Proceedings of the Fuzzy System Symposium
24th Fuzzy System Symposium
Session ID : WA3-3
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Extraction and Identification of Decision Rules from the Questionnaire about Selection of Medical Institutions
*Shintaro TokuraTadahiko Murata
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Abstract
Recently, multi-agent simulation (MAS) attract a attention from some domain. Modeling human decision-making is a challenge in modeling and simulating social phenomenon by MAS. Then, we generate If-Then rules that show human decision-making based on the questionnaire concerning selection of medical institution and the coordinate data of GIS in this paper. We compare distinction coefficient of generating If-Then rules that fixed attribute of antecedent part with automatic generating rules that by ID3 proposed by J.R. Quinlan. As well as we decrease number of rules and advance the analysis of the questionnaire data by clustering attribute of antecedent part.
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© 2008 Japan Society for Fuzzy Theory and Intelligent Informatics
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