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Article on Explainable Artificial Intelligence published in Information Systems Management

News vom 08.11.2020

In cooperation with Enrico Bunde, Johannes Schneider and Martin Gersch, Prof. Meske published the article "Explainable Artificial Intelligence: Objectives, Stakeholders and Future Research Opportunities"  in the journal Information Systems Management (VHB: C).

Preprint available here or via ResearchGate.

Abstract: 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 explainability, and previous research on Explainable AI (XAI) in information systems research. Moreover, we discuss the origin of the term XAI, generalized XAI objectives and stakeholder groups, as well as quality criteria of personalized explanations. We conclude with an outlook to future research on XAI.

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