What Should Be in an XAI Explanation? What IFT Reveals

نویسندگان

  • Jonathan Dodge
  • Sean Penney
  • Andrew Anderson
  • Margaret M. Burnett
چکیده

This workshop’s call for participation poses the question: What should be in an explanation? One route toward answering this question is to turn to theories of how humans try to obtain information they seek. Information Foraging Theory (IFT) is one such theory. In this paper, we present lessons we have learned about how IFT informs Explainable Artificial Intelligence (XAI), and also what XAI contributes back to IFT.

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تاریخ انتشار 2018