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International Journal of Computational Intelligence Systems | Vol.9, Issue.6 | | Pages

International Journal of Computational Intelligence Systems

Novel Approach to Tourism Analysis with Multiple Outcome Capability Using Rough Set Theory

Chun-Che Huang,Tzu-Liang (Bill) Tseng†,Kun-Cheng Chen  
Abstract

To explore the relationship between characteristics and decision-making outcomes of the tourist is critical to keep competitive tourism business. In investigation of tourism development, most of the existing studies lack of a systematic approach to analyze qualitative data. Although the traditional Rough Set (RS) based approach is an excellent classification method in qualitative modeling, but it is can’t deal with the case of multiple outcomes, which is a common situation in tourism. Consequently, the Multiple Outcome Reduct Generation (MORG) and Multiple Outcome Rule Extraction (MORE) approaches based on RS to handle multiple outcomes are proposed. This study proposes a ranking based approach to induct meaningful reducts and ensure the strength and robustness of decision rules, which helps decision makers understand tourist’s characteristics in a tourism case.

Original Text (This is the original text for your reference.)

Novel Approach to Tourism Analysis with Multiple Outcome Capability Using Rough Set Theory

To explore the relationship between characteristics and decision-making outcomes of the tourist is critical to keep competitive tourism business. In investigation of tourism development, most of the existing studies lack of a systematic approach to analyze qualitative data. Although the traditional Rough Set (RS) based approach is an excellent classification method in qualitative modeling, but it is can’t deal with the case of multiple outcomes, which is a common situation in tourism. Consequently, the Multiple Outcome Reduct Generation (MORG) and Multiple Outcome Rule Extraction (MORE) approaches based on RS to handle multiple outcomes are proposed. This study proposes a ranking based approach to induct meaningful reducts and ensure the strength and robustness of decision rules, which helps decision makers understand tourist’s characteristics in a tourism case.

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Chun-Che Huang,Tzu-Liang (Bill) Tseng†,Kun-Cheng Chen,.Novel Approach to Tourism Analysis with Multiple Outcome Capability Using Rough Set Theory. 9 (6),.

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