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This paper argues that the field of explainable artificial intelligence can build on this existing research, and reviews relevant papers from philosophy, cognitive psychology/science, and social psychology, which study these topics.

Explanation in Artificial Intelligence: Insights from the Social Sciences. There has been a recent resurgence in the area of explainable artificial ...

There exists vast and valuable bodies of research in philosophy, psychology, and cognitive science of how people define, generate, select, evaluate, and present ...

22.06.2017 · [1706.07269v1] Explanation in Artificial Intelligence: Insights from the Social Sciences There has been a recent resurgence in the area of explainable artificial intelligence as researchers and practitioners seek to provide more transparency Much of …

There has been a recent resurgence in the area of explainable artificial intelligence as researchers and practitioners seek to provide more transparency to ...

Feb 01, 2019 · In social science, the process of identifying the causes of a particular phenomenon is known as attribution, and is seen as just part of the entire process of explanation. 2. Product — The explanation that results from the cognitive process is the product of the cognitive explanation process. 3.

Jun 22, 2017 · This paper argues that the field of explainable artificial intelligence should build on this existing research, and reviews relevant papers from philosophy, cognitive psychology/science, and social psychology, which study these topics. It draws out some important findings, and discusses ways that these can be infused with work on explainable ...

Jun 22, 2017 · DOI: 10.1016/J.ARTINT.2018.07.007 Corpus ID: 36024272. Explanation in Artificial Intelligence: Insights from the Social Sciences @article{Miller2019ExplanationIA, title={Explanation in Artificial Intelligence: Insights from the Social Sciences}, author={Tim Miller}, journal={Artif.

There exist vast and valuable bodies of research in philosophy, psychology, and cognitive science of how people define, generate, select, evaluate, and present ...

01.02.2019 · This paper argues that the field of explainable artificial intelligence can build on this existing research, and reviews relevant papers from philosophy, cognitive psychology/science, and social psychology, which study these topics.

Explanation in artificial intelligence: Insights from the social sciences. Tim Miller. ARTIFICIAL INTELLIGENCE | ELSEVIER SCIENCE BV | Published : 2019.

Jun 22, 2017 · However, it is fair to say that most work in explainable artificial intelligence uses only the researchers' intuition of what constitutes a `good' explanation. There exists vast and valuable bodies of research in philosophy, psychology, and cognitive science of how people define, generate, select, evaluate, and present explanations.

Mark Coeckelbergh - 2020 - Science and Engineering Ethics 26 (4):2051-2068. The Pragmatic Turn in Explainable Artificial Intelligence (XAI).Andrés Páez - 2019 - ...

There exists vast and valuable bodies of research in philosophy, psychology, and cognitive science of how people define, generate, select, ...

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Explanation in Artificial Intelligence: Insights from the Social Sciences Tim Miller School of Computing and Information Systems University of Melbourne, Melb …

Psychology, Computer Science. EXTRAAMAS@AAMAS. 2019. TLDR. This paper argues that the field of explainable artificial intelligence can build ...

This article highlights the top circle in Figure 1: the philosophy, social and cognitive. psychology, and cognitive science views of explanation, and their relation to the other tw o. circles ...

Explanations are social — they are a transfer of knowledge, presented as part of a conversation or interaction, and are thus presented relative to the ...