Details

Title: The logic of knowledge bases
Creators: Levesque Hector J.; Lakemeyer Gerhard
Organization: IEEE Xplore (Online Service); MIT Press
Imprint: Cambridge, Massachusetts London, England: MIT Press, 2001
Collection: Электронные книги зарубежных издательств; Общая коллекция
Subjects: Информации теория; Информатика; Математическая логика; MIT Press eBooks Library
UDC: 621.391; 004
Document type: Other
File type: Other
Language: English
Rights: Доступ по паролю из сети Интернет (чтение, печать)
Record key: 6267409

Allowed Actions: View

Annotation

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.

Usage statistics

stat Access count: 17
Last 30 days: 0
Detailed usage statistics