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1A3-IOS-3a-3 A Proposed Supervised Clustering Appproach for the Identification of Concerned HIV-Related Messages in Web Forums

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06月04日(Tue) 14:10〜16:10 A会場(-国際会議場3F メインホール)
1A3 International Organized Session「IOS-3 INTELLIGENT DATA ANALYSIS AND APPLICATIONS-1」

演題番号1A3-IOS-3a-3
題目A Proposed Supervised Clustering Appproach for the Identification of Concerned HIV-Related Messages in Web Forums
著者Chiu Chaochang(Dept. of Information Management, Yuan Ze University)
Nan-Hsing Chiu(Chien Hsin University of Sci. and Tech.)
Re-Jiau Sung(Yuan Ze University)
Chih-Hao Hsiao(Yuan Ze University)
時間06月04日(Tue) 14:50〜15:10
概要Web forums become the means of online communication and information sharing sources for the learning about healthcare and related treatment knowledge. By adopting web crawlers and natural language processing techniques, the automatic identification and classification approach of the concerned HIV-related messages is proposed to facilitate the health authorities or social support groups in instant counseling. The proposed supervised GA/k-means for classification approach can help effectively distinguish “concerned” and “unconcerned” HIV-related messages on the web forum.
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