Abstract
Nonmonotonic reasoning has been developed to capture common sense inferences. This paper considers nonmonotonic reasoning in logic programs with negation, specifically its implementation using Prolog and its integration with Prolog execution. Even within logic programming frameworks, a variety of inferencing methods, model-theoretic semantics, and language features have been proposed for different forms of nonmonotonic reasoning. A challenging problem is to incorporate them into an integrated system. This paper describes an implementation of such a system in Prolog and different reasoning capabilities that are supported. By combining Prolog technology with various mechanisms of nonmonotonic reasoning, the resulting system offers a more realistic testbed for applications of common sense reasoning.
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