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Article type: Research Article
Authors: Jiang, Wenchaoa | Yang, Xiaoleib | Zang, Yuqic; * | Yuan, Xumeia | Liu, Ruid
Affiliations: [a] School of Economics and Management, Yanshan University, Qinhuangdao, China | [b] School of Information Science and Engineering, Yanshan University, Qinhuangdao, China | [c] School of Humanities and Law, Yanshan University, Qinhuangdao, China | [d] School of International Education, Yanshan University, Qinhuangdao, China
Correspondence: [*] Corresponding author. Yuqi Zang, School of Humanities and Law, Yanshan University, Qinhuangdao, 066004, China. Email: yqzang@ysu.edu.cn.
Abstract: In view of the technical defects of the existing grey relational projection method, a new grey compromise relational bidirectional projection method is proposed. By incorporating the information expression advantage of picture hesitant fuzzy number, the distance formula of picture hesitant fuzzy statistics is constructed based on the centralized trend measurement and discrete trend measurement in descriptive statistics. On this basis, a multi-attribute recommendation method of picture hesitant fuzzy grey compromise relational bidirectional projection is proposed by combining compromise idea and bidirectional projection technology. The validity and advantage of this method are verified by numerical analysis, which also suggested the rationality of the picture hesitant fuzzy statistical distance and the grey compromise relational bidirectional projection method.
Keywords: Picture hesitant fuzzy number, grey compromise relational, bidirectional projection, multi-attribute recommendation
DOI: 10.3233/JIFS-233016
Journal: Journal of Intelligent & Fuzzy Systems, vol. 45, no. 6, pp. 12267-12278, 2023
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