Knowledge Representation: Logical, Philosophical, and Computational Foundations
John Sowa integrates logic, philosophy, linguistics, and computer science into this study of knowledge and its various models and implementations. His definitive new book shows how techniques of artificial intelligence, database design, and object-oriented programming help make knowledge explicit in a form that computer systems can use. The first three chapters are devoted to logic, ontology, and computable models of reality. Remaining chapters apply theories to the analysis of problems stated in ordinary language, and their translation to computable form. The text is self-contained, with each new idea defined when first mentioned; all formalism is developed in the body of the text or summarized in an appendix. Knowledge Representation is appropriate for advanced undergraduate and graduate students in computer science, as well as philosophy and linguistics students with some background in artificial intelligence or programming.
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Review: Knowledge Representation: Logical, Philosophical, and Computational FoundationsUser Review - Goodreads
Great overview of just what it says. This really puts ontology modeling, the semantic web, and reasoning technologies (eg AI) in context. Highly recommended but not for the non-geek or faint of heart. The prepositional logic appendix has a concise overview for review or picking up the syntax. Read full review