--- 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. We present a proof-of-concept model, in the form of a computational architecture, which may be able to account for many crucial aspects of human intuition, such as (i) concentration of attention to relevant aspects, (ii) \r\nhow humans may avoid the combinatorial explosion, (iii) perception of similarity at a strategic level, and (iv) a state of meaningful anticipation over how a global scenario \r\nmay evolve. " altloc: [] chapter: ~ commentary: ~ commref: ~ confdates: ~ conference: ~ confloc: ~ contact_email: ~ creators_id: - linhares@clubofrome.org.br creators_name: - family: Linhares given: Alexandre honourific: Dr lineage: '' date: 2008-05-01 date_type: submitted datestamp: 2009-09-07 10:21:07 department: ~ dir: disk0/00/00/66/15 edit_lock_since: ~ edit_lock_until: ~ edit_lock_user: ~ editors_id: [] editors_name: [] eprint_status: archive eprintid: 6615 fileinfo: /style/images/fileicons/application_pdf.png;/6615/2/Capyblanca_cogprints.pdf full_text_status: public importid: ~ institution: ~ isbn: ~ ispublished: ~ issn: ~ item_issues_comment: [] item_issues_count: 0 item_issues_description: [] item_issues_id: [] item_issues_reported_by: [] item_issues_resolved_by: [] item_issues_status: [] item_issues_timestamp: [] item_issues_type: [] keywords: perception problem-solving chess cognitive-science artificial-intelligence copycat lastmod: 2013-11-18 21:03:14 latitude: ~ longitude: ~ metadata_visibility: no_search note: ~ number: ~ pagerange: ~ pubdom: TRUE publication: ~ publisher: ~ refereed: FALSE referencetext: "Atkinson, G., (1993). 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PhD Thesis, Indiana University, Bloomington.\r\nSilva, J., and Linhares, A., (2007) Cognitive reflection: the ‘premature temperature convergence’ hypothesis, in Proceedings of the Twenty-Ninth Conference of the Cognitive Science Society, Nashville, USA.\r\nWilkins, D., (1980). ‘Using patterns and plans in chess’, Artificial Intelligence, 14, 165-203.\r\n" relation_type: [] relation_uri: [] reportno: ~ rev_number: 31 series: ~ source: ~ status_changed: 2009-09-07 10:21:07 subjects: - percep-cog-psy - cog-psy - peer-review - comp-sci-art-intel - comp-sci-mach-vis succeeds: 6138 suggestions: Under review sword_depositor: ~ sword_slug: ~ thesistype: ~ title: 'The emergence of choice: Decision-making and strategic thinking through analogies' type: preprint userid: 8058 volume: ~