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Handbook of knowledge representation [[electronic resource] /] / edited by Bruce Porter, Vladimir Lifschitz and Frank van Harmelen
Handbook of knowledge representation [[electronic resource] /] / edited by Bruce Porter, Vladimir Lifschitz and Frank van Harmelen
Autore van Harmelen Frank
Edizione [1st ed.]
Pubbl/distr/stampa Amsterdam, : Elsevier, 2008
Descrizione fisica 1 online resource (1035 p.)
Disciplina 006.332
Altri autori (Persone) PorterBruce <1956->
LifschitzVladimir
Van HarmelenFrank
Collana Foundations of artificial intelligence
Soggetto topico Knowledge representation (Information theory)
Soggetto genere / forma Electronic books.
ISBN 1-281-14494-0
9786611144944
0-08-055702-3
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Front cover; Handbook of Knowledge Representation; Copyright page; Dedication; Preface; Editors; Contributors; Contents; Part I: General Methods in Knowledge Representation and Reasoning; Chapter 1. Knowledge Representation and Classical Logic; 1.1 Knowledge Representation and Classical Logic; 1.2 Syntax, Semantics and Natural Deduction; 1.3 Automated Theorem Proving; 1.4 Applications of Automated Theorem Provers; 1.5 Suitability of Logic for Knowledge Representation; Acknowledgements; Bibliography; Chapter 2. Satisfiability Solvers; 2.1 Definitions and Notation
2.2 SAT Solver Technology-Complete Methods2.3 SAT Solver Technology-Incomplete Methods; 2.4 Runtime Variance and Problem Structure; 2.5 Beyond SAT: Quantified Boolean Formulas and Model Counting; Bibliography; Chapter 3. Description Logics; 3.1 Introduction; 3.2 A Basic DL and its Extensions; 3.3 Relationships with other Formalisms; 3.4 Tableau Based Reasoning Techniques; 3.5 Complexity; 3.6 Other Reasoning Techniques; 3.7 DLs in Ontology Language Applications; 3.8 Further Reading; Bibliography; Chapter 4. Constraint Programming; 4.1 Introduction; 4.2 Constraint Propagation; 4.3 Search
4.4 Tractability4.5 Modeling; 4.6 Soft Constraints and Optimization; 4.7 Constraint Logic Programming; 4.8 Beyond Finite Domains; 4.9 Distributed Constraint Programming; 4.10 Application Areas; 4.11 Conclusions; Bibliography; Chapter 5. Conceptual Graphs; 5.1 From Existential Graphs to Conceptual Graphs; 5.2 Common Logic; 5.3 Reasoning with Graphs; 5.4 Propositions, Situations, and Metalanguage; 5.5 Research Extensions; Bibliography; Chapter 6. Nonmonotonic Reasoning; 6.1 Introduction; 6.2 Default Logic; 6.3 Autoepistemic Logic; 6.4 Circumscription; 6.5 Nonmonotonic Inference Relations
6.6 Further Issues and ConclusionAcknowledgements; Bibliography; Chapter 7. Answer Sets; 7.1 Introduction; 7.2 Syntax and Semantics of Answer Set Prolog; 7.3 Properties of Logic Programs; 7.4 A Simple Knowledge Base; 7.5 Reasoning in Dynamic Domains; 7.6 Extensions of Answer Set Prolog; 7.7 Conclusion; Acknowledgements; Bibliography; Chapter 8. Belief Revision; 8.1 Introduction; 8.2 Preliminaries; 8.3 The AGM Paradigm; 8.4 Belief Base Change; 8.5 Multiple Belief Change; 8.6 Iterated Revision; 8.7 Non-Prioritized Revision; 8.8 Belief Update; 8.9 Conclusion; Acknowledgements; Bibliography
Chapter 9. Qualitative Modeling9.1 Introduction; 9.2 Qualitative Mathematics; 9.3 Ontology; 9.4 Causality; 9.5 Compositional Modeling; 9.6 Qualitative States and Qualitative Simulation; 9.7 Qualitative Spatial Reasoning; 9.8 Qualitative Modeling Applications; 9.9 Frontiers and Resources; Bibliography; Chapter 10. Model-based Problem Solving; 10.1 Introduction; 10.2 Tasks; 10.3 Requirements on Modeling; 10.4 Diagnosis; 10.5 Test and Measurement Proposal, Diagnosability Analysis; 10.6 Remedy Proposal; 10.7 Other Tasks; 10.8 State and Challenges; Acknowledgements; Bibliography
Chapter 11. Bayesian Networks
Record Nr. UNINA-9910511777203321
van Harmelen Frank  
Amsterdam, : Elsevier, 2008
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Handbook of knowledge representation [[electronic resource] /] / edited by Bruce Porter, Vladimir Lifschitz and Frank van Harmelen
Handbook of knowledge representation [[electronic resource] /] / edited by Bruce Porter, Vladimir Lifschitz and Frank van Harmelen
Autore van Harmelen Frank
Edizione [1st ed.]
Pubbl/distr/stampa Amsterdam, : Elsevier, 2008
Descrizione fisica 1 online resource (1035 p.)
Disciplina 006.332
Altri autori (Persone) PorterBruce <1956->
LifschitzVladimir
Van HarmelenFrank
Collana Foundations of artificial intelligence
Soggetto topico Knowledge representation (Information theory)
ISBN 1-281-14494-0
9786611144944
0-08-055702-3
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Front cover; Handbook of Knowledge Representation; Copyright page; Dedication; Preface; Editors; Contributors; Contents; Part I: General Methods in Knowledge Representation and Reasoning; Chapter 1. Knowledge Representation and Classical Logic; 1.1 Knowledge Representation and Classical Logic; 1.2 Syntax, Semantics and Natural Deduction; 1.3 Automated Theorem Proving; 1.4 Applications of Automated Theorem Provers; 1.5 Suitability of Logic for Knowledge Representation; Acknowledgements; Bibliography; Chapter 2. Satisfiability Solvers; 2.1 Definitions and Notation
2.2 SAT Solver Technology-Complete Methods2.3 SAT Solver Technology-Incomplete Methods; 2.4 Runtime Variance and Problem Structure; 2.5 Beyond SAT: Quantified Boolean Formulas and Model Counting; Bibliography; Chapter 3. Description Logics; 3.1 Introduction; 3.2 A Basic DL and its Extensions; 3.3 Relationships with other Formalisms; 3.4 Tableau Based Reasoning Techniques; 3.5 Complexity; 3.6 Other Reasoning Techniques; 3.7 DLs in Ontology Language Applications; 3.8 Further Reading; Bibliography; Chapter 4. Constraint Programming; 4.1 Introduction; 4.2 Constraint Propagation; 4.3 Search
4.4 Tractability4.5 Modeling; 4.6 Soft Constraints and Optimization; 4.7 Constraint Logic Programming; 4.8 Beyond Finite Domains; 4.9 Distributed Constraint Programming; 4.10 Application Areas; 4.11 Conclusions; Bibliography; Chapter 5. Conceptual Graphs; 5.1 From Existential Graphs to Conceptual Graphs; 5.2 Common Logic; 5.3 Reasoning with Graphs; 5.4 Propositions, Situations, and Metalanguage; 5.5 Research Extensions; Bibliography; Chapter 6. Nonmonotonic Reasoning; 6.1 Introduction; 6.2 Default Logic; 6.3 Autoepistemic Logic; 6.4 Circumscription; 6.5 Nonmonotonic Inference Relations
6.6 Further Issues and ConclusionAcknowledgements; Bibliography; Chapter 7. Answer Sets; 7.1 Introduction; 7.2 Syntax and Semantics of Answer Set Prolog; 7.3 Properties of Logic Programs; 7.4 A Simple Knowledge Base; 7.5 Reasoning in Dynamic Domains; 7.6 Extensions of Answer Set Prolog; 7.7 Conclusion; Acknowledgements; Bibliography; Chapter 8. Belief Revision; 8.1 Introduction; 8.2 Preliminaries; 8.3 The AGM Paradigm; 8.4 Belief Base Change; 8.5 Multiple Belief Change; 8.6 Iterated Revision; 8.7 Non-Prioritized Revision; 8.8 Belief Update; 8.9 Conclusion; Acknowledgements; Bibliography
Chapter 9. Qualitative Modeling9.1 Introduction; 9.2 Qualitative Mathematics; 9.3 Ontology; 9.4 Causality; 9.5 Compositional Modeling; 9.6 Qualitative States and Qualitative Simulation; 9.7 Qualitative Spatial Reasoning; 9.8 Qualitative Modeling Applications; 9.9 Frontiers and Resources; Bibliography; Chapter 10. Model-based Problem Solving; 10.1 Introduction; 10.2 Tasks; 10.3 Requirements on Modeling; 10.4 Diagnosis; 10.5 Test and Measurement Proposal, Diagnosability Analysis; 10.6 Remedy Proposal; 10.7 Other Tasks; 10.8 State and Challenges; Acknowledgements; Bibliography
Chapter 11. Bayesian Networks
Record Nr. UNINA-9910784509403321
van Harmelen Frank  
Amsterdam, : Elsevier, 2008
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui