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Issue title: Some highlights on fuzzy systems and data mining
Guest editors: Shilei Sun, Silviu Ionita, Eva Volná, Andrey Gavrilov and Feng Liu
Article type: Research Article
Authors: Chen, Jiea; c | Gao, Yueb | Su, Chongb; * | Li, Pingc | Fu, Dapenga | Leng, Yulinga
Affiliations: [a] Beijing Zhongguancun Hospital, Department of Acupuncture and moxibustion, Beijing, China | [b] Beijing University of Chemical Technology, School of Information Science and Technology, Beijing, China | [c] Tianjin University of Traditional Chinese Medicine, Tianjin, China
Correspondence: [*] Corresponding author. Chong Su, Beijing University of Chemical Technology, School of Information Science and Technology, Beijing 100029, China. Tel./Fax: +86 010 644 34931; E-mail: [email protected].
Abstract: At present, multi-attribute group decision making (MAGDM) researches are concerned with obtaining the alternatives’ ranking order based on the gathered group fuzzy preference matrix, as a result, it suffers from the group experts’ strong subjectivity fatigue without approaches to obtain and use the group intelligence. This paper proposes a new definition of group intelligence based on sub-attribute’s weight coefficients and expected intervals of the MAGDM. Group intelligence generating methods are provided as well. Additionally, a kind of group intelligence-based decision approach is introduced that can aid in reducing subjective fatigue in humans. In particular, a test function and a kind of medical MAGDM problem addressing Traditional Chinese medical (TCM) dysphagia rehabilitation treatment are employed to verify the correctness and feasibility of the proposed methods.
Keywords: Group intelligence, generating, multi-attribute group decision making (MAGDM), traditional Chinese medicine (TCM)
DOI: 10.3233/JIFS-169204
Journal: Journal of Intelligent & Fuzzy Systems, vol. 31, no. 6, pp. 3181-3195, 2016
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