Probabilistic Reasoning With Facts And Rules In Deductive Databases

Abstract

In this paper we present a new method for probabilistic reasoning with true facts and uncertain rules within a deductive database. Besides a cautious approach to inferences on uncertain rules, we show a default approach for uncertainty reasoning including factual knowledge, based on the ideas of maximal context and detachment. Integrated into a database… (More)
DOI: 10.1007/3-540-54659-6_111

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