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open access

Error and optimism bias regularization

Description: Article describes how in Machine Learning, prediction quality is usually measured using different techniques and evaluation methods. This paper will introduce a simple regularization term to manage the number of over-predicted/under-predicted instances in a regression model.
Date: January 28, 2023
Creator: Sohaee, Nassim
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Partner: UNT College of Business
open access

Seizing the moment—Strategy, social entrepreneurship, and the pursuit of impact

Description: Article asserts that social entrepreneurship continues to grow as an impactful phenomenon in the world and as a rich stream of research. This special issue thus offers insights for researchers, policymakers, educators, and entrepreneurs about how to sustain impactful social/environmental activities over time.
Date: January 30, 2023
Creator: Williams, Trenton Alma; Nason, Robert; Wolfe, Marcus T. & Short, Jeremy C.
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Partner: UNT College of Business
open access

AI Agency Risks and Their Mitigation Through Business Process Management: A Conceptual Framework

Description: This article builds on agency theory and identify factors that increase the risk of an agency problem between a principal (a human or an organization) and an AI agent and propose a framework for AI agency problem analysis. The framework is illustrated through AI use cases and industry examples. Implications for AI governance research and practice are discussed. It was presented at the 52nd Hawaii International Conference on System Sciences.
Date: January 8, 2019
Creator: Sidorova, Anna & Rafiee, Dana
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Partner: UNT College of Business
open access

Continued Usage and Location Disclosure of Location-Based Applications: A Necessity for Location Intelligence

Description: This article's research builds a continuance usage and location disclosure model from the expectation-confirmation perspective. The effect of benefit expectations on usefulness and satisfaction is hypothesized. In addition, the positive effect of usefulness on satisfaction and continuance intention is postulated. Findings contribute to the current literature in business intelligence by focusing on location disclosure behavior in the context of LBAs and the necessity of this type of information… more
Date: January 8, 2019
Creator: Peak, Daniel; Mousavizadeh, Mohammadreza & Koohikamali, Mehrdad
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Partner: UNT College of Business
open access

Vice or Virtue? Exploring the Dichotomy of an Offensive Security Engineer and Government “Hack Back” Policies

Description: This article uses the virtue (ethics) theory and cyber attribution to argue that there exists a dichotomy among offensive security engineers, one that appreciates organizational security practices, but at the same time violates ethics in how to retaliate against a malicious attacker.
Date: January 7, 2020
Creator: Parrish, James L.; Withers, Kim L.; Smith, James N. & Ellis, Timothy J.
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Partner: UNT College of Business
open access

Introduction to the Minitrack on Artificial Intelligence and Big Data Analytics Management, Governance, and Compliance

Description: This article is an introduction to the Minitrack on Artificial Intelligence and Big Data Analytics Management, Governance, and Compliance at the 53rd Hawaii International Conference on System Sciences.
Date: January 7, 2020
Creator: Sidorova, Anna; Saltz, Jeffrey & Goul, Michael
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Partner: UNT College of Business
open access

An Investigation of Predictors of Information Diffusion in Social Media: Evidence from Sentiment Mining of Twitter Messages

Description: Article is a study examining how emotional arousal influences information diffusion in social media using a sentiment mining approach. The authors propose a research model and test it using data collected from Twitter.
Date: January 7, 2020
Creator: Kim, Dan J. & Salehan, Mohammad
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Partner: UNT College of Business
open access

Confirmatory Influence of Trust in E-commerce: A Data Collection Bias and Suggestion

Description: Article explores the importance of investigating the impact of trust on intention to purchase from both successful and unsuccessful purchase cases in order to provide a more balanced view of the critical role of trust in e-commerce transaction decisions.
Date: January 7, 2020
Creator: Kim, Dan J. & Ogbanufe, Obi
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Partner: UNT College of Business
open access

Questioning the Validity of Race as a Social Construct: Examining Race and Ethnicity in the ‘Rainbow Nation’

Description: This article uses South Africa as a the research context to examine whether within each race group ethnic differences exist on national identity and social capital measures.
Date: January 2015
Creator: Heere, Bob; Walker, Matthew; Gibson, Heather; Thapa, Brijesh; Geldenhuys, Sue & Coetzee, Willie
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Partner: UNT College of Business
open access

How the Source of Audit Committee Accounting Expertise Influences Financial Reporting Timeliness

Description: This practitioner summary article summarizes "The Association between Characteristics of Audit Committee Accounting Experts, Audit Committee Chairs, and Financial Reporting Timeliness,'' which investigates the association between audit committee members’ accounting expertise and financial reporting timeliness.
Date: January 2015
Creator: Abernathy, John L.; Beyer, Brooke; Masli, Adi & Stefaniak, Chad M.
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Partner: UNT College of Business
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