Handbook of Knowledge Representation (ISSN: Volume 1)
By: and and
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- Synopsis
- Handbook of Knowledge Representation describes the essential foundations of Knowledge Representation, which lies at the core of Artificial Intelligence (AI). The book provides an up-to-date review of twenty-five key topics in knowledge representation, written by the leaders of each field. It includes a tutorial background and cutting-edge developments, as well as applications of Knowledge Representation in a variety of AI systems. This handbook is organized into three parts. Part I deals with general methods in Knowledge Representation and reasoning and covers such topics as classical logic in Knowledge Representation; satisfiability solvers; description logics; constraint programming; conceptual graphs; nonmonotonic reasoning; model-based problem solving; and Bayesian networks. Part II focuses on classes of knowledge and specialized representations, with chapters on temporal representation and reasoning; spatial and physical reasoning; reasoning about knowledge and belief; temporal action logics; and nonmonotonic causal logic. Part III discusses Knowledge Representation in applications such as question answering; the semantic web; automated planning; cognitive robotics; multi-agent systems; and knowledge engineering. This book is an essential resource for graduate students, researchers, and practitioners in knowledge representation and AI.* Make your computer smarter* Handle qualitative and uncertain information* Improve computational tractability to solve your problems easily
- Copyright:
- 2008
Book Details
- Book Quality:
- Publisher Quality
- Book Size:
- 1,034 Pages
- ISBN-13:
- 9780080557021
- Related ISBNs:
- 9780444522115
- Publisher:
- Elsevier Science
- Date of Addition:
- 03/18/21
- Copyrighted By:
- Elsevier Science & Technology
- Adult content:
- No
- Language:
- English
- Has Image Descriptions:
- No
- Categories:
- Nonfiction, Computers and Internet
- Submitted By:
- Bookshare Staff
- Usage Restrictions:
- This is a copyrighted book.
- Edited by:
- Frank van Harmelen
- Edited by:
- Vladimir Lifschitz
- Edited by:
- Bruce Porter