Propositional belief base merging or how to merge beliefs/goals coming from several sources and some links with social choice theory

被引:37
|
作者
Konieczny, S
Pérez, RP
机构
[1] Univ Toulouse 3, IRIT, CNRS, F-31062 Toulouse, France
[2] Univ Los Andes, Fac Ciencias, Dept Matemat, Merida 5101, Venezuela
关键词
artificial intelligence; group decisions and negotiations; knowledge-based systems; belief merging;
D O I
10.1016/j.ejor.2003.06.039
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
We give in this paper new results on merging operators. Those operators aim to define the goals (or beliefs) of an agents' group after the individuals' goals (beliefs). Using the logical framework of Konieczny and Pino Perez [Proceedings of the Fifth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU'99), Lecture Notes in Artificial Intelligence 1638, 1999, pp. 233-244] we study the relationships between two important subfamilies of merging operators: majority operators and arbitration operators. An open question was to know if those two families were disjoint or not. We show that there are operators that belong simultaneously to the two families. Furthermore. the new family introduced allows the user to choose the "consensual level" he wants for his majority operator. We show at the end of this work some relationships between logical belief merging operators and social choice rules. (C) 2003 Elsevier B.V. All rights reserved.
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页码:785 / 802
页数:18
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