Agile Practices in Data Science and Data Analytics Projects: A Research Agenda (open access)

Agile Practices in Data Science and Data Analytics Projects: A Research Agenda

The digital age comes with transformational activities (also referred to as digital transformation) triggered by emerging fields and technologies, such as data science and analytics, cybersecurity, cloud computing, blockchain, cryptocurrency, and nanotechnology; helping organizations stay current and competitive. This paper focuses on agile frameworks that support the delivery of data science/analytics projects to ensure organizations rapidly deliver analytics products and services to their customers.
Date: December 2020
Creator: Atolagbe-Olaoye, Abidemi
Object Type: Paper
System: The UNT Digital Library
Application of Big Data Analytics in Precision Medicine: Lesson for Ethiopia (open access)

Application of Big Data Analytics in Precision Medicine: Lesson for Ethiopia

Precision medicine is an emerging approach for disease treatment and prevention that considers individual variability in genes, environment, and lifestyle for each person. Big data analytics (BDA) using cutting-edge technologies helps to design models that can diagnose, treat and predict diseases. In Ethiopia, healthcare service delivery faces many challenges specifically in relation to prescribing the right medicine to the right patient at the right time. Thus, patients face challenges ranging from staying on treatment plans longer, and then leaving treatment, and finally dying of complications. Therefore, the aim of this paper is to explore the trends, challenges, and opportunities of applying BDA in precision medicine globally and take lessons for Ethiopia through a systematic literature review of 19 peer reviewed articles from five databases. The findings indicated that cancer in general, epilepsy, and systemic diseases altogether are areas currently getting big attention. The challenges are attributed to the nature of health data, failure in collaboration for data sharing, ethical and legal issues, interoperability of systems, poor knowledge skills and culture, and poor infrastructure. Development of modern technologies, experimental technologies and methods, cloud computing, Internet of Things, social networks and Ethiopia’s government initiative to promote private technological firms could be an …
Date: June 2022
Creator: Woldemariam, Misganaw Tadesse & Alemneh, Daniel Gelaw
Object Type: Text
System: The UNT Digital Library

Arts and Humanities Academics Information Needs in Digital Era

This presentation examines arts and humanities academics' scholarly information needs and their means of accessing scholarly e-content in today digital environment.
Date: November 9, 2018
Creator: Arshad, Alia & Ameen, Kanwal
Object Type: Presentation
System: The UNT Digital Library

The Case for Research Collaboration and Alignment: Social Informatics and Knowledge Sciences

This presentation considers how knowledge science theories and methods might apply to the original and current Social Informatics challenges.
Date: November 10, 2018
Creator: Bedford, Denise A. D.; Garcia-Perez, Alexeis & Sallos, Mark
Object Type: Presentation
System: The UNT Digital Library
The Challenges Of Implementing  A Data Driven Framework in K-12 Education (open access)

The Challenges Of Implementing A Data Driven Framework in K-12 Education

Poster paper for the 2017 International Conference on Knowledge Management. This paper examines the challenges of data managements and use in K-12 education through the technical, knowledge, application, climate and cultural aspects.
Date: October 25, 2017
Creator: Jim, Cary K. & Schultz-Jones, Barbara
Object Type: Paper
System: The UNT Digital Library

The Challenges Of Implementing A Data Driven Framework in K-12 Education

Poster for the 2017 International Conference on Knowledge Management. This poster examines the challenges of data managements and use in K-12 education through the technical, knowledge, application, climate and cultural aspects.
Date: October 25, 2017
Creator: Jim, Cary K.; Schultz-Jones, Barbara & Ledbetter, Cynthia
Object Type: Poster
System: The UNT Digital Library
Changing Landscape of Scholarly Communications: Open Access (open access)

Changing Landscape of Scholarly Communications: Open Access

The 17th International Conference on Knowledge Management was held in the historic city of Potsdam, Germany. Since the conference was among the first post-pandemic face to face conferences, the overall theme of the 17th edition of the ICKM conference rightly focused on “Knowledge, Uncertainty and Risks: From individual to global scale” at different levels of analysis and agency. This document highlighted one of the panels and the panelists argue that open access to scholarly knowledge production should be the modus operandi in the time and age we live in. Open access to knowledge is critical not just to accelerate advances in finding solutions to societal issues, but also to meet the growing expectations around higher education institutions’ social responsibilities in times of uncertainties.
Date: June 2022
Creator: Alemneh, Daniel Gelaw; Hawamdeh, Suliman M.; Fourie, Ina; Rorissa, Abebe; Ford, Angela & Assefa, Shimelis
Object Type: Book
System: The UNT Digital Library
Complex Adaptive Team Systems (CATS) (open access)

Complex Adaptive Team Systems (CATS)

Presentation paper for the 2017 International Conference on Knowledge Management. This paper introduces a new theoretical model utilizing Turner and Baker’s (2017) Team Emergence Leadership Development and Evaluation (TELDE) model as a tool to facilitate interactions imbedded in complex adaptive systems.
Date: October 26, 2017
Creator: Turner, John; Romine, Kerry & Baker, Rose M.
Object Type: Paper
System: The UNT Digital Library
COVID19: Mask Misinformation and Social Noise (open access)

COVID19: Mask Misinformation and Social Noise

Disinformation and misinformation are pervasive in unregulated social-media environments, which are used habitually for obtaining news. Fenn et al in 2019 stated that “Given that people tend to share interesting information to maintain social relationships or to manage their impressions, information that receives more likes may subsequently be shared more often” (Fenn, Ramsay, Kantner, Pezdek, & Abed, 2019, p.133) Recent studies also revealed that misinformation from politicians and celebrities has increased in recent years which lead to more engagement on Twitter (Brennen, et al. 2020 ). There has been a lot of misinformation pertaining to COVID-19 masks on Twitter. Due to the misinformation, many people might not believe in the effectiveness of masks. Even though studies have shown the effectiveness of wearing masks in different countries (Lyu and Wehby, 2020). Not wearing masks affects people's health and indirectly increases the spread of COVID-19. Studies of social noise and misinformation cases on social media are needed, specifically focusing on how social noise influences and contributes to the spread of misleading and possibly harmful messages.
Date: December 2020
Creator: Alsaid, Manar; Madali, Nayana Pampapura; Zimmerman, Tara & Hawamdeh, Suliman M.
Object Type: Paper
System: The UNT Digital Library
Development of Micro and Pilot Projects, Evaluation of Technologies, and Developing Data/Information Infrastructure (open access)

Development of Micro and Pilot Projects, Evaluation of Technologies, and Developing Data/Information Infrastructure

Successful organizations are continuously looking for better ways to improve efficiency. Knowledge management (KM) in institutions is essentially based on an understanding of knowledge creation and knowledge transfer. At Tarrant County College, we are currently developing a District-wide knowledge management (KM) program. This KM process is implemented via micro pilot projects and processes; and an analysis of current technology, structure, and culture. We carefully try to anticipate challenges we will encounter as the project is executed (geographical distance during a pandemic, cultural barriers, dealing with tacit knowledge…). Next, we carefully begin to create a road map for the KM process including: Establishing objectives, preparing culture change, creating a high-level process, identifying KM/communication/knowledge dissemination gaps, selecting appropriate technology, and deciphering the current status of KM throughout the District. Then, we attempt to implement our KM process via micro pilot projects. We will soon develop methods for evaluating our KM workflow. Our initial results suggest Laserfiche might be able to host 70% of or data and information, however other tools such as ITSM, Microsoft TEAMS, Team Dynamics… will also be needed to host data and information.
Date: December 2020
Creator: Helge, Kris & Alemneh, Daniel Gelaw
Object Type: Paper
System: The UNT Digital Library
Exploring Knowledge Creation from Project Management Processes using an Analytics Approach: A First Look (open access)

Exploring Knowledge Creation from Project Management Processes using an Analytics Approach: A First Look

Organizations struggle to harness tacit knowledge – the knowledge that resides in the heads of knowledge workers, whereas there are always opportunities to capture knowledge during project management activities. Using a literature review, this paper analyzes how knowledge can be captured during different project management phases. It attempts to bridge frequently ignored areas of project management, knowledge management, and analytics.
Date: December 2020
Creator: Atolagbe-Olaoye, Abidemi
Object Type: Paper
System: The UNT Digital Library
Facilitating Knowledge Transfer of Data Sharing Practices (open access)

Facilitating Knowledge Transfer of Data Sharing Practices

Poster paper for the 2017 International Conference on Knowledge Management. This paper discusses data sharing practices and compliance with open data mandates by using the Nonaka and Takeuchi (1995) knowledge transfer spiral model to understand behaviors and create resources for researchers.
Date: October 25, 2017
Creator: Andrews, Pamela
Object Type: Paper
System: The UNT Digital Library

Identity Management Analysis: An Empirical Investigation into the State of Library Community's Authority Data Conformance to the New Standard

Presentation for the 2017 International Conference on Knowledge Management. This presentation presents some results of a content analysis study that explores the state of implementation of the Resource Description and Access (RDA) standard in authority records.
Date: October 25, 2017
Creator: Zavalina, Oksana & Zavalin, Vyacheslav
Object Type: Presentation
System: The UNT Digital Library
The Impact of Cyber Addiction on Information Overload and Workplace Performance (open access)

The Impact of Cyber Addiction on Information Overload and Workplace Performance

Cyber addiction refers to the excessive use of internet and cyber application leading to adverse outcomes such as stress, distractions, reduced motivation levels, and challenges in task orientation. Uncontrolled consumption of the internet leads to information overload that impact productivity and workplace performance (Griffiths, 2010). In such cases, the ubiquitous availability of information can lead to IT-related stress where users derive a reduced sense of satisfaction (Diomidous et al. 2016). People who frequently access the internet can experience various issues, which encompass anxiety, depression, and self-image challenges. Physically, affected individuals experience disrupted sleep patterns, irritability and high levels of fatigue. Social networking sites increase the risk of addiction and online dependency, aspects associated with low levels of productivity (Hoq, 2014). As illustrated in fig 1, the paper hypothesizes that there is a direct relationship between information overload and workplace performance and job satisfaction. The assumption is that cyber addiction worsens the problem of information overload, which in return, impacts information behavior and use and workplace/job performance (Riaz & Qureshi, 2019). The study addresses the following research questions: What is the impact of cyber addiction on workplace performance? What are the relationships between cyber addiction, information workload and information behavior and …
Date: December 2020
Creator: Alboulayan, Moneerah & Hawamdeh, Suliman M.
Object Type: Paper
System: The UNT Digital Library
Increasing Information Certainty for Post-Traumatic Growth (open access)

Increasing Information Certainty for Post-Traumatic Growth

Trauma, and its associated effects, can be conceptualized as a period of information uncertainty. The natural psychological response to trauma is a period of post-traumatic stress. Trauma occurs when an existing knowledge base has been challenged. Any event that challenges important components of an individual’s assumptive world is said to be traumatic. This post-traumatic period is akin to many theories and concepts in information science including uncertainty reduction, Everyday Life Information Seeking, Sensemaking Theory, Making Meaning and Anomalous States of Knowledge. One possible outcome after the post- traumatic period is post-traumatic growth. Researchers agree post-traumatic growth primarily occurs across one or more of the following domains: personal strength, new possibilities, relating to others, appreciation of life and spiritual change. That is, people affected by trauma tend to grow when they find new or additional paths of information certainty.
Date: June 2022
Creator: Bank, Nicole & Allen, Jeff M., 1968-
Object Type: Text
System: The UNT Digital Library
Information Representation and Knowledge Organization in Cultural Heritage Organizations in Arab Gulf Counties: A case study of Alqabas Archive (open access)

Information Representation and Knowledge Organization in Cultural Heritage Organizations in Arab Gulf Counties: A case study of Alqabas Archive

The goal of this study is to explore how information is currently organized in digital cultural heritage collections in Arabian Gulf countries. it focused on Alqabas – a Kuwaiti institution with a strong reputation of early adopter of digital archiving and developer of major digital collections in Arab Gulf counties, accumulated experience in knowledge management. The mixed-methods study combined semi-structured interview of the Alqabas archive manager and in-depth content analysis of a sample of metadata records that represent items in Alqabas digital collections for accuracy, completeness, consistency, use of knowledge organization systems. The study reveals high metadata quality overall but lack of consistency for many metadata fields, explained in part by the absence of metadata creation guidelines and professional training for metadata creators. This indicates potential barriers to metadata interoperability in an aggregated environment for future projects similar to DPLA or Europeana.
Date: December 2020
Creator: Aljalahmah, Saleh & Zavalina, Oksana
Object Type: Paper
System: The UNT Digital Library
An Interactive Web-Based Dashboard to Examine Trending Topics: Application to Financial Journals (open access)

An Interactive Web-Based Dashboard to Examine Trending Topics: Application to Financial Journals

Understanding trends is helpful to identify future behaviors in the field, and the roles of people, places, and institutions in setting those trends. Although traditional clustering strategies can group articles into topics, these techniques do not focus on topics over limited timescales; additionally, even when articles are grouped, the generated results are extensive and difficult to navigate. To address these concerns, we create an interactive dashboard that helps an expert in the field to better understand and quantify trends in their area of research. Trend detection is performed using the time-biased document clustering introduced in Behpour et al. (2021) study. The developed and freely available web application enables users to detect well defined trending topics in financial journals by experimenting with various levels of temporal bias - from detecting short-timescale trends to allowing those trends to spread over longer times. Experts can readily drill down into the identified topics to understand their meaning through keywords, example articles, and time range. Overall, the interactive dashboard will allow experts in the field to sift through the vast literature to identify the concepts, people, places, and institutions most critical to the field.
Date: June 2022
Creator: Phan, Ngoc; Madali, Nayana Pampapura; Behpour, Sahar & Xiao, Ting
Object Type: Text
System: The UNT Digital Library

Jealousy in Cooperation – A Comparison of Two Game Based Approaches

This presentation investigates update procedures based on deterministic dynamics for populations arranged in a lattice.
Date: November 10, 2018
Creator: Barachini, Franz & Bornemann, Manfred
Object Type: Presentation
System: The UNT Digital Library
Knowledge Creation and Information Sharing through Open Education Resources (open access)

Knowledge Creation and Information Sharing through Open Education Resources

Presentation paper for the 2017 International Conference on Knowledge Management. This paper proposes a taxonomy for open education resources.
Date: October 26, 2017
Creator: Du, Yunfei
Object Type: Paper
System: The UNT Digital Library
Knowledge Management in Cybersecurity Education Using Concept Maps (open access)

Knowledge Management in Cybersecurity Education Using Concept Maps

The purpose of this research is to explore concept maps as a viable and effective knowledge management tool for cybersecurity education. Concept maps serve as a visual representation of knowledge. They are commonly utilized to support the teaching and learning process or as a student learning evaluation tool. While the focus of education research is on tools specific to cybersecurity such as learning management systems and cyber ranges, there is little dedicated to understanding how concept maps can be applied as an effective element within the security education. This paper reviews relevant research related to the applications of concept maps in diverse knowledge domains. The aim is to leverage previous research applications to garner support for concept maps as a useful knowledge management tool in cybersecurity. This is accomplished by highlighting successful applications of concept maps in related fields. Concept maps are poised to be extremely helpful with complex subjects such as information and cyber security where understanding the subject depends on the application of disparate but interrelated concepts.
Date: December 2020
Creator: Bernot, Jordan E. F. & Chang, Hsia-Ching
Object Type: Paper
System: The UNT Digital Library
Learning Analytics and Learning Technologies (open access)

Learning Analytics and Learning Technologies

Presentation paper for the 2017 International Conference on Knowledge Management. This paper discusses the roles of learning analytics and learning management systems in instructional design.
Date: October 25, 2017
Creator: McCauley, Kelley & Lin, Lin
Object Type: Paper
System: The UNT Digital Library
Leveraging Geographical Disparities of Socio-Economic Factors to Predict Vulnerable Teenagers to Teen Birth: Chicago as A Case Study (open access)

Leveraging Geographical Disparities of Socio-Economic Factors to Predict Vulnerable Teenagers to Teen Birth: Chicago as A Case Study

Teen birth (TB) imposes serious health and economic burdens to both individuals and government. Various attempts have been made to overcome TB such as teen pregnancy prevention evidence-based programs. However, these programs might have declined teen birth rate (TBR), most of which do not address the influencing socio-economic factors linked to areas where teenagers live. This study is aimed at investigating socio-economic factors contributing to TB and identify their geographical disparities. The methodology was developed using the vulnerability theory to examine the complex relationship between TB and socio-economic factors. Principal Component Analysis (PCA) and Geographically Weighted Regression (GWR) were employed to analyze census data. Findings suggest that socio-economically disadvantaged minorities, including unemployed black and uneducated Hispanic, are more vulnerable to TB. Additionally, geographic locations of communities where such teenager live are recognized. The outcomes verified the utility of the vulnerability theory to predict the geographical locations of vulnerable teens that can be leveraged by policymakers to allocate more health resources and perform place-specific interventions to effectively reduce TBR.
Date: December 2020
Creator: Sadeghinaeenifard, Fariba & Hawamdeh, Suliman M.
Object Type: Paper
System: The UNT Digital Library

Managing Project Teams with Artificial Intelligence

Poster for the 2017 International Conference on Knowledge Management. This poster explores the use of artificial intelligence in business to improve organizational effectiveness.
Date: October 25, 2017
Creator: Floyd, Schenita A.
Object Type: Poster
System: The UNT Digital Library
Managing Project Teams with Artificial Intelligence (open access)

Managing Project Teams with Artificial Intelligence

Poster paper for the 2017 International Conference on Knowledge Management. This paper explores the use of artificial intelligence in business to improve organizational effectiveness.
Date: October 25, 2017
Creator: Floyd, Schenita A.
Object Type: Paper
System: The UNT Digital Library