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arXiv 1302.6848cs.AI
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定性概率中的例外子类

Exceptional Subclasses in Qualitative Probability

University of California(加利福尼亚大学)

Sek-Wah Tan

摘要:

系统Z+ [Goldszynn and Pearl,1991,Goldszynn,1992]是一种形式主义,用于推理形式为“typically if phi then +(with strength cf)”的正规缺省值,其中6是一个正整数。该系统有一个严重的缺点,即它不批准跨异常子类的继承。在本文中,我们提出了一个扩展系统Z+,纠正这个缺点,从默认数据库中提取世界之间的附加条件。我们表明,额外的约束条件不改变数据库的一致性的概念。我们还与竞争默认推理系统进行比较。

英文摘要:

System Z+ [Goldszmidt and Pearl, 1991, Goldszmidt, 1992] is a formalism for reasoning with normality defaults of the form "typically if phi then + (with strength cf)" where 6 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.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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