Explanation as a Social Practice: Toward a Conceptual Framework for the Social Design of AI Systems
IEEE Transactions on Cognitive and Developmental Systems(2021)
摘要
The recent surge of interest in explainability in artificial intelligence (XAI) is propelled by not only technological advancements in machine learning but also by regulatory initiatives to foster transparency in algorithmic decision making. In this article, we revise the current concept of explainability and identify three limitations: passive explainee, narrow view on the social process, and und...
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关键词
Artificial intelligence,Receivers,Monitoring,Machine learning algorithms,Computational modeling,Task analysis,Surges
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