Open Access. Powered by Scholars. Published by Universities.®

Digital Commons Network™

Open Access. Powered by Scholars. Published by Universities.®

2026

Discipline
Institution
Keyword
Publication
Publication Type
File Type

Articles 106471 - 106500 of 106536

Full-Text Articles in Entire DC Network

Occupational Therapy In Rural North Dakota Schools To Enhance Transition Planning, Kyra M. Schwartz Jan 2026

Occupational Therapy In Rural North Dakota Schools To Enhance Transition Planning, Kyra M. Schwartz

Occupational Therapy Capstones

Background: Access to services does not guarantee participation. Youth with disabilities, particularly in rural communities, continue to experience disparities in postsecondary outcomes related to employment, education, and independent living. While transition services are available, barriers related to awareness, coordination, and usability limit effective engagement. These challenges highlight a gap between service availability and access within rural systems and contribute to reduced participation outcomes.

Purpose: The purpose of this scholarly project was to develop an occupational therapy– informed, advocacy-driven approach to improve access to and navigation of transition services for youth with disabilities in rural communities.

Methodology: A multi-method, iterative approach …


Swimming With Confidence From An Occupational Therapy Perspective, Emma M. Schultz Jan 2026

Swimming With Confidence From An Occupational Therapy Perspective, Emma M. Schultz

Occupational Therapy Capstones

Background: Autism Spectrum Disorder (ASD) is a neurological disorder that impacts thousands of people and their families. Those with an ASD diagnosis demonstrate difficulty with safety awareness are at an increased risk to die due to drowning. Those with autism are often drawn to water for a multitude of reasons especially after an elopement attempt. There has been an increased awareness and development in aquatic therapy to reduce the drowning risks for those with ASD. Occupational therapists have begun to develop interventions that targets basic swimming and water safety. During these interventions, occupational therapists use their skills of activity analysis, …


The Effect Of Sensory Processing And Integration On Engagement In Occupations For Children With Sensory Processing Disorders, Ashley Schindele Jan 2026

The Effect Of Sensory Processing And Integration On Engagement In Occupations For Children With Sensory Processing Disorders, Ashley Schindele

Occupational Therapy Capstones

Background: Sensory Processing Disorder (SPD) is a condition where the person is unable to process and respond to sensory information (Guardado & Sergeant, 2023). Children who are lacking sensory integration skills may have more behavior problems due to their inability to regulate their responses (Guardado & Sergeant, 2023; Pfeiffer et al., 2013). Children with SPD may have abnormal sensitivities in any or all the sensory systems which may cause the child to not participate in their occupations (Guardado & Sergeant, 2023; Parham & Mailloux, 2020).

Purpose: The purpose of this scholarly project was to provide parents/caregivers a handout that thoroughly …


Harvesting Health: Cultivating Skills For Wellness In Agricultural Workers, Katie Renee Quinley Jan 2026

Harvesting Health: Cultivating Skills For Wellness In Agricultural Workers, Katie Renee Quinley

Occupational Therapy Capstones

Purpose: The nature of agricultural work is physically demanding and associated with an increased risk of musculoskeletal injury due to repetitive movements, heavy lifting, awkward postures, and prolonged physical labor. Despite the importance of agriculture as a meaningful occupation and major contributor to the workforce, limited resources address the unique physical demands of agricultural labor. The purpose of this scholarly project was to develop a video-based educational resource to promote safety and continued occupational participation in agricultural workers. Additionally, the project aims to assist therapy professionals in implementing ergonomic and task modifications through an accompanying resource guide.

Methodology: A literature …


Enhancing Leisure Opportunities For People With Disabilities In Rural Communities, Joslyn Mary Nordmark Jan 2026

Enhancing Leisure Opportunities For People With Disabilities In Rural Communities, Joslyn Mary Nordmark

Occupational Therapy Capstones

Purpose. The purpose of this scholarly project was to promote access to leisure opportunities for people with disabilities in rural areas. The author addressed unmet needs among this population considering personal, occupational, environmental, cultural, and socioeconomic factors. The goal was to develop a product that provided opportunities regardless of abilities to promote leisure exploration and participation, social engagement, and life skill development for people with disabilities

Methods. The author conducted a needs assessment through a literature review following the Model of Human Occupation (MOHO), collaborations with site staff, and an on-site observation and environmental analysis. Data was examined to identify …


The Missing Link: Psychosocial Integration In Neuro Ot Care, Emily Nelson Jan 2026

The Missing Link: Psychosocial Integration In Neuro Ot Care, Emily Nelson

Occupational Therapy Capstones

Introduction: Over 1 in 3 people are affected by neurological conditions, making it the leading cause of illness and disability worldwide (World Health Organization, 2024). Patients are often referred to inpatient rehabilitation to increase independence and functional recovery. There is a need to address psychosocial factors within this setting thus, The Missing Link: Integrating Psychosocial Factors into Neuro OT was created.

Methodology : The capstone is guided by the Model of Human Occupation (MOHO), which emphasizes the dynamic interaction between the person and their environment and its influence on psychosocial factors, personal identity, and competence. A comprehensive needs review was …


Cultivating Connections: Empowering Agricultural Community Members Through Collaborative Care, Kearyn E. Nelsen Jan 2026

Cultivating Connections: Empowering Agricultural Community Members Through Collaborative Care, Kearyn E. Nelsen

Occupational Therapy Capstones

Background: Agriculture and mental health – two words not typically used in the same sentence; however, considering the rate of suicide among those working in the agriculture profession is significantly higher than the general population, the need for both awareness and action is critically important. Despite a lack of research specific to occupational therapy and the agricultural population, occupational therapists on an interprofessional healthcare team are uniquely positioned to serve this population. Interprofessional collaboration is essential when serving agricultural community members, whose needs involve a complexity of physical, mental, social, and environmental factors, each impacting the overall health and well-being …


Occupation-Based Transition Planning Guide For High School Students With Disabilites., Kelsey Milleson Jan 2026

Occupation-Based Transition Planning Guide For High School Students With Disabilites., Kelsey Milleson

Occupational Therapy Capstones

Background: The transition from high school to adulthood is a critical period influencing independence, employment, and community participation for students with disabilities (Carroll et al., 2025; Rosner et al., 2020). Despite mandates under the Individuals with Disabilities Education Act (IDEA), many students experience poor postsecondary outcomes, including limited employment and increased reliance on caregivers (Benson et al., 2021; U.S. Department of Education, 2020). Effective transition planning should begin early, be individualized, and emphasize real-world skill development such as daily living, vocational skills, and self-advocacy (Cleary & Persch, 2020). However, school-based programs often lack consistency, structure, and performance-based outcome measures, reducing …


Increasing Leisure Exploration In Older Adults As They Age, Jackie Middendorf Jan 2026

Increasing Leisure Exploration In Older Adults As They Age, Jackie Middendorf

Occupational Therapy Capstones

Background: As individuals age, it is common for them to experience deficits that impact how and where they age (Dieuleveult et al., 2017; Nakahara & Yokoi, 2024; Park et al., 2021; Rimland et al., 2016; Szanton et al., 2016). These deficits commonly impact functional mobility and their ability to complete self-cares, leading to them having to leave their homes or receive services (Dieuleveult et al., 2017; Feller & Baker, 2022; Lindquist et al., 2021; Mayo et al., 2021; Spang et al., 2024). Along with deficits with functional mobility and self-cares, older adults experience decreases in their social engagement and leisure …


The Role Of Occupational Therapy In The Prevention Of Sudden Unexpected Infant Death (Suid), Natalie Ryan Mcfarren Jan 2026

The Role Of Occupational Therapy In The Prevention Of Sudden Unexpected Infant Death (Suid), Natalie Ryan Mcfarren

Occupational Therapy Capstones

Background: Each year, 3,700 infants die from SUID; this equates to about ten infants per day. SUID is an umbrella term that covers three separate subcategories: suffocation and strangulation in bed, sudden infant death syndrome (SIDS), and unknown (Cribs for Kids, 2026). Suffocation and strangulation in bed is the only subcategory that is 100% preventable with safe sleep practices, while the risk of SIDS can be decreased by adhering to safe sleep guidelines. While the prevalence of SUID has decreased since the 1992 Back to Sleep campaign, current data indicate a plateau, if not a slight increase, in SUID cases …


Digging Into Prevention: An Occupational Therapy Based Work-Related Upper Extremity Injury Prevention Program For Extraction And Mining Industries, Karli Teresa March Jan 2026

Digging Into Prevention: An Occupational Therapy Based Work-Related Upper Extremity Injury Prevention Program For Extraction And Mining Industries, Karli Teresa March

Occupational Therapy Capstones

Background: Extraction and mining industries, which play a significant role in the economic structure of Sweetwater County, Wyoming, consistently report some of the highest rates of work-related injury. Upper extremity based musculoskeletal injuries are particularly common and often lead to significant impairment and/or surgical intervention, impacting productivity, increasing lost-workdays, and contributing to long-term health outcomes. These injuries are often due to a dynamic interaction of personal, contextual, and task-based factors including fatigue, level of experience, organizational procedures and policies, repetitive motions, sustained forceful exertions, awkward positioning, and vibration exposure. Current prevention efforts are often reactive rather than proactive, with interventions …


Introduction Of Occupational Therapy Into A Suburban Supportive Housing Organization, Madeline Kuntz Jan 2026

Introduction Of Occupational Therapy Into A Suburban Supportive Housing Organization, Madeline Kuntz

Occupational Therapy Capstones

Abstract: Unhoused individuals experience compounded barriers beyond housing access and are often underserved within occupational therapy practice. This doctoral capstone project partnered with a nonprofit residential program to develop a research-informed onboarding manual grounded in the holistic occupational therapy framework, Model of Human Occupation (MOHO, O’Brien, 2017). The manual was designed to clarify expectations of the supportive housing program, address diverse resident needs, and promote independence as the organization expands. Development was informed by a comprehensive literature review and informal needs assessment of the organization, identifying anticipatory barriers and supports commonly experienced prior to program entry. Key areas of need …


Pathways To Participation: Enhancing Inclusion For Individuals With Idd, Katie Koxlien Jan 2026

Pathways To Participation: Enhancing Inclusion For Individuals With Idd, Katie Koxlien

Occupational Therapy Capstones

Background: Youth with intellectual and developmental disabilities (IDD) continue to experience barriers to meaningful community participation despite policies promoting inclusive community-based services (Friedman, 2017). Sensory sensitivities, difficulty with transitions, and overstimulating environments frequently limit engagement and increase anxiety or behavioral responses when appropriate supports are not present (Bagatell et al., 2022; Dean et al., 2018; Tint et al., 2017). Research indicates that inclusion requires intentional programming that incorporates structured supports, consistent routines, and opportunities for meaningful engagement (Edwards et al., 2021; Hall, 2016).

Methods: The purpose of this scholarly project was to develop a week long sensory exploration camp for …


Holistic Occupational Therapy Approach In Addressing Women’S Health Needs & Access To Care, Lilja Jurva Jan 2026

Holistic Occupational Therapy Approach In Addressing Women’S Health Needs & Access To Care, Lilja Jurva

Occupational Therapy Capstones

Background: As women across the lifespan experience complex physical, emotional, and occupational challenges related to maternal transitions, mental health needs, chronic conditions, and rural healthcare disparities, occupational therapy is uniquely equipped to address the complex challenges. Services have been proven to be directly correlated to lower incidence of preterm birth, cesarean delivery, low birth weight, excessive gestational weight gain, diabetes mellitus, and hypersensitive disorders, and higher incidence of vaginal delivery. A clear gap for maternal support services was identified in the Grand Forks community through literature review, interviews, and community engagement, leading to the development of NoDak Therapy and Wellness. …


Rebuilding Participation: Trauma-Informed Support For At-Risk Teens, Emily A. Funk Jan 2026

Rebuilding Participation: Trauma-Informed Support For At-Risk Teens, Emily A. Funk

Occupational Therapy Capstones

Background: Over half of our youth population have experienced at least one adverse childhood experience (ACE) before they reach adulthood (Madigan et al., 2025). ACEs are major factors in increasing a child’s chances of making risky lifestyle choices that negatively affect their physical, emotional, and mental health (Atchison & Suarez, 2021; Felitti et al., 1998). Dysregulation, irrational behaviors, poor academic achievements, high levels of stress, and feeling a loss of purpose are some of the challenges that at-risk youth face (Atchison & Suarez, 2021).

Purpose: The purpose of this scholarly project is to develop a toolkit that contains indirect occupational …


Empowering Caregivers: An Occupational Therapy-Informed Educational Program For Dementia Care In Rural Communities, Maria Lynn Johnson Jan 2026

Empowering Caregivers: An Occupational Therapy-Informed Educational Program For Dementia Care In Rural Communities, Maria Lynn Johnson

Occupational Therapy Capstones

Purpose: Hospitalization presents significant risks for individuals with dementia, including increased behavioral and psychological symptoms (BPSD), delirium, functional decline, and reduced occupational engagement (Boltz et al., 2023; Teichmann et al., 2019; Zwingmann et al., 2020). Acute care environments are often overstimulating, unfamiliar, and task-oriented, which can exacerbate cognitive impairment and contribute to caregiver distress. Despite strong evidence supporting nonpharmacological, occupation-based interventions, structured engagement opportunities are rarely integrated into acute care workflows (Burgdorf et al., 2023; Faeder et al., 2023). This doctoral capstone project aimed to develop occupation-based dementia activities for use during hospitalization while equipping formal and informal caregivers with …


Quality Of Life Of Individuals Residing In Senior Living Facilities, Meagan R. Danda Jan 2026

Quality Of Life Of Individuals Residing In Senior Living Facilities, Meagan R. Danda

Occupational Therapy Capstones

Introduction: Formal caregivers play an essential role in supporting residents’ physical, emotional, and social needs which contribute to overall health and well-being (Spilsbury et al., 2024). Due to these responsibilities, caregivers need to be properly equipped with the knowledge and skills necessary to perform clinical duties with confidence. The purpose of this scholarly project is to develop a product that increases caregiver confidence by providing caregivers with occupational therapy informed education. By enhancing caregivers’ knowledge and skill set, this product may contribute to a supportive environment that fosters resident engagement in meaningful occupations and promotes improved quality of life (QoL) …


Determining Driving Ability Following Traumatic Brain Injury, Shauna M. Corrigan Jan 2026

Determining Driving Ability Following Traumatic Brain Injury, Shauna M. Corrigan

Occupational Therapy Capstones

Introduction: A traumatic brain injury (TBI) can be a severe injury that causes lasting effects such as visual changes, challenges with concentration and memory, and problems with coordination and balance (Centers for Disease Control, 2024). This can impact an individual’s ability to safely return to the valued occupation of driving. Occupational therapists will commonly assess an individual’s ability to return to drive following a TBI, but they experience challenges in doing so due to a lack of standard method in assessing one’s safety while operating a motor vehicle (Baker et al., 2015; Tamietto et al., 2006; Classen et al., 2009; …


The Performance Of Machine Learning Algorithms In Predicting Under-Five Anaemia In Tanzania, Henry Ofori Duah, Derrick Nyantakyi Owusu, Godwin G. Duah, Paul Shidende Jan 2026

The Performance Of Machine Learning Algorithms In Predicting Under-Five Anaemia In Tanzania, Henry Ofori Duah, Derrick Nyantakyi Owusu, Godwin G. Duah, Paul Shidende

College of Nursing Faculty Research and Publications

Aim

Anaemia in children under five remains a major public health concern, contributing significantly to global child morbidity and mortality. With the rise of machine learning (ML), novel opportunities exist to model and predict anaemia more effectively. This study aimed to evaluate and compare the performance of five ML algorithms in predicting anaemia among under-five children in Tanzania.

Methods

We conducted a secondary data analysis using the 2017 Tanzania Malaria Indicator Survey (TMICS). The dataset (n = 5906) was randomly split into training (70%) and test (30%) sets. Five ML algorithms, Linear Discriminant Analysis (LDA), Logistic Regression, Random Forest (RF), …


Demonstration Of Infrared Pavement Heater, Dwayne Harris Jan 2026

Demonstration Of Infrared Pavement Heater, Dwayne Harris

JTRP Technical Reports

Indiana Department of Transportation (INDOT) maintenance currently employs several patching methodologies; however, prior to this study, INDOT had little experience with using infrared pavement heaters as a maintenance tool.  The purpose of this research was to introduce pavement heating technologies and provide INDOT maintenance personnel with experience using these technologies.


Simulating Current And Future Ev Growth Scenarios In Indiana, Omar Faruqe Hamim, Xiaowei Chen, Kenny Chandra Wijaya, Lavan Teja Burra, Zengxiang Lei, Rajat Verma, Konstantina (Nadia) Gkritza, Satish Ukkusuri Jan 2026

Simulating Current And Future Ev Growth Scenarios In Indiana, Omar Faruqe Hamim, Xiaowei Chen, Kenny Chandra Wijaya, Lavan Teja Burra, Zengxiang Lei, Rajat Verma, Konstantina (Nadia) Gkritza, Satish Ukkusuri

JTRP Technical Reports

As Indiana transitions toward electric mobility, data-driven planning is essential to guide electric vehicle (EV) charging infrastructure investment and deployment. This study evaluates the current and future performance of Indiana’s EV charging infrastructure using Multimodal Energy-Efficient Trip Simulation in Real Time (METS-R), a high-resolution simulation platform. Five EV adoption scenarios, ranging from pessimistic to optimistic, are modeled for the years 2024 through 2031, to assess spatial and temporal variations in public charging demand. Results reveal increasing public charging demand under high adoption scenarios, with significant disparities between urban and non-urban areas. Accessibility to public charging is found to be uneven …


Intermittent Phrenic Afferent Activation Induces Phrenic Motor Plasticity, Nicole M. Popp, Taylor C. Holmes, Elizabeth A. Rozycki, Kristi A. Streeter Jan 2026

Intermittent Phrenic Afferent Activation Induces Phrenic Motor Plasticity, Nicole M. Popp, Taylor C. Holmes, Elizabeth A. Rozycki, Kristi A. Streeter

Physical Therapy Faculty Research and Publications

Approaches such as electrical stimulation of the phrenic neuromuscular system are currently used in humans to manage breathing impairments. We recently showed that electrical stimulation of the diaphragm muscle induces phrenic afferent-dependent plasticity. These findings highlight the need to better understand the mechanisms of afferent-mediated plasticity to guide and improve the development of novel therapies using electrical stimulation. Here, we tested the hypothesis that intermittent activation of large-diameter phrenic afferents induces phrenic motor plasticity, which, like other forms of plasticity, is pattern sensitive. We delivered inspiratory-triggered electrical stimulation using a narrow pulse width (0.1 ms) to preferentially activate large-diameter afferents, …


Sport Training Day Affects Adolescent Athletes’ Sleep Schedules, Abigail Larson, Jena Heck Street, Roman De Guia, Jacob J. Capin Jan 2026

Sport Training Day Affects Adolescent Athletes’ Sleep Schedules, Abigail Larson, Jena Heck Street, Roman De Guia, Jacob J. Capin

Physical Therapy Faculty Research and Publications

Introduction: Sufficient sleep is integral to overall health whereas suboptimal sleep puts athletes at greater risk for injury, lengthens their recovery time, and decreases their performance. Our purpose was to compare sleep across training days (i.e., competition, practice, and rest) in adolescent athletes, specifically identifying differences between nights before and after training.

Methods: Participants [n = 33 (14 male, 19 female), aged 15.6 ± 1.0 years] wore an activPAL accelerometer continuously for 14 consecutive days and completed a sleep log noting training day status (i.e., competition, practice, rest).

Results: Athletes slept less on the day after competition compared to …


Teaching Nature Of Science (Nos) Through Cultural Windows: A Framework For Latinx Preservice Science Teachers, Noushin Nouri, Maryam Saberi Jan 2026

Teaching Nature Of Science (Nos) Through Cultural Windows: A Framework For Latinx Preservice Science Teachers, Noushin Nouri, Maryam Saberi

Teaching and Learning Faculty Publications

This chapter presents a comprehensive framework for teaching Nature of Science (NOS) to preservice science teachers through cultural windows, implemented through six targeted activities. The framework, developed through rigorous meta-synthesis of NOS literature and analysis of Latinx preservice teachers' autobiographies, integrates Culturally Sustaining Pedagogy (CSP) and Rightful Presence (RP) theories with NOS curriculum elements. This theoretical foundation informs the design of activities: Dolores Huerta environmental justice, Tangram exploration, historical cases, cultural picture analysis, nixtamalization black box, and family-scientist interactions. Each activity systematically maps to curriculum elements while demonstrating how the framework enables cultural knowledge integration in NOS instruction for meaningful, …


Advancing Culturally Sustaining Stem Instruction For Latinx Secondary Students: From Research To Practice Through The Monarch Migration, Maryam Saberi, Noushin Nouri Jan 2026

Advancing Culturally Sustaining Stem Instruction For Latinx Secondary Students: From Research To Practice Through The Monarch Migration, Maryam Saberi, Noushin Nouri

Teaching and Learning Faculty Publications

This chapter presents the development of a research-based STEM curriculum for Latinx students using Monarch butterfly migration phenomenon as context. Based on a systematic review of 196 articles, the study first maps eight STEM research categories for Latinx populations. It then conducts a meta-synthesis of 23 successful interventions to create a Latinx-Affirming STEM (La-STEM) curriculum framework organized around Akker's ten curriculum elements. Finally, it translates these theoretical foundations into practical implementation through a detailed Monarch butterfly migration curriculum. The Monarch phenomenon, chosen for its deep cultural resonance and scientific richness, demonstrates how each curriculum element can integrate STEM concepts with …


Lorawan-Based Asset Tracking System Development And Performance Analysis Within Stem-Pbl Framework: A Mixed-Method Study, Yousef Alfarraj, Ghada Abdelhady, Abdelrahman Ahmed, Mahmoud Elaasar, Jair J. Aguilar Jan 2026

Lorawan-Based Asset Tracking System Development And Performance Analysis Within Stem-Pbl Framework: A Mixed-Method Study, Yousef Alfarraj, Ghada Abdelhady, Abdelrahman Ahmed, Mahmoud Elaasar, Jair J. Aguilar

Teaching and Learning Faculty Publications

This study examines the integration of project-based learning (PBL) within the integrative STEM framework to advance practical problem-solving skills and investigate students' perceptions of the STEM-PBL approach through developing an IoT-enabled asset tracking system using Long-Range Wide Area Network (LoRaWAN) technology to tackle real-world logistical challenges. Adopting a mixed-methods approach, the study combines an experimental approach utilizing quantitative system performance analysis with qualitative insights gathered through participant interviews with ten graduate students. Results reveal that the LoRaWAN system demonstrated high reliability with only 0.437% downtime, validating the technical feasibility of the educational project. Furthermore, participants perceived the STEM-PBL approach positively, …


Fifty Terms Or More: Researching Curriculum Materials Centers, Caitlin Stewart Jan 2026

Fifty Terms Or More: Researching Curriculum Materials Centers, Caitlin Stewart

Faculty and Staff Publications – Milner Library

Curriculum materials centers (CMCs), or specialized, localized collections of P-12 educational resources to support teacher preparation programs in higher education, are referred to by fifty unique terms in the Directory of Materials Centers and Collection 8th edition. Education Source (Ebsco) and Education Research Index (ProQuest) were searched with all distinct terms as keywords. The number of search results in the controlled search environment were logged, and all search results returned were coded as highly, somewhat, or not definitionally relevant to the established definition of a CMC. Recommendations are given for how to best search for highly relevant CMC literature, …


Étude Multidisciplinaire Du Confort Des Bouchons D'Oreilles : Vers Une Protection Auditive Efficace En Milieu De Travail, Olivier Doutres, Franck Sgard, Alessia Negrini, Alain Berry, Chantal Gauvin Jan 2026

Étude Multidisciplinaire Du Confort Des Bouchons D'Oreilles : Vers Une Protection Auditive Efficace En Milieu De Travail, Olivier Doutres, Franck Sgard, Alessia Negrini, Alain Berry, Chantal Gauvin

Rapports de recherche scientifique

L'utilisation de protecteurs auditifs individuels (PICB), tels que les casques ou les bouchons d’oreilles souvent recommandés comme mesure temporaire, reste souvent le seul moyen d'assurer la protection des travailleuses et travailleurs exposés quotidiennement à des niveaux de bruit dangereux. Actuellement, le choix d'un PICB est principalement basé sur des considérations liées à l’atténuation acoustique qu’il offre (et mesurée en laboratoire par des organisations certifiées), et/ou à des caractéristiques de l'environnement de travail, telles que la chaleur, l'hygiène et la compatibilité avec d'autres équipements de protection individuelle (EPI). Le port de PICB est connu pour générer de nombreux inconforts qui peuvent …


Approximate Decryption In Homomorphic Division And Privacy Impact, Ameerah Alsulami, Marius Silaghi Jan 2026

Approximate Decryption In Homomorphic Division And Privacy Impact, Ameerah Alsulami, Marius Silaghi

Electrical Engineering and Computer Science Faculty Publications

The result of a computation over secret inputs inherently reveals some information about those inputs; such semantic leakage is unavoidable. The challenge is to ensure that the computation method does not introduce additional, avoidable disclosure beyond what is implied by the output itself. This issue is particularly critical in privacy-preserving machine learning and cloud-based data processing, where homomorphic encryption enables computation over encrypted data but often relies on practical approximations. Division-enabled homomorphic encryption schemes based on rational encodings preserve arithmetic correctness, but their decrypted outputs may retain sufficient algebraic structure to enable inference of the original operands, creating representation-induced leakage. …


A Systematic Review Of Artificial Intelligence For Software Requirements In Open-Source Software, Amal Alharbi, Khaled Slhoub Jan 2026

A Systematic Review Of Artificial Intelligence For Software Requirements In Open-Source Software, Amal Alharbi, Khaled Slhoub

Electrical Engineering and Computer Science Faculty Publications

Software stakeholders have seamlessly integrated artificial intelligence technologies into the requirements engineering processes for open-source software, which presents both opportunities and challenges. This systematic literature review examines the current state of artificial intelligence application in requirements engineering for open-source software and emphasizes the opportunities and challenges faced by practitioners. Based on the reviewed literature, artificial intelligence technologies, such as machine learning, natural language processing, large language models, and deep learning techniques, have been increasingly applied to support key requirements engineering activities, particularly requirements elicitation, classification, prioritization, and stakeholder analysis. However, the lack of structured data in open-source software directly challenges …