creators_name: Linhares, Alexandre creators_id: linhares@clubofrome.org.br type: preprint datestamp: 2009-09-07 10:21:07 lastmod: 2013-11-18 21:03:14 metadata_visibility: no_search title: The emergence of choice: Decision-making and strategic thinking through analogies subjects: percep-cog-psy subjects: cog-psy subjects: peer-review subjects: comp-sci-art-intel subjects: comp-sci-mach-vis full_text_status: public keywords: perception problem-solving chess cognitive-science artificial-intelligence copycat abstract: Consider the chess game: When faced with a complex scenario, how does understanding arise in one’s mind? How does one integrate disparate cues into a global, meaningful whole? how do humans avoid the combinatorial explosion? How are abstract ideas represented? The purpose of this paper is to propose a new computational model of human chess intuition and intelligence. We suggest that analogies and abstract roles are crucial to solving these landmark problems. 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