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Exceptional Subclasses in Qualitative Probability

机译:定性概率中的异常子类

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System Z~+ [Goldszmidt and Pearl, 1991, Goldszmidt, 1992] is a formalism for reasoning with normality defaults of the form "typically if Φ then ψ (with strength δ)" where δ is a positive integer. The system has a critical shortcoming in that it does not sanction inheritance across exceptional subclasses. In this paper we propose an extension to System Z~+ that rectifies this shortcoming by extracting additional conditions between worlds from the defaults database. We show that the additional constraints do not change the notion of the consistency of a database. We also make comparisons with competing default reasoning systems.
机译:系统Z〜+ [Goldszmidt和Pearl,1991,Goldszmidt,1992]是一种形式化推理,其正态性缺省形式为“通常是Φ则ψ(强度为δ)”,其中δ为正整数。该系统有一个严重的缺点,即它不批准跨特殊子类的继承。在本文中,我们提出了对System Z〜+的扩展,该扩展通过从默认数据库中提取世界之间的其他条件来纠正此缺陷。我们证明了附加约束不会改变数据库一致性的概念。我们还与竞争默认推理系统进行了比较。

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