Most recent volume

Volume 1. Handbook of Knowledge Representation

Published: 18th December 2007 Editors: Frank van Harmelen Vladimir Lifschitz Bruce Porter

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.

Additional volumes

Handbook of Constraint Programming

Published: 18th August 2006 Editors: Francesca Rossi Peter van Beek Toby Walsh

Volume 1. Handbook of Temporal Reasoning in Artificial Intelligence

Published: 1st March 2005 Editors: Michael Fisher Dov M. Gabbay Lluis Vila