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The Logic of Knowledge Bases

The Logic of Knowledge BasesAuthors: Hector J. Levesque, Gerhard Lakemeyer
Publisher: The MIT Press
Category: Book

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Sales Rank: 1,790,222

Media: Hardcover
Edition: 1st
Pages: 282
Number Of Items: 1
Shipping Weight (lbs): 1.6
Dimensions (in): 9.3 x 7.3 x 0.8

ISBN: 0262122324
Dewey Decimal Number: 006.332
EAN: 9780262122320
ASIN: 0262122324

Publication Date: February 19, 2001
Availability: Usually ships in 1-2 business days

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Product Description
The idea of knowledge bases lies at the heart of symbolic, or "traditional," artificial intelligence. A knowledge-based system decides how to act by running formal reasoning procedures over a body of explicitly represented knowledge--a knowledge base. The system is not programmed for specific tasks; rather, it is told what it needs to know and expected to infer the rest. This book is about the logic of such knowledge bases. It describes in detail the relationship between symbolic representations of knowledge and abstract states of knowledge, exploring along the way the foundations of knowledge, knowledge bases, knowledge-based systems, and knowledge representation and reasoning. Assuming some familiarity with first-order predicate logic, the book offers a new mathematical model of knowledge that is general and expressive yet more workable in practice than previous models. The book presents a style of semantic argument and formal analysis that would be cumbersome or completely impractical with other approaches. It also shows how to treat a knowledge base as an abstract data type, completely specified in an abstract way by the knowledge-level operations defined over it.


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