Information Systems Management · 2020 · 379 citations · 61 references
ComputingComputer ScienceInformation SystemsArtificial IntelligenceData EthicsKnowledge RepresentationArtificial Intelligence GovernanceEthics Of Automated Decision-makingExplanationExplainabilityExplainable Artificial IntelligenceHuman-centered Explainable Artificial IntelligencePersonalized ExplanationsQuality CriteriaStakeholder AttitudesStakeholder Representation
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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