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- Douglas Walton (2004). A New Dialectical Theory of Explanation. Philosophical Explorations 7 (1):71 – 89.This paper offers a dialogue theory of explanation. A successful explanation is defined as a transfer of understanding in a dialogue system in which a questioner and a respondent take part. The questioner asks a special sort of why-question that asks for understanding of something and the respondent provides a reply that transfers understanding to the questioner. The theory is drawn from recent work on explanation in artificial intelligence (AI), especially in expert systems, but applies to scientific, legal and everyday conversational explanations.No categories
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Scientists and laypeople alike use the sense of understanding that an explanation conveys as a cue to good or correct explanation. Although the occurrence of this sense or feeling of understanding is neither necessary nor sufficient for good explanation, it does drive judgments of the plausibility and, ultimately, the acceptability, of an explanation. This paper presents evidence that the sense of understanding is in part the routine consequence of two well-documented biases in cognitive psychology: overconfidence and hindsight. In light of the prevalence of counterfeit understanding in the history of science, I argue that many forms of cognitive achievement do not involve a sense of understanding, and that only the truth or accuracy of an explanation make the sense of understanding a valid cue to genuine understanding.
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Understanding without explanation? Impossible, or so I will argue – in the case of science, at least. More particularly, I defend in this paper a version of the following simple view concerning the connection between scientific explanation and understanding: scientific understanding is that state produced, and only produced, by grasping a correct explanation. The simple view, I will conclude, ought to be regarded as one part of a bigger picture, in which "understanding why", "understanding that", and "understanding with" are distinguished. But the central idea, that scientific understanding is a matter of having the right epistemic relation to an explanation or explanations, will remain untouched.
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