Search Results

Security Aspects of Users' Information Sharing on Social Media

Description: This study aims to investigate college students' security awareness of using social media in sharing information. The two theories that have guided this study are the theory of planned behavior (TPB) and the technology acceptance model (TAM). Data was collected from both undergraduate and graduate students from the University of North Texas (UNT) in Denton. The total responses included 380 students from different majors with 291 valid responses for data analysis; The structural equation model (… more
This item is restricted from view until June 1, 2025.
Date: May 2023
Creator: Alharbi, Mohannad Abdulltef
Partner: UNT Libraries

Development and Utilization of Big Bridge Data for Predicting Deck Condition Rating Using Machine Learning Algorithms

Description: Accurately predicting the deck condition rating of a bridge is crucial for effective maintenance and repair planning. Despite significant research efforts to develop deterioration models, a nationwide model has not been developed. This study aims to identify an appropriate machine learning (ML) algorithm that can accurately predict the deck condition ratings of the nation's bridges. To achieve this, the study collected big bridge data (BBD), which includes NBI, traffic, climate, and hazard data… more
This item is restricted from view until June 1, 2025.
Date: May 2023
Creator: Fard, Fariba
Partner: UNT Libraries
open access

Designing Archival Collections to Support Language Revitalization: Case Study of the Boro Language Resource

Description: Indigenous communities around the world are losing their languages at accelerating rates to the effects of the climate crisis and global capitalism. To preserve samples of these languages facing endangerment and extinction, samples of language use (e.g., audio-video recordings, photographs, textual transcriptions, translations, and analyses) are created and stored in language archives: repositories intended to provide long-term preservation of and access to language materials. In recent years, … more
Date: May 2023
Creator: Burke, Mary
Partner: UNT Libraries

Study of Information Behavior of Opportunistic Insiders with Malicious Intent

Description: Enterprises have focused on mechanisms to track insiders who may intentionally exceed and misuse their authorized access. However, there is an opportunity to understand why a trusted individual would want to exploit the trust and seek information with the intent of a malicious outcome. The detection of insider rogue or nefarious activities with information to which a user is already authorized is extremely difficult. Such insider threats require more deliberation than just considering it to be … more
This item is restricted from view until June 1, 2028.
Date: May 2023
Creator: Sinha, Vikas
Partner: UNT Libraries

Transdisciplinary Information Flow and Key Challenges of Effective Knowledge Transfer between Expert and Novice

Description: When the need arises to transmute complex and theoretical ideas into practice or communicate them to the uninitiated, there often exists a gap in the levels of understanding between the parties involved. This research examined knowledge transfer between practitioners within the information technology (IT) domain of interest by asking the following questions: what is the relationship between knowledge spaces for IT experts and novices; and what factors impact knowledge transfer among knowledge s… more
Date: May 2023
Creator: Upchurch, Eric Conrad
Partner: UNT Libraries
open access

Understanding Sociotechnical Factors Impacting Cybersecurity Controls on Mobile Devices and Smartphones at the Individual Level

Description: Technological advances such as mobile technology, big data, and machine learning allow businesses to associate advertisements with consumer behaviors to maximize sales. Thus, information about consumer behavior became the central resource of businesses. Recent discussions and concerns about the emerging economic order centered around capturing consumers' data suggest that more research efforts be allocated to address new challenges in different domains, such as health, education, smart cities, … more
Date: May 2023
Creator: Gadi, Abdullah Mohamed Y.
Partner: UNT Libraries
open access

Information Receptivity: The Information-Seeking Behavior and Networking Activity of Women in a Rural Texas County Judicial System

Description: This study identified the information seeking behavior and networking practices used by members of a specific marginalized population, that of adult female probationers (AFPs) in a rural county in Texas. The study focused on how they seek out information when faced with a self-identified need in their lives. Beyond the basic "food, shelter and clothing" that comes to mind, the respondents find themselves faced with questions not only about the judicial system but also ones involving health care… more
Date: May 2023
Creator: Livingston, Jo Ann
Partner: UNT Libraries

Antecedents to Reliance on Artificial Intelligence and Predictive Modeling

Description: Artificial intelligence (AI) and predictive modeling are tools used to diagnose a disease, determine how much a home is worth, estimate insurance risks, and detect fraud. AI and predictive modeling are so ubiquitous that they can be why one gets spam and why spam is automatically deleted. Information science integrates interdisciplinary elements of data-driven, behavioral, design, interpretive, and analytical research methodologies to design and understand interactions between digital media, in… more
This item is restricted from view until June 1, 2028.
Date: May 2023
Creator: Randall, William Vincent, II
Partner: UNT Libraries

Factors Impacting Physician Patient Interaction Time: Knowledge Transfer and Use of Technology

Description: In this study we explore the factors impacting physician patient interaction time and how these factors can be used to improve health knowledge transfer from physicians to patients. We also investigate how technology tools can be used to improve this interaction time. Physician patient interaction time is important because this is the time when both sides engage with each other, exchange information so that physicians understand their patients' health issues. Given the increasing health care… more
This item is restricted from view until January 1, 2025.
Date: December 2022
Creator: Gurol, Neslihan
Partner: UNT Libraries
open access

Electronic Health Record Systems and Cyber Hygiene: Awareness, Knowledge, and Practices among Physicians in Kuwait

Description: This study explored issues related to the adoption and implementation of electronic health record (EHR) systems including building the awareness, knowledge, and experience of physicians toward cyber hygiene. This study used a qualitative research method to assess (a) the barriers to EHR systems adoption and implementation in Kuwait and (b) the level of awareness, knowledge and experiences related to cyber hygiene practices in Kuwait. The findings of the study supported the conceptual framework… more
Date: December 2022
Creator: Alkhaledi, Reem
Partner: UNT Libraries
open access

Factors Influencing User Experience and Consumer Behavioral Intention to Use Visual Analytics Technology

Description: The purpose of this study was to assess visual analytics technology acceptance and user experience among in vitro fertilization (IVF) consumers. The research aimed to show how visual analytics tools and technologies can be applied in the consumer space to enhance how users interpret healthcare success rate data. This exploratory user evaluation study utilized a quantitative dominant, mixed-methods approach with a convergent parallel design based on the data-validation variant. Survey data were … more
Date: December 2022
Creator: Lewis, Paulette Benika
Partner: UNT Libraries

Personalized Recommendation Using Aspect-Aware Knowledge Graph Learning

Description: This study aims to apply user reviews and numerical ratings toward items to create an aspect-aware high-order representation for a recommendation system. We propose a novel aspect-aware knowledge graph recommendation model (AKGR) with the deep learning method to predict users' ratings on non-interacted items, from which more personalized recommendations can be made. First, we create a sequence-to-sequence encoder and decoder model by exploiting contextual and syntactic information in user revie… more
This item is restricted from view until January 1, 2028.
Date: December 2022
Creator: Zhou, Jinfeng
Partner: UNT Libraries

Weight Initialization for Convolutional Neural Networks Using Unsupervised Machine Learning

Description: The goal of this work is to improve the robustness and generalization of deep learning models, using a similar approach to the unsupervised "innate learning" strategy in visual development. A series of research studies are presented to demonstrate how an unsupervised machine learning efficient coding approach can create filters similar to the receptive fields of the primary visual cortex (V1) in the brain, and these filters are capable of pretraining convolutional neural networks (CNNs) to enab… more
Date: August 2022
Creator: Behpour, Sahar
Partner: UNT Libraries
open access

Understanding the Relationship between Critical Literacy, Cultural Literacy, and Religious Literacy for Second-Generation Immigrants

Description: This study explores information seeking behavior of second-generation Muslim immigrants utilizing factors such as critical, cultural, and religious literacy skills. The study examined the second-generation immigrants' ability to balance their parents' and grandparents' native culture and traditions with the culture and traditions of their country. The interview questions were designed using the cognitive authority theory and the figured worlds theory that provides an explanation for the mentali… more
Date: August 2022
Creator: Khader, Malak M
Partner: UNT Libraries
open access

A Comparison of Plaintiff and Defense Expert Witness H-Index Scores in Mild Traumatic Brain Injury Civil Litigation

Description: This study examines the background and qualifications of plaintiff and defense experts using the H-Index score as quantification of expert background and qualifications. The goal is to better understand the similarities and differences among the professionals offering paid expert witness testimony in mild traumatic brain injury (mTBI) civil litigation. In this quantitative study, descriptive statistics include the mean and standard deviation scores for the data to support examining measures of … more
Date: August 2022
Creator: Victor, Elise C
Partner: UNT Libraries
open access

Life Coaches, Communities of Practice, and Everyday Life Information Seeking and Practices: An Exploratory Case Study

Description: Life coaching is a rapidly expanding industry that focuses on client development, enhancement of life experience, and goal attainment often when clients are experiencing personal, professional, and social change. Online communities of practice (CoPs) provide opportunity for individuals to connect, share experiences, and learn from each other under the auspices of a unifying theme or subject. Since the 1990s, CoPs have spread from education to other areas of business and industry and continue to… more
Date: May 2022
Creator: Klein, Janette Dorlene
Partner: UNT Libraries
open access

Data Quality Evaluation and Improvement for Machine Learning

Description: In this research the focus is on data-centric AI with a specific concentration on data quality evaluation and improvement for machine learning. We first present a practical framework for data quality evaluation and improvement, using a legal domain as a case study and build a corpus for legal argument mining. We first created an initial corpus with 4,937 instances that were manually labeled. We define five data quality evaluation dimensions: comprehensiveness, correctness, variety, class imbala… more
Date: May 2022
Creator: Chen, Haihua
Partner: UNT Libraries

Adoption of Wearable Devices by Older Adults

Description: This dissertation is organized in a traditional format while including three essays that address specific research questions. Essay 1 examined the relationship between physical activity and community engagement and their effect on mental well-being among older men and women. Data from National Health and Aging Trends Study (NHATS) from 2018 to 2020 were explored and the posited relationships were tested. This essay provides empirical support that older adults who are reasonably active and invol… more
This item is restricted from view until June 1, 2027.
Date: May 2022
Creator: Enamela, Pranathy
Partner: UNT Libraries

Social Networking Sites Usage Behavior: Trust and Risk Perceptions

Description: This dissertation addresses research questions related to defining user's trust and risk perceptions associated with social networking usage behavior in relation to the repeated privacy and security breaches. The general research question is explored in the dissertation via the conduct of three related studies. The finding from these three investigations are presented in the results section as 3 essays that collectively examine the social networking sites usage behavior. Essay 1 proposes a con… more
This item is restricted from view until June 1, 2027.
Date: May 2022
Creator: Mekala, Nithin Kumar Reddy
Partner: UNT Libraries

Digital Equity in K-12 Education: Conceptualization and Analysis of Students' Digital Opportunity

Description: Although digital equity is a recognized challenge in our K-12 school system, there is little research in using a holistic framework to investigate pre-conditions necessary for K-12 students to participate in digital learning and online processes. A conceptual framework of students' digital opportunity (SDO) is developed to represent the essential components of digital connectivity. The four key components are broadband internet availability, broadband usage, digital device ownership, and speed … more
This item is restricted from view until June 1, 2024.
Date: May 2022
Creator: Jim, Cary Ka Wai
Partner: UNT Libraries
open access

Take the Trouble to Compile a Whole New World: The Role of Event-Based Participatory Projects in Institutional Archives

Description: Event-based mediated participatory archives, in which communities of ordinary people contribute their records to archives during collection day events represent a paradigm shift within the archival field. Applying a qualitative approach, this study investigates event-based mediated participatory archives using Bastian's communities of records and memory as a guiding framework. Using the Mass. Memories Road Show as a case study, data collection and analysis took place over three phases. In Phase… more
Date: December 2021
Creator: Roeschley, Ana Knezevic
Partner: UNT Libraries
open access

PubMed Commons: What Happened on the Way to the Forum? Retrospective Explanatory Case Study Research and Lessons Learned from the U.S. National Library of Medicine's Online Forum for Open Science

Description: The U.S. National Library of Medicine brought the intensifying interest in open science to national attention when it joined enthusiastic scientists to introduce and host an Amazon-like rating forum on PubMed—the world's largest database of indexed biomedical and life sciences literature. The result was PubMed Commons. In June 2013, the commenting forum was introduced for open discussion about published scientific literature as part of a three-pronged approach to improve research rigor, reprodu… more
Date: December 2021
Creator: Farabough, Michelle Claire
Partner: UNT Libraries
open access

Understanding the Knowledge, Skills, and Abilities (KSAs) of Data Professionals in United States Academic Libraries

Description: This study applies the knowledge, skills, and abilities (KSA) framework for eScience professionals to data service positions in academic libraries. Understanding the KSAs needed to provide data services is of crucial concern. The current study looks at KSAs of data professionals working in the United States academic libraries. An exploratory sequential mixed method design was adopted to discover the KSAs. The study was divided into two phases, a qualitative content analysis of 260 job advertise… more
Date: December 2021
Creator: Khan, Hammad Rauf
Partner: UNT Libraries
open access

An Information Theoretic Analysis of Multimodal Readability

Description: Educators often inquire about the readability of books and other documents used in the classroom, with the idea that readability supports students' reading comprehension and growth. Documents used in classrooms tend to be language-based, so readability metrics have long focused on the complexity of language. However, such metrics are unsuitable for multimodal documents because these types of documents also use non-language modes of communication. This is problematic because multimodal reading i… more
Date: December 2021
Creator: Hovious, Amanda S.
Partner: UNT Libraries
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