Digital Commons Network^™

Enhancing Driver Distraction Detection Through The Synergy Of Deep And Traditional Machine Learning, Gowtham Chandrasekaran

Master's Projects

Distracted driving is a major contributor to motor vehicle accidents, causing injury and loss of life. It is one of the major factors that affect the overall driving behavior of a person. Insurance companies take into consideration factors like gender, age, etc. to set insurance premiums for their customers. Today, machine learning and artificial intelligence can eradicate this bias. A machine learning model can analyze driving behavior, such as the frequency and severity of accidents, the speed at which they drive, and their habits such as distracted driving. Based on this information, the model can then determine the risk of …

Unlearning Hidden Bias Between Refugees : An Initial Empirical Investigation, Akshay Sunil Gurnaney

Master's Projects

The challenges that refugees in various regions encounter are common knowledge. One such challenge is a bias among refugees on ethnocentric grounds. In particular, there are various articles that have pointed out the struggles faced by Syrian refugees in countries like Europe as a result of implicit bias. In fact, the media coverage of Syrian crises and the government responses to the same shed negative light on the refugees themselves. On the contrary, the media coverage of Ukrainian crises is very different with lesser restrictions from the governments.

This research attempts to identify the extent of implicit bias between Ukrainian …

Visual Scene Classification Using Ensemble Of Machine Learning Classifiers, Rahul Ranganath

Master's Projects

Visual scenes represent the comprehensive visual information observed in a particular environment. Whether natural landscapes, urban settings, or designed interiors, visual scenes encompass the arrangement of elements that individuals perceive through their visual senses. Visual search is perhaps one of the most typical jobs that we carry out several times a day. This is one of the main paradigms for researching visual attention. Many visual task models have been put forward in an effort to better understand visual attention. Fixations and the rapid movement of the eye - saccades, define visual exploration and visual search. When we subject viewers to …

Pygrapherconnect, Shubham Jain

Master's Projects

The evolving landscape of backend computational systems especially in biomedical research involving heavy data operations which have a gap of not being used properly. It is due to the lack of communication standard between the frontend and backend. This gap presents a problem to researchers who need to use the frontend for visualizing and manipulating their data but also want to do complex analysis. CAPRI a python-based backend system specializing in analyzing Evidential Reasoning data also has the same issue. This project offers a solution PyGrapherConnect module acting as a data conversion layer between CAPRI and PyGrapher, its frontend interface. …

Mild Cognitive Impairment And Alzheimer’S Disease Detection And Testing Interface (Mci-Addti) Modeller10.4 Integrating Structure-Function Prediction Modules, Grant Galileo Jacobson

Master's Projects

In the population of adult human patients who over express Beta and Tau Amyloids, it is unclear why 40% of them do not have Alzheimer’s Disease (AD), when all patients with AD have an overexpression of Beta and Tau Amyloids. The MCI-AD-DTI project’s epigenetic pipeline is an evolving computation tool that seeks epigenetic-related information related to the observed disparity. The MCI-AD-DTI’s epigenetic pipeline’s ability to identify mutations currently relies solely on PyPDB for verification of its protein functionality evaluation. The assessment process of the industry standard application, Modeller10.4, is independent from the current epigenetic pipeline’s protein evaluation algorithm. Thus, this …

Xai-Driven Cnn For Diabetic Retinopathy Detection, Vikas Shenoy Pete

Master's Projects

Diabetes, a chronic metabolic disorder, poses a significant health threat with potentially severe consequences, including diabetic retinopathy, a leading cause of blindness. In this project, we tackle this threat by developing a Convolutional Neural Network (CNN) to support the diagnosis based on eye images. The aim is early detection and intervention to mitigate the effects of diabetes on eye health. To enhance transparency and interpretability, we incorporate explainable AI techniques. This research not only contributes to the early diagnosis of diabetic eye disease but also advances our understanding of how deep learning models arrive at their decisions, fostering trust and …

Dynamics Of Organisational Politics And Library Administration On The Motivation And Job Performance Of Library Staff, Omobolade Opeyemi Adeagbo Dr., Iwok Nnah Shabi Dr., Femi Zacch Oguntuase Dr.

Library Philosophy and Practice (e-journal)

Organizational politics is present in every secular establishment including the library with its attendant pros and cons. The paper aims to describe the observed interplay between organizational politics, motivation, and job performance of academic library staff to achieve organizational goals and promote workplace peace and harmony. The study employed a qualitative approach based on personal observation by the researchers and interviews of library managers conveniently selected from four academic libraries in Nigeria; two from the south–south and two from the south–west geopolitical zones. The findings showed that organizational politics can negatively influence library staff's motivation and job performance and lead …

“The Issue Is Already There; Just Have The Conversation!”: Culturally Sustaining Reflection In The Student Teaching Triad, Hanna M. Asrat

Dissertations

There is a vast demographic mismatch between California’s public school teachers (who are majority White, mono-lingual English-speaking women) and California’s public school students. Though universities responsible for educating preservice teachers often include coursework that attempts to help address this demographic mismatch, such as instruction about Culturally Sustaining Pedagogy, if preservice teachers do not get the chance to practice this pedagogy in their fieldwork placement, they tend to fall into to the two-worlds problem. The two-worlds problem posits that preservice teachers view constructivist and Culturally Sustaining Pedagogies learned at the university as theoretical and incompatible with actual teaching, and so they …

Ethnic Studies Implementation In A K-8 District: Culture, Critical Consciousness And Collective Efficacy, Genvieve Dorsey

Dissertations

This research was a descriptive study in which the researcher explored the beginning phases of Ethnic Studies implementation in a Kindergarten through Eighth grade (K-8) school district in Northern California. Using a social justice lens, and through a review of Ethnic Studies, Collective Efficacy, Critical Consciousness, and School Culture constructs, the researcher attempted to capture and articulate a cultural profile of the school district and the degree to which it aligned to the cultural typologies articulated among Ethnic Studies scholars.The study included the collection of several types of data, including: (1) archival documents; (2) teacher focus groups; and (3) administrator …

Voice Of The Inaudible: Well-Being Of Chinese American Young Adults, Chinese American Parents’ Parenting Competency, And The Correlation Of The Two, Diana Huang

Dissertations

Violence against Asian Americans since the beginning of the COVID-19 pandemic has become a national crisis in the United States. Racism against Asian Americans in the country, however, has been deep-rooted since the nineteenth century. Chinese American adolescents, who are susceptible to identity crisis as young adults and confront racial discrimination as a minority race, face distressing challenges. It is critical to inquire into their lived narratives and hear their voices. The author investigated the early life experiences of nine Chinese Americans and identified how racial identity is shaped at a young age with negative external inputs, as well as …

When She Speaks: A Black Feminist Autoethnography Exploring Joy And Positionality In Higher Education, Leslye M. Tinson

Dissertations

This dissertation examines the intersections of race, class, and gender of a Black woman as an educational leader and doctoral student. Through autoethnography, I explore self-meaning in cultural contexts and focus on how my positionality contributes to my attempts to find joy in academe. Chapter I discusses the gender and racial gaps in the American professoriate and introduces three research questions. Chapter II interprets extant literature and identifies a conceptual framework that utilizes Black feminist thought, critical race feminism, intersectionality theory, and multicultural feminist perspectives to analyze my lived experiences. Chapter III outlines the research methodology of autoethnography to address …

Measuring High School Counselor Beliefs On The Importance Of Mtmdss Universal Supports Since Covid-19, Ryan J. Carter

Dissertations

The U.S. onset of the COVID-19 pandemic in 2020 brought immediate and unprecedented disruption to California secondary education. High school students in California have endured varying degrees of uncertainty, hardship, and trauma, with the full extent of impacts on students not yet known. California high school counselors, faced with the dilemma of how to support student needs effectively and equitably during COVID-19, have looked to the state as well as professional organizations for guidance on best support practices. Multi-tiered support frameworks, such as MTSS and MTMDSS have emerged as prominent pandemic response recommendations and are being implemented throughout California. The …

“Can I Get Some Help, Please?”: Examining Contributing Factors To First-Generation Student Success In California Community Colleges, Tijan G. White

Dissertations

This study aimed to determine the percentage of first-generation college students enrolled at California Community Colleges and examine their experiences through a culturally engaging lens using a mixed-methods approach. The research was interested in determining what percentage of community college students hold first-generation college student status using the federal definition of the term, understanding to what extent those students found their campus environments to be culturally responsive and relevant to their needs and what insights some of these students could offer regarding their experiences. The researcher surveyed and facilitated a focus group discussion with students throughout the Bay Area geographic …

Beyond Social Emotional Learning: Toward A Humanizing And Transformative Teacher Sel, Ash Ray Busby

Dissertations

The purpose of this study was to bring to life the experiences of how the development of a Social, Emotional and Cultural lens prepares teachers to meet their own social and emotional needs in the classroom and consequently be better prepared to meet their students’ social and emotional needs in ways that are culturally sustaining. This qualitative research study explored these phenomena through a series of three in-depth interviews and a classroom observation with four in-service teachers in a Northern California school district that prioritizes social emotional learning (SEL) for students and teachers. The insights from this research may inform …

Eye Movements Behaviors In A Driving Simulator During Simple And Complex Distractions, Pradeep Narayana

Master's Projects

Road accidents occur frequently due to driving distractions all around the world. A driving simulator has been created to explore the cognitive effects of distractions while driving in order to address this problem. The purpose of this study is to discover the distraction-causing elements and how they affect driving performance. The simulator offers a secure and regulated setting for carrying out tests while being distracted by different visual distractions, such as solving mathematical equations and number memorizations.

Several trials have been conducted in the studies, which were carried out under varied circumstances like varying driving sceneries and by displaying different …

Twitter Bot Detection Using Nlp And Graph Classification, Warada Jayant Kulkarni

Master's Projects

Social media platforms are one of the primary resources for information as it is easily accessible, low in cost, and provides a high rate of information spread. Online social media (OSM) have become the main source of news information around the world, but because of the distributed nature of the web, it has increased the risk of fake news spread. Fake news is misleading information that is published as real news. Therefore, identifying fake news and flagging them as such, as well as detecting sources that generate them is an ongoing task for researchers and OSM companies. Bots are artificial …

Intersections Of Disproportion: A Critical Quantitative Examination Of Dis/Ability And Gender In Black Students’ School Discipline Outcomes, Ceema Samimi, Noah Jefferson, Shelby Flanagan, Yolanda Anyon

Faculty Research, Scholarly, and Creative Activity

This study uses critical race quantitative intersectionality to examine the impacts of gender and dis/ability type on Black students’ school discipline outcomes. We use multilevel logistic regression models to analyze data from a large urban school district, considering the intersectional impact of gender and dis/ability type on school discipline outcomes among Black students (suspension, restorative justice, referral to law enforcement). We found that Black students identified as male, labeled with emotional dis/abilities, or identified as having ADHD were more likely to experience school discipline consequences than those who were not. These findings suggest that gender and dis/ability status are significant …

“This Is Fine”: The Impact Of Blowouts On Subsequent Game Performance In The National Hockey League (Nhl), Ravi Chachad, Sean Pradhan, Arman P. Medina

Faculty Research, Scholarly, and Creative Activity

Blowouts in sports involve large margins of victory or loss between teams and have long been perceived as influencing subsequent performances by athletes, coaches, fans, and other stakeholders. Under the backdrop of the hot hand ph enomenon, the current study explores the impact of blowouts on subsequent game performance in the National Hockey League (NHL). Specifically, we examine the potential carryover of a “hot (or cold) hand” on the subsequent game following a large win or loss. In our study, we defined blowouts as outlying goal differentials for regular season games (i.e., a difference of approximately 6 goals between teams …

Well-Being, Changes To Academic Behavior, And Resilience Among Families Experiencing Parental Immigration Imprisonment, Caitlin Patler, Gabriela Gonzalez

Faculty Research, Scholarly, and Creative Activity

While the deleterious impacts of parental incarceration are well documented, we know less about the experiences of children with parents imprisoned by immigration authorities. We draw from 62 multigenerational and multiperspective interviews conducted in California with school-age children experiencing parental immigration imprisonment (PII), and their nondetained caregivers. We find that children experiencing PII report feelings and behaviors suggestive of significant psychological distress, which leads to changes in engagement and behavior at school. While some children access academic support and counseling, often following advocacy from nondetained parents or interventions by teachers, others do not receive such support. Many children conceal their …

Does Parent Report Of Child Physical Abuse And Supervisory Neglect Differ By Method Of Study Recruitment Or Mode Of Survey Administration?, Bridget Freisthler, Christiana Kranich, Jennifer Price Wolf

Faculty Research, Scholarly, and Creative Activity

General population studies find that rates of child maltreatment are higher than those identified in the child welfare system. Some modes of administration may result in higher disclosure rates of child maltreatment by respondents. This study assesses differences in characteristics of parents who are recruited using telephone sampling techniques or via the internet and whether the survey was administered by telephone or the web. We have 1599 parent respondents recruited from listed samples and Craigslist advertisements. Surveys were administered via the telephone or online. Survey included measures of parenting behaviours, psychosocial characteristics and demographics for the parent, child and family. …

Victims Of Human Trafficking And Exploitation In The Healthcare System: A Retrospective Study Using A Large Multi-State Dataset And Icd-10 Codes, Alexander Gutfraind, Kezban Yagci Sokat, Guido Muscioni, Sami Alahmadi, Jonathan Hudlow, Ronald Hershow, Beau Norgeot

Faculty Research, Scholarly, and Creative Activity

Trafficking and exploitation for sex or labor affects millions of persons worldwide. To improve healthcare for these patients, in late 2018 new ICD-10 medical diagnosis codes were implemented in the US. These 13 codes include diagnosis of adult and child sexual exploitation, adult and child labor exploitation, and history of exploitation. Here we report on a database search of a large US health insurer that contained approximately 47.1 million patients and 0.9 million provider organizations, not limited to large medical systems. We reported on any diagnosis with the new codes between 2018-09-01 and 2022-09-01. The dataset was found to contain …

Maximizing Technology Acceptance Model In Accessing The Attitude Of Rural Farmers Using Ict Tools In Farming To Enhance Productivity, Francis Yao Anyan Dr., Michael Oppong Mr., Stephanie O. Ansah Mrs., Millicent Yengkangyi Ms., Akosua Boatemaa Adarkwa Mrs

Library Philosophy and Practice (e-journal)

The study was conducted using a multi-stage sampling technique involving simple random sampling, a probability sampling method, purposive sampling, and snowball sampling, which are non-probability methods. Two regions, namely, the Greater Accra and Eastern were purposively selected for the study. In the Greater Accra Region, Ada East District was selected while in the Eastern Region Asuogyaman District. In Greater Accra, the study was conducted in six farming villages namely: Big Ada, Dogo, Kasseh, Addokope, Korlekope, and Bedeku. In Eastern regions, the study was conducted in Asogyaman, where Tortibo, Sappor, Yenease, Adina Donor, and Ankyease. A snowball strategy was relied on …

Homelessness And Water Insecurity In The Global North: Trapped In The Dwelling Paradox, Katie Meehan, Melissa Beresford, Fausto Amador Cid, Lourdes Johanna Avelar Portillo, Anna Marin, Marianne Odetola, Raul Pacheco-Vega

Faculty Research, Scholarly, and Creative Activity

In this article, we introduce the “dwelling paradox” to explore how the state actively produces water insecurity for people experiencing homelessness in the Global North. We explain that the dwelling paradox is (1) produced by a modernist ideology of public service delivery that privileges water provision through private infrastructural connections in the home; (2) is reproduced by the welfare-warfare state, which has increasingly weaponized public water facilities and criminalized body functions in public space; and (3) is actively contested by some houseless communities, who challenge hegemonic ideals of the “home”—and its water infrastructure—as a private, atomized space. In advancing a …

Oriental Research Institute & Manuscripts Library, Kerala: A Case Study, Sarita Somarajan, S Mohammed Esmail Dr

Library Philosophy and Practice (e-journal)

The Oriental Research Institute & Manuscripts Library, University of Kerala, houses the treasures of ancient knowledge in India. It has come in to existence out of royal interest. The kings of Travancore, as a rule, were valorous as well as lovers of art and literature. Srimulam Thirunal was mainly responsible for the spread of Oriental literature throughout the world. It was he who instituted the department for the publication of manuscripts which in due course grew into the present institution. It is located at Kariavattom, Thiruvananthapuram, Kerala. Its origin goes back to the illustrious Maharaja of Travancore, Swati Tirunal (1829-1846). …

Causes And Measures Of Pre-Retirement Anxiety Among Academic Librarians Of Federal Universities In Northwest, Nigeria, Karimatu Isa Maisango

Library Philosophy and Practice (e-journal)

Abstract

The study was conducted to investigate the causes and measures for overcoming pre-retirement anxiety among Academic Librarians in the Federal Universities of the Northwest Geo-Political zone of Nigeria. The research employed mixed methodology (quantitative and qualitative approach) based on the pragmatic school of thought using a sequential explanatory research design. The population of the study comprised two hundred and ten (210) academic librarians and nine (9) pension desk Officers of the Universities under study. Three types of data collection instruments, questionnaire, interview, and content analysis were used. The general reliability score of all items is .837. The quantitative data …

Reading Habits Of Students In The Digital Era: A Case Of Uganda College Of Commerce, Tororo, Susan Nattembo, Joyce Bukirwa

Library Philosophy and Practice (e-journal)

Purpose

This study, carried out at Uganda College of Commerce, Tororo Uganda examined the reading habits of students in the digital era in order to propose strategies for enhanced library and information services provision.

Design/methodology/approach

This study utilized cross-sectional survey design with mixed-methods approach. Data were collected using questionnaire and interview. Quantitative and qualitative data analysis was performed using the Statistical Package for Social Scientists (SPSS) and thematic analysis respectively. The study population two hundred forty-two students and 15 staff members of Uganda College of Commerce, Tororo.

Findings

It was established that students at Uganda College of Commerce, Tororo mostly …

Exploring Gender Disparities In The Utilization Of Electronic Information Sources Among Indian Doctoral Students: A Thematic Analysis, Jaswinder Pal Singh Mr., Baljinder Kaur Dr.

Library Philosophy and Practice (e-journal)

Electronic information sources are essential for PhD students in India's expanding higher education system. This cohort's gender differences in electronic information resource access, use, and choice are examined. Inclusion and diversity in digital academia need understanding how gender affects information-seeking and resource utilization. Academic equity policies are informed by qualitative thematic analysis of gender inequality. In the digital age, higher education gender equality is crucial. This study examines Indian PhD students' electronic information use by gender. Gender-related information-seeking habits and preferences are examined to find impediments and opportunities for equal access and use. Scholarship must address gender-related information access and …

Robots And Reference Services, Abdullahi Olayinka Isiaka, Biliamin Abiola Aremu, Abdulfatai Soliu, Fahisat Romoke Isiaq

Library Philosophy and Practice (e-journal)

Abstract

This paper explores the integration of robots into reference services in various library and information settings. The use of robots in these contexts has gained momentum in recent years, offering innovative solutions to enhance user experiences, improve access to information, and expand the capabilities of reference librarians. This paper reviews the current state of robots in reference services, discusses their potential benefits and challenges, and examines case studies to illustrate their practical applications. Furthermore, it offers insights into the future prospects and ethical considerations associated with the integration of robots in this domain. This paper delves into the fascinating …

Attitude Of Lis Postgraduate Students Towards The Use Of Remote Teaching And Learning At Post Covid-19 Era In Nigerian Private Universities, Saheed Abiola Hamzat Dr.

Library Philosophy and Practice (e-journal)

No abstract provided.

Prison Libraries, Intellectual Freedom And Social Justice In Nigeria, Olusegun Adebayo Opesanwo, Oluyomi Abidemi Awofeso Phd

Library Philosophy and Practice (e-journal)

This paper deployed a systematic review to examine prison libraries and intellectual freedom towards attaining social justice in Nigeria. Information resources used cover the periods of 2010 and 2020 to articulate the necessary development in prison libraries, intellectual freedom and social justice in Nigeria. Search engines such as Google scholar, Semantic Scholar, and RefSeek were used to retrieve information and through different queries yielded several results but very few of them were selected to fit in the study due to limited studies directed to address the focus of this study particularly in the Nigeria scenario. Information obtained were subjected to …