Lakemeyer

Foundations of Knowledge Representation and Reasoning

Mitarbeit:Lakemeyer, Gerhard; Nebel, Bernhard

• Broschiertes Buch

Produktbeschreibung

This collection of thoroughly refereed papers presents state-of-the-art research results by well-known researchers on the foundations of knowledge representation and reasoning. In addition, there are two surveys, one by the volume editors intended as a guide to this book and another by Shoham and Cousins on mental attitudes.
In total, the volume provides a well-organized report on current research in knowledge representation, which is one of the central subfields of AI. Except the surveys, the papers grew out of a workshop on Theoretical Foundations of Knowledge Representation and Reasoning, held in conjunction with the 10th European Conference on Artificial Intelligence (ECAI-92) in Vienna in August 1992.

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Produktdetails

• Lecture Notes in Computer Science 810
• Verlag: Springer, Berlin
• 1994
• Seitenzahl: 372
• Erscheinungstermin: 28. Juni 1994
• Englisch
• Abmessung: 235mm x 155mm x 21mm
• Gewicht: 486g
• ISBN-13: 9783540581079
• ISBN-10: 3540581073
• Artikelnr.: 09240951

Inhaltsangabe

Foundations of knowledge representation and reasoning.- Collective entities and relations in concept languages.- Computing extensions of terminological default theories.- A formalization of interval-based temporal subsumption in first order logic.- Normative, subjunctive and autoepistemic defaults.- Abductive reasoning with abstraction axioms.- Queries, rules and definitions as epistemic sentences in concept languages.- The power of beliefs or translating default logic into standard autoepistemic logic.- Learning an optimally accurate representation system.- Default reasoning via negation as failure.- Weak autoepistemic reasoning and well-founded semantics.- Forming concepts for fast inference.- A common-sense theory of time.- Reasoning with analogical representations.- Asking about possibilities - Revision and update semantics for subjunctive queries Extended report.- On the impact of stratification on the complexity of nonmonotonic reasoning.- Logics of mental attitudes in AI.- Hyperrational conditionals.- Revision by expansion in logic programs.