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Partial Satisfiability-Based Merging

机译:部分可靠性的合并

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摘要

When information comes from different sources inconsistent beliefs may appear. To handle inconsistency, several model-based belief merging operators have been proposed. Starting from different belief bases which might conflict, these operators return a unique consistent base which represents the beliefs of the group. The operators, parameterized by a distance between interpretations and aggregation function, usually only take into account consistent bases, consequently some information which is not responsible for conflicts may be ignored. An alternative way of merging uses the notion of Partial Satisfiability to define PS-Merge, a model-based merging operator that produces similar results to other merging approaches, but while other approaches require many merging operators in order to achieve satisfactory results for different scenarios PS-Merge obtains similar results for all these different scenarios with a unique operator. This paper analyzes some of the properties satisfied by PS-Merge.
机译:当信息来自不同来源时,可能会出现不一致的信念。为了处理不一致,提出了几种基于模型的信念合并运营商。从可能发生冲突的不同信仰基地开始,这些运营商返回一个独特的一致基础,代表该组的信仰。通过解释和聚合函数之间的距离参数化的操作员通常只考虑一致的基础,因此可能忽略不对冲突负责的一些信息。一种替代的合并方式使用部分可靠性的概念来定义PS-Merge,一种基于模型的合并运算符,其产生类似的结果与其他合并方法,但是,而其他方法需要许多合并运算符以实现不同场景PS的令人满意的结果-Merge为所有这些不同的场景获得类似的结果,其中包含唯一的操作员。本文分析了PS-Merge满足的一些属性。

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