Multi-expert opinions combination based on evidence theory

被引:0
|
作者
Chun-Mei, Lin [1 ]
Yue, He [1 ]
机构
[1] Shaoxing Coll Arts & Sci, Dept Comp, Shaoxing 312000, Zhejiang, Peoples R China
关键词
fuzzy cognitive map; D-S evidence theory; expert knowledge combination;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
An approach is presented to multi-expert's opinions combination based on the Dempster-Shafer evidence theory. In the method, we use multi-expert's knowledge as evidence, the possible value of weight as frame of discernment, expert's evaluation to a weight on frame of discernment as basic probability assignment, and use D-S rule combining to give fusion basic probability assignment in. Finally, the weight is given C, according to fusion basic probability assignment. The result is shown that the method can keep exactitude information, reduce conflict factor, strong degree opinion and improve knowledge quality.
引用
收藏
页码:393 / +
页数:3
相关论文
共 50 条
  • [41] Application of synergetic multi-expert system in concurrent engineering
    Li, Dongbo
    Tang, Dunbing
    Zhang, Shiqi
    Nanjing Li Gong Daxue Xuebao/Journal of Nanjing University of Science and Technology, 1998, 22 (05): : 419 - 422
  • [42] Group Recommender Systems - An Evolutionary Approach Based on Multi-expert System for Consensus
    Meena, Ritu
    Minz, Sonajharia
    JOURNAL OF INTELLIGENT SYSTEMS, 2020, 29 (01) : 1092 - 1108
  • [43] A multi-expert based approach to continuous authentication of mobile-device users
    Mazhelis, O
    Seleznyov, A
    Puuronen, S
    CERTIFICATION AND SECURITY IN E-SERVICES: FROM E-GOVERNMENT TO E-BUSINESS, 2003, 127 : 149 - 164
  • [44] A novel multi-scale and multi-expert edge detector based on common vector approach
    Ozkan, Kemal
    Isik, Sahin
    AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2015, 69 (09) : 1272 - 1281
  • [45] A Multi-expert Agent for Efficient Learning from Demonstrations
    Chen, Yiwen
    Zhang, Zedong
    Liu, Haofeng
    Tan, Jiayi
    Chew, Chee-Meng
    Ang, Marcelo H.
    INTELLIGENT AUTONOMOUS SYSTEMS 18, VOL 1, IAS18-2023, 2024, 795 : 305 - 316
  • [46] Fuzzy Linguistic Labels in Multi-expert Decision Making
    Mieszkowicz-Rolka, Alicja
    Rolka, Leszek
    THEORY AND PRACTICE OF NATURAL COMPUTING, TPNC 2017, 2017, 10687 : 126 - 136
  • [47] A multi-expert signature verification system for bankcheck processing
    Dimauro, G
    Impedovo, S
    Pirlo, G
    Salzo, A
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 1997, 11 (05) : 827 - 844
  • [48] CREDEX, A MULTI-EXPERT SYSTEM FOR EVALUATING BUSINESS RISKS
    PINSON, S
    TSI-TECHNIQUE ET SCIENCE INFORMATIQUES, 1989, 8 (02): : 127 - 143
  • [49] Multi-expert synthesis for versatile locomotion and manipulation skills
    Yuan, Kai
    Li, Zhibin
    FRONTIERS IN ROBOTICS AND AI, 2022, 9
  • [50] Multi-expert verification of hand-written signatures
    Bovino, L
    Impedovo, S
    Pirlo, G
    Sarcinella, L
    SEVENTH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION, VOLS I AND II, PROCEEDINGS, 2003, : 932 - 936