Management Information Systems Commons^™

Table Of Contents Jitim Vol 28 Issue 4, 2019

Journal of International Technology and Information Management

Table of Contents

Finpathlight: Framework For An Ontology-Based, Multiagent, Hybrid Recommender System Designed To Increase Consumer Financial Capability, Lawrence Bunnell

Theses and Dissertations

This study is a design science research (DSR) project in which a description of the development and evaluation process for several novel technological artifacts will be communicated. Specifically, this study will establish: 1) an ontology of recommender systems issues, 2) an ontology of financial capability goals, and 3) a framework for a Personal Financial Recommender System (PFRS) application designed to improve user financial capability, called FinPathlight. The impetus for the RecSys Issues Ontology is to address a gap in the literature by providing researchers with a comprehensive knowledge classification of the issues and limitations inherent to recommender systems research. …

Assessment Of Adaptability Of A Supply Chain Trading Agent’S Strategy: Evolutionary Game Theory Approach, Yoon Sang Lee, Riyaz T. Sikora

Journal of International Technology and Information Management

With the increase in the complexity of supply chain management, the use of intelligent agents for automated trading has gained popularity (Collins, Arunachalam, B, et al. 2006). The performance of supply-chain agents depends on not just the market environment (supply and demand patterns) but also on what types of other agents they are competing with. For designers of such agents it is important to ascertain that their agents are robust and can adapt to changing market and competitive environments. However, to date there has not been any work done that assesses the adaptability of a trading agent’s strategy in the …

Blockchain Technology And The Current Discussion On Fraud, Linh Phan, Suhong Li, Kevin Mentzer

Information Systems and Analytics Department Faculty Journal Articles

Blockchain has received increased attention from both the academic and practitioner worlds. Numerous papers have been written on how blockchain works and its potential applications. However, few studies have focused on fraudulent activities on blockchain. The purpose of this study is to understand common issues and scams related to blockchain. A literature review was conducted to identify top security issues on blockchain. In addition, we collected tweets on blockchain fraud discussion from November 6, 2018 to December 31, 2008. The results of tweets analysis show that the most frequently mentioned words in tweets include scams, crypto/cryptocurrency, ICO, Bitcoin, Ethereum,combat/fight, Asia, …

A Preliminary Investigation Of Quality Metrics And Performance For Selected Institutions Delivering Technology Mediated Higher Education, Suhong Li, Kamel Rouibah, Hal Records, Robert Behling

Information Systems and Analytics Department Faculty Journal Articles

The 21st century has brought about significant change to both business organizations and educational institutions. One of the more important changes in delivering higher education is the development and growth of technology mediated higher education (online programs), delivered by both non-profit and for-profit college and university programs. These programs provide students with expanded opportunities to further their education and have enrolled hundreds of thousands of students in courses of study. This study assesses business school programs offering technology mediated higher education using five quality metrics: 1) external review and accreditation; 2) affordability; 3) admissions and graduation; 4) online students reviews …

Dynamic Pricing Of Wireless Internet Based On Usage And Stochastically Changing Capacity, Demet Batur, Jennifer K. Ryan, Zhongyuan Zhao, Mehmet C. Vuran

Department of Supply Chain Management and Analytics: Faculty Publications

(1) Problem Definition: Inspired by new developments in dynamic spectrum access, we study the dynamic pricing of wireless Internet access when demand and capacity (bandwidth) are stochastic. (2) Academic / Practical Relevance: The demand for wireless Internet access has increased enormously. However, the spectrum available to wireless service providers is limited. The industry has thus altered conventional license- based spectrum access policies through unlicensed spectrum operations. The additional spectrum obtained through these operations has stochastic capacity. Thus, the pricing of this service by the service provider has novel challenges. The problem considered in this paper is therefore of high practical …

How Do You Perpetuate It-Enabled Change When Top Management Participation And Involvement Diminish?, Cecil Eng Huang Chua, Adrian Yong Kwang Yeow, Christina Wai Lin Soh

Business and Information Technology Faculty Research & Creative Works

Background: Research has demonstrated that sustained top management participation and involvement are important for IT-enabled change. However, this is not always possible. How IT-enabled change can succeed when top management participation and involvement diminish is an unsolved, but important research question. Method: We perform a 5-year exploratory longitudinal case study. Results: Our data is presented in two parts. We first present the contextual elements (goals, people, structures/processes, and artifacts) during the two years top management was actively participating and involved. For the three-year period where top management participation and involvement diminished, we present the contextual elements, and middle management's enactment …

Using Fmri To Measure Stimulus Generalization Of Software Notification To Security Warnings, Brock Kirwan, Bonnie Anderson, David Eargle, Jeffrey Jenkins, Anthony Vance

Faculty Publications

This paper examines how habituation to frequent software notifications may carry over to infrequent security warnings. This general process— known as stimulus generalization or simply generalization—is a well-established phenomenon in neurobiology that has clear implications for information security. Because software user interface guidelines call for visual consistency, software notifications and security warnings have a similar look and feel. Consequently, through frequent exposure to notifications, people may become habituated to security warnings they have never seen before. The objective of this paper to propose an fMRI experimental design to measure the extent to which this occurs. We also propose testing security …

Diversity In Peer-Advice Networks And The Emergence Of Collective Post-Adoptive Attitudes: A Multilevel Perspective, Tanner Skousen, Elena Karahanna

Faculty Publications

Implementing new enterprise information systems (EIS) has been an important, expensive, and constant problem that research has tried to solve for years. Previous implementation research offers conflicting viewpoints on the role that social influence dynamics play in implementation success. We study one social influence mechanism, namely peer-advice networks, and examine how the diversity characteristics (separation, disparity, and variety) of these networks lead to the emergence of a collective post-adoptive attitude (either resistance or support) toward a new information system. We propose a multilevel, longitudinal study using electronic medical record systems as a context to analyze the effect of diversity on …

An Fmri Exploration Of Information Processing In Electronic Networks Of Practice, Thomas O. Meservy, Kelly J. Fadel, C. Brock Kirwan, Rayman D. Meservy

Faculty Publications

Online forums sponsored by electronic networks of practice have become an important source of information for individuals seeking solutions to problems online. However, not all information available in a forum is helpful or accurate, requiring knowledge seekers to evaluate and filter the solutions they encounter. Most forums offer contextual cues to help knowledge seekers make evaluation decisions, yet little is understood about the cognitive processes and neural mechanisms that underlie how information on these forums is filtered and evaluated. This paper draws on literature in cognitive neuroscience and NeuroIS to develop exploratory research questions about the role of both content …

Research Opinion: A Storyteller’S Guide To Problem-Based Learning For Information Systems Management Education, David Michael Hull, Paul Benjamin Lowry, James Eric Gaskin, Kristijan Mirkovski

Faculty Publications

More than a decade ago, Lowry & Turner (2005) provided evidence-based recommendations regarding what students of information systems (IS) management education should learn and how should they learn it. Although their recommendations for how IS management should be taught remain valid, these recommendations need to be updated to account for recent advances in technologies that enable multimedia learning. Promoters of such technologies promise enhanced cognitive and behavioural outcomes, but this promise remains unreached, reflecting the underdeveloped literature of multimedia-enabled learning. To help attain this promise and rejuvenate the multimedia-learning literature, we offer a roadmap for new areas of research that …

The Fog Of Warnings: How Non-Essential Notifications Blur With Security Warnings, Anthony Vance, David Eargle, Jeffrey Jenkins, C. Brock Kirwan, Bonnie Brinton Anderson

Faculty Publications

Adherence to security warnings continues to be an important problem in information security. Although users may fail to heed a security warning for a variety of reasons, a major contributor is habituation, which is decreased response to repeated stimulation. However, the scope of this problem may actually be much broader than previously thought because of the neurobiological phenomenon of generalization. Whereas habituation describes a diminished response with repetitions of the same stimulus, generalization occurs when habituation to one stimulus carries over to other novel stimuli that are similar in appearance.

Generalization has important implications for the domains of usable security …

Understanding Unauthorized Access Using Fine-Grained Human-Computer Interaction Data, Michael D. Byrd, Jeffrey L. Jenkins, David Kim, Manasvi Kumar, Andrew W. Schwartz, Joseph S. Valacich, Parker A. Williams, Ryan T. Wright

Faculty Publications

Unauthorized Data Access (UDA) by an internal employee is a major threat to an organization. Regardless of whether the individuals engaged in UDA with malicious intent or not, real-time identification of UDA events and anomalous behaviors is extremely difficult. For example, various artificial intelligence methods for detecting insider threat UDA have become readily available; while useful, such methods rely on post hoc analysis of the past (e.g., unsupervised learning algorithms on access logs). This research-in-progress note reports on if the analysis of Human-Computer Interaction (HCI) behaviors, which have been empirically validated in various studies to reveal hidden cognitive state, can …

Cognitive Checkpoint: Emerging Technologies For Biometric-Enabled Watchlist Screening, Svetlana N. Yanushkevich, Kelly W. Sundberg, Nathan W. Twyman, Richard M. Guest, Vlad P. Shmerko

Faculty Publications

This paper revisits the problem of individual risk assessment in the layered security model. It contributes to the concept of balancing security and privacy via cognitive-centric machine called an ‘e-interviewer’. Cognitive checkpoint is a cyber-physical security frontier in masstransit hubs that provides an automated screening using all types of identity (attributed, biometric, and biographical) from both physical and virtual worlds. We investigate how the development of the next generation of watchlist for rapid screening impacts a sensitive balancing mechanism between security and privacy. We identify directions of such an impact, trends in watchlist technologies, and propose ways to mitigate the …

Theory Of Experiential Career Exploration Technology (Tecet): Increasing Cybersecurity Career Interest Through Playable Case Studies, Justin Scott Giboney, Derek L. Hansen, Tanner Johnson, Desiree Winters, Jason K. Mcdonald, Jonathan Balzotti, Elizabeth Bonsignore

Faculty Publications

There is a large demand to fill cybersecurity jobs. To alleviate this need, it is important to generate interest in cybersecurity as a career. One way to do this is through job shadowing and internships. Using design science principles, we have built and tested a playable case study (PCS) where participants can act out a virtual internship and learn relevant cybersecurity skills. We ran a study with students in introductory university courses where they played through a simulated internship at a penetration testing company called CyberMatics. In the study we showed that a PCS format helps students 1) better understand …