[PDF][PDF] User interaction with AI-enabled systems: A systematic review of IS research
The improved performance of technological capabilities in the field of artificial intelligence
(AI), including computer vision and natural language processing, makes it possible to …
(AI), including computer vision and natural language processing, makes it possible to …
Toward a better understanding of tacit knowledge in organizations: Taking stock and moving forward
D Hadjimichael, H Tsoukas - Academy of Management Annals, 2019 - journals.aom.org
Tacit knowledge is the knowledge that we draw on in use, but is difficult to have
consciousness of, or to express in language. The proliferation in the use of tacit knowledge …
consciousness of, or to express in language. The proliferation in the use of tacit knowledge …
Explainable artificial intelligence: objectives, stakeholders, and future research opportunities
Artificial Intelligence (AI) has diffused into many areas of our private and professional life. In
this research note, we describe exemplary risks of black-box AI, the consequent need for …
this research note, we describe exemplary risks of black-box AI, the consequent need for …
Augmenting medical diagnosis decisions? An investigation into physicians' decision-making process with artificial intelligence
Systems based on artificial intelligence (AI) increasingly support physicians in diagnostic
decisions. Compared with rule-based systems, however, these systems are less transparent …
decisions. Compared with rule-based systems, however, these systems are less transparent …
Can people experience romantic love for artificial intelligence? An empirical study of intelligent assistants
X Song, B Xu, Z Zhao - Information & Management, 2022 - Elsevier
Along with the development of artificial intelligence (AI), more IT applications based on AI
are being created. A personal intelligent assistant is an AI application that provides …
are being created. A personal intelligent assistant is an AI application that provides …
“The reports of my death are greatly exaggerated”—Artificial intelligence research in accounting
Abstract Gray et al.(2014) examined the productivity of expert systems/artificial intelligence
research in accounting and came to the conclusion that both research on and practice use of …
research in accounting and came to the conclusion that both research on and practice use of …
Perturbation-based explanations of prediction models
M Robnik-Šikonja, M Bohanec - Human and Machine Learning: Visible …, 2018 - Springer
Current research into algorithmic explanation methods for predictive models can be divided
into two main approaches: gradient-based approaches limited to neural networks and more …
into two main approaches: gradient-based approaches limited to neural networks and more …
Explaining data-driven document classifications
Many document classification applications require human understanding of the reasons for
data-driven classification decisions by managers, client-facing employees, and the technical …
data-driven classification decisions by managers, client-facing employees, and the technical …
Comprehensible predictive models for business processes
Predictive modeling approaches in business process management provide a way to
streamline operational business processes. For instance, they can warn decision makers …
streamline operational business processes. For instance, they can warn decision makers …
Recommendation agents for electronic commerce: Effects of explanation facilities on trusting beliefs
W Wang, I Benbasat - Journal of Management Information Systems, 2007 - Taylor & Francis
We empirically test the effects of explanation facilities on consumers' initial trusting beliefs
concerning online recommendation agents (RAs). RAs provide online shopping advice …
concerning online recommendation agents (RAs). RAs provide online shopping advice …