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{ "pk": 33301, "title": "Modeling invention by Analogy in ACT-R", "subtitle": null, "abstract": "We investigate some aspects of cognition involved in invention, more precisely in the invention of the telephone by Alexander Graham Bell. We propose the use of the Structure-Behavior-Function (SBF) language for the representation of invention knowledge; we claim that because SBF has been shown to support a wide range of reasoning about physical devices, it constitutes a plausible account of how an inventor might represent knowledge of an invention. We further propose the use of the ACT-R architecture for the implementation of this model. ACT-R has been shown to very precisely model a wide range of human cognition. We draw upon the architecture for execution of productions and matching of declarative knowledge through spreading activation. Thus we present a model which combines the well-established cognitive validity of ACT-R with the powerful, specialized model-based reasoning methods facilitated by SBF.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [], "section": "Long Papers", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/3nw8b8c6", "frozenauthors": [ { "first_name": "J.", "middle_name": "William", "last_name": "Murdock", "name_suffix": "", "institution": "College of Computing, Georgia institute of Technology", "department": "" }, { "first_name": "Marin", "middle_name": "", "last_name": "Simina", "name_suffix": "", "institution": "College of Computing, Georgia institute of Technology", "department": "" }, { "first_name": "Jim", "middle_name": "", "last_name": "Davies", "name_suffix": "", "institution": "College of Computing, Georgia institute of Technology", "department": "" }, { "first_name": "Gordon", "middle_name": "", "last_name": "Shippey", "name_suffix": "", "institution": "College of Computing, Georgia institute of Technology", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "1998-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/33301/galley/24361/download/" } ] }