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Change, choice and inference : a study of belief revision and nonmonotonic reasoning
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ISBN: 9780198503064 0198503067 Year: 2001 Publisher: Oxford : Clarendon ; Oxford University Press,

Conditionals in Nonmonotonic Reasoning and Belief Revision : Considering Conditionals as Agents
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ISBN: 3540423672 3540446001 9783540423676 Year: 2001 Volume: 2087 Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer,

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Abstract

Conditionals are omnipresent, in everyday life as well as in scientific environments; they represent generic knowledge acquired inductively or learned from books. They tie a flexible and highly interrelated network of connections along which reasoning is possible and which can be applied to different situations. Therefore, conditionals are important, but also quite problematic objects in knowledge representation. This book presents a new approach to conditionals which captures their dynamic, non-proportional nature particularly well by considering conditionals as agents shifting possible worlds in order to establish relationships and beliefs. This understanding of conditionals yields a rich theory which makes complex interactions between conditionals transparent and operational. Moreover,it provides a unifying and enhanced framework for knowledge representation, nonmonotonic reasoning, belief revision,and even for knowledge discovery.

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