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Metacognition in computation: A selected research review

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ARTIFICIAL INTELLIGENCE
卷 169, 期 2, 页码 104-141

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ELSEVIER
DOI: 10.1016/j.artint.2005.10.009

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cognitive monitoring; computational introspection; limited rationality; metacognition; meta-explanation; metaknowledge; meta-level architecture; metareasoning; self-reference; reflection

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Various disciplines have examined the many phenomena of metacognition and have produced numerous results, both positive and negative. I discuss some of these aspects of cognition about cognition and the results concerning them from the point of view of the psychologist and the computer scientist, and I attempt to place them in the context of computational theories. I examine metacognition with respect to both problem solving (e.g., planning) and to comprehension (e.g., story understanding) processes of cognition. (c) 2005 Published by Elsevier B.V.

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