some of these tools, with studies such as Dixon et al. (2017), Padilla and Akers (2021), Stewart et al. (2010), and Usry et al. (2017) providing insights into their attributes, shortcomings, and relevance. However, publications focusing on the use of these tools within behavior analytical research are lacking. This systematic literature review (SLR) aimed to identify and analyze …

Evaluation Of An Instructional Sequence To Promote The Emergence Of Convergent Intraverbals In Children With Autism, Jesika Woodard

Theses

Skinner (1957) defined intraverbal as a type of verbal behavior in which the

response form has no point-to-point correspondence with its verbal stimulus and is

followed by generalized conditioned reinforcement. Verbal behavior can be influenced

by multiple controlling variables, with convergent and divergent control being two

distinct types of this influence. In convergent intraverbals, multiple components of

antecedent verbal stimuli control a specific verbal response of the speaker. An example of

an intraverbal response under convergent control may be "banana" when asked, "What is

a fruit that is yellow?" De Souza et al. (2019) evaluated the effects of teaching …

Applications Of Neural Networks In Parkinson’S Disease Diagnosis, Saladin Minhaaj

Theses

Parkinson's disease (PD) is a complex and debilitating neurodegenerative disorder that affects millions of people worldwide. Early and accurate diagnosis is crucial for effective treatment and management of PD. This thesis explores the application of neural networks in PD diagnosis, leveraging their ability to learn patterns from large datasets and make accurate predictions.

Thesis provides an overview of PD, including its symptoms, diagnosis, and current challenges in diagnosis. We then delve into the fundamentals of neural networks, including supervised learning, mathematical interpretations, and parametric models. This research focuses on the development of neural network models that can accurately diagnose PD …

Lost Roots, Graziela Larroca

Theses

Lost Roots is an interactive 2.5D exploration game where players unite spirits by growing an underground network of roots. With a limited amount of roots to grow, players must unlock memories of the deceased and navigate through a cemetery in order to advance. The game serves as a unique take on the idea of purgatory, where the soul is essentially stuck and the player must find their own way out. The player first awakens underneath a tombstone with no memories of the past. Their only ability is to navigate through the dirt as a singular root, navigating around obstacles to …

Understanding The Relationship Between Humble Leadership, Reflecting Dialogue, Psychological Safety And Job Satisfaction: A Study Of Japanese Correctional Officers, Yayoi Kimura

Theses

This study investigates the relationships between humble leadership, reflecting dialogue, psychological safety, and job satisfaction among correctional officers in Japanese correctional institutions. Correctional officers face high levels of stress due to their demanding roles in rehabilitating and managing inmates, yet the impact of organizational factors on their job satisfaction remains underexplored. As Japan undergoes significant changes in its penal system, understanding the factors that contribute to a supportive work environment is crucial. First, this study examines the relationship between psychological safety and job satisfaction among correctional officers. Second, it explores whether facilities that practice reflecting dialogue and humble leadership experience …

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 …

Postermania: The French Advertising Poster Of The Fin-De-Siècle: An Art History Course, Erin Quirk

Theses

This project presents a comprehensive exploration of illustrated advertising posters at the fin de siècle highlighting their multifaceted role as artistic works, commercial media, and cultural artifacts. Designed as a three part course for a museum education department, the study integrates art history, visual culture, and social history to analyze the impact of these posters on the modernizing city of Paris. Focusing on artists like Jules Chéret, Henri de Toulouse-Lautrec, and Alphonse Mucha, the project traces the aesthetic evolution of the poster that blurred the lines between fine art and mass culture. The course examines the broader socio-historical context, exploring …

Optimizing Small Business Success Through An Online Fashion Consulting Infographic Guide, Nicole Campbell

Theses

The project aims to challenge traditional thinking within the fashion industry, paving the way for the creation of a thriving consulting business. In addition, it will underscore the significance of developing a strong online profile for fashion consultants, symbolizing the birth of the Consult the Soul brand. Through this initiative, the project aspires to revolutionize the realm of fashion consulting by fusing unique tactics with ethical standards. By encouraging a fresh perspective and emphasizing the importance of embracing digital platforms, the project sets out to redefine the standards of success within the industry. Ultimately, this venture seeks to establish a …

The Intersection Of Interactive Narrative And Flow State Immersion: An Exploration Of Trauma, Resilience, And Post-Traumatic Growth, Tiffani Barner

Theses

This work investigates the benefits of interactive narratives in conjunction with flow state immersion for individuals with Post-Traumatic Stress Disorder. A specific focus is placed on narratives that contain dark or horror-based themes. In addition, the importance of selfauthorship, representation, and empowerment are explored. Accompanying the examination of flow state, concepts such as challenge, failure, and the motivation to succeed at challenging tasks are analyzed. This work also includes a survey pertaining to user preferences regarding media and genre preferences. The goal of this project is to design an interactive user experience that activates flow state while also providing an …

Jacqueline Marval: Référence Sans Révérence Art History Lecture And Activity Series, Michelle Erickson

Theses

The painting Les Odalisques (1902-03) anchors the investigation of French artist Jacqueline Marval’s presence and contribution to the modernist art narrative. The painting is composed of five women who share a face and features, set in a private female space. The canvas is complete with bold strokes of color, and their skin is painted in the unrealistic tones that Fauvists will embrace, yet naturally – these women are still fully and complexly human. From a distance, they are sculptural.

This project is intended as a Club de Lecture series for adult learners of French culture and language at the Alliance …

Reframing The Canon: Black Contemporary Artist Shaping The Western Narrative, Elaysha A. Bazil

Theses

Reframing the Canon is an exhibition and thesis project that centers on Black Contemporary artists and their pivotal contributions to the Western art canon. Curated by Art BaziL, the exhibit challenges traditional narratives and biases, creating a space where Black art is celebrated as integral rather than supplemental. Through a collection of multi-medium works—from abstract paintings to digital art and handcrafted jewelry—the exhibit invites viewers to experience Black creativity beyond themes of struggle, highlighting resilience, innovation, and beauty. This project responds to the historical exclusion of Black voices within mainstream art institutions, advocating for a more inclusive and representative canon. …

Beauty Beyond Barbed Wire: Chiura Obata’S Perspective Of The Horizon, Bri Carlson

Theses

Depictions of the environment are an integral part of American art history because they convey cultural relationships of all who inhabited the land. The environment is often a stagnant force that harbors lifetimes of human history. One of these histories is the incarceration of about 120,000 Japanese immigrants and American citizens in 1942 after the bombing of Pearl Harbor. They were forced to evacuate their homes, lives, and families to live in detention centers and prison camps where living conditions were subpar. Many turned to art making to cope, and some artists used their work to silently protest and visually …

Harnessing Federated Learning For Stock Analysis And Portfolio Optimisation, Nishanth Sagar Panthangi

Theses

Financial technology is rapidly transforming, with machine learning becoming crucial in stock analysis and portfolio optimization. Traditional stock analysis faces data privacy challenges when pooling data. Federated Learning addresses this by training models collaboratively without sharing raw data. This thesis explores Federated Learning in stock analysis, focusing on optimizing portfolio strategies using client-specific data.The proposed Federated Learning framework allows entities to develop independent models while maintaining data privacy. By combining diverse trading strategies, a global model is built, enhancing adaptability and predictive accuracy. The global model achieved a 25.08% CAGR and a Sharpe ratio of 4.46, outperforming individual models, which …

Project-Based Learning In Art History: Course Curriculum, Katelyn Baltes

Theses

The course entitled “Project-Based Learning in Art History” is a rigorous curriculum that introduces students to art history but creates a better understanding of how materials and techniques were used throughout time. Students in 11-12th grade will be able to apply their knowledge and learning through projects integrated within each unit to develop a stronger understanding of the content. Students will be able to apply the design elements and principles of design within their artwork and recognize the different characteristics of various periods and cultures. There will be the use of two-dimensional and three-dimensional art within each unit, and students …

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 …

Using Machine Learning To Predict Energy Consumption In Commercial Buildings In The Uae, Saif Nasser Aljasmi

Theses

The ever-growing demand for energy necessitates a shift towards efficient management practices. Buildings, responsible for a significant portion of global energy consumption, present a prime opportunity for optimization. Building Energy Management Systems (BEMS) have emerged as a crucial tool in this endeavor, offering a comprehensive platform for monitoring and integrating various building systems. However, a key functionality within BEMS, energy consumption prediction, has faced limitations in accuracy. This stagnation hinders the full potential of BEMS for achieving optimal energy management strategies. Traditional methods for energy prediction often rely on historical data and lack the sophistication to capture the complex and …

Oh, But If I Had The Stars From The Darkest Night…, Kendra Jean Keefer

Theses

This paper explores how memory and loss interact with a yearning for home in the installation, Oh, but if I Had the Stars from the Darkest Night. Through sound, moving image, photography, mark-making, and poetry this thesis work explores universal themes of exile and migration, alongside the impact the current high stakes political climate had on one LGBTQIA+ teen and their mother, as they leave a home and extended family in North Texas to find sanctuary in Carbondale, Illinois. The natural world of Southern Illinois, with a focus on the lives of local white-tailed deer, becomes a mirror and a …

Second- And Third-Party Punishment In Common-Pool Resource Management, Jacquelyn Spence

Theses

Common-pool resources play a significant role in many economies, especially in developing countries where they are a critical source of food, income, and employment for communities. Long term management of common-pool resources can be challenging because the continued existence of the resource depends upon balancing the rate of resource depletion with the rate of repletion. Effective management of these resources is vital for protecting the environment and preserving the resources for future generations as overuse and degradation can have serious impacts on ecosystems and biodiversity. Elinor Ostrom’s design principles for common-pool resource (CPR) management provide valuable insight into human interaction …

Making Social Interactions Accessible For The Blind And Low-Vision People By Detecting Emotions Through Vocal Tone, Facial Expressions, And Body Language, Gautham Krishna

Theses

Despite the thriving research in the field of accessibility, there are several niche area where there is a need for specific solutions. One such area is social interaction. Blind and Low-Vision people (BLV) are limited in identifying emotions through verbal communication alone, which is often biased and unreliable in certain environments. Prior research illustrates the importance of body language in expressions and articulates the mechanism behind human emotions. Drawing inspiratoin from such research and various studies that were focused on emotion recognition systems, our research focused on identifying a portable accessible solution for BLV that classified emotion based on multi-modal …

Community Response To Floods In The Cache River Watershed Of Southern Illinois: Application Of A Proposed Framework For Assessing General And Specified Community Resilience, Raymond Albert Bieri Iii

Theses

Recent years have seen increased awareness about the potential adverse impacts of climate change on hydrologic systems and human communities. The concept of community resilience – the capacity of communities to respond to drivers of change in a manner that maintains or improves upon community well-being – is widely recognized as a suitable framework for informing climate change adaptation policies. Emerging insights from the community resilience literature highlight the importance of the distinction between general resilience, which refers to the resilience of social-ecological systems to all kinds of drivers of change, and specified resilience, which is concerned with the resilience …

A Focus On The Social Validity Of Treating Stereotypy Using Response Interruption And Redirection, Maggie Grace Ratcliff

Theses

Stereotypy refers to a class of operant repetitive motor and vocal responses with no readily apparent goal or purpose (Rapp & Vollmer, 2005; Singer, 2009; Wunderlich et al., 2023). Although most stereotypy is clinically insignificant and does not warrant treatment (i.e., nail biting, hair twirling), some stereotypy persists at a frequency or severity which interferes with skill acquisition, social interactions, and daily living skills. Stereotypy which persists at this level is considered clinically significant and is often the target of treatment (Wunderlich et al., 2023). A variety of evidence-based treatments for the reduction of stereotypy exist, though some neurodiversity advocates …

Integration Of Blockchain Technology In Industrial Applications, Sanjana Sakinala

Theses

This research explores the integration of Hyperledger Fabric., a framework of blockchain in industrial applications, particularly focusing on supply chain management. By addressing the limitations of traditional blockchains - such as high transaction latency, scalability challenges, and privacy concerns - this research demonstrates how Hyperledger fabrics overcomes them. Through simulation, we show significant enhancements in transaction speed, data privacy and scalability, making the Fabric a viable solution for industrial systems.