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A Probabilistic Approach to Analyzing Agent Relations in Three-Way Conflict Analysis Based on Bayesian Confirmation

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成果类型:
会议论文
作者:
Hu, Mengjun;Lang, Guangming
作者机构:
[Hu, Mengjun] Univ Regina, Dept Comp Sci, Regina, SK S4S 0A2, Canada.
[Lang, Guangming] Changsha Univ Sci & Technol, Sch Math & Stat, Changsha 410114, Hunan, Peoples R China.
语种:
英文
关键词:
Three-way conflict analysis;Bayesian confirmation;Agent relation;Three-way decision
期刊:
Lecture Notes in Computer Science
ISSN:
0302-9743
年:
2022
卷:
13633
页码:
319-333
会议名称:
2022 International Joint Conference on Rough Sets
会议论文集名称:
Lecture Notes in Computer Science
会议时间:
NOV 11-14, 2022
会议地点:
Suzhou, PEOPLES R CHINA
会议主办单位:
[Hu, Mengjun] Univ Regina, Dept Comp Sci, Regina, SK S4S 0A2, Canada.^[Lang, Guangming] Changsha Univ Sci & Technol, Sch Math & Stat, Changsha 410114, Hunan, Peoples R China.
主编:
Yao, J Fujita, H Yue, X Miao, D Grzymala-Busse, J Li, F
出版地:
GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND
出版者:
SPRINGER INTERNATIONAL PUBLISHING AG
ISBN:
978-3-031-21243-7; 978-3-031-21244-4
基金类别:
National Natural Science Foundation of China [62076040]; Hunan Provincial Natural Science Foundation of China [2020JJ3034, 2020JJ4598]; Hunan Provincial Key Laboratory of Intelligent Computing and Language Information Processing [2018TP1018]; Scientific Research Fund of Chongqing Key Laboratory of Computational Intelligence [2020FF04]
机构署名:
本校为其他机构
院系归属:
数学与统计学院
摘要:
Conflict analysis is commonly based on a conflict situation involving agents and their ratings or attitudes toward a set of issues. Analyzing the relationships between agents is one of the essential topics in conflict analysis. Alliance, conflict, and neutrality are three typical relations. The majority of existing research adopts an auxiliary function that uses +1, -1, and 0 to denote these three relations concerning a single issue. An auxiliary function is aggregated for a group of issues, which is primarily limited to taking the average in the existing works. Moreover, computing the values ...

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