Handbook of Knowledge Representation

Handbook of Knowledge Representation

Einband:
Fester Einband
EAN:
9780444522115
Untertitel:
Englisch
Genre:
Informatik
Autor:
PORTER BRUCE LIFSCHITZ VLADIMIR
Herausgeber:
Elsevier Science
Anzahl Seiten:
1005
Erscheinungsdatum:
2008
ISBN:
978-0-444-52211-5

Knowledge Representation, which lies at the core of Artificial Intelligence, is concerned with encoding knowledge on computers to enable systems to reason automatically. This book reviews twenty-five key topics in knowledge representation. It is useful for students, researchers and practitioners in various areas of Artificial Intelligence.

Inhalt
Part I: General Methods in Knowledge Representation and Reasoning 1. Knowledge Representation and Classical Logic 2. Satisfiability Solvers 3. Description Logics 4. Constraint Programming 5. Conceptual Graphs 6. Nonmonotonic Reasoning 7. Answer Sets 8. Belief Revision 9. Qualitative Modeling 10. Model-Based Problem Solving 11. Bayesian Networks Part II: Classes of Knowledge and Specialized Representations 12. Temporal Representation and Reasoning 13. Spatial Reasoning 14. Physical Reasoning 15. Reasoning about Knowledge and Belief 16. Situation Calculus 17. Event Calculus 18. Temporal Action Logics 19. Nonmonotonic Causal Logic Part III: Knowledge Representation in Applications 20. Knowledge Representation and Question Answering 21. The Semantic Web: Webizing Knowledge Representation 22. Automated Planning 23. Cognitive Robotics 24. Multi-Agent Systems 25. Knowledge Engineering


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