Explanation in artificial intelligence: Insights from the social sciences

@article{Miller2017ExplanationIA,
  title={Explanation in artificial intelligence: Insights from the social sciences},
  author={Tim Miller},
  journal={Artif. Intell.},
  year={2017},
  volume={267},
  pages={1-38}
}
Abstract There has been a recent resurgence in the area of explainable artificial intelligence as researchers and practitioners seek to provide more transparency to their algorithms. Much of this research is focused on explicitly explaining decisions or actions to a human observer, and it should not be controversial to say that looking at how humans explain to each other can serve as a useful starting point for explanation in artificial intelligence. However, it is fair to say that most work in… CONTINUE READING

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