Handbook of temporal reasoning in artificial intelligence
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This collection represents the primary reference work for researchers and students in the area of Temporal Reasoning in Artificial Intelligence. Temporal reasoning has a vital role to play in many areas, particularly Artificial Intelligence. Yet, until now, there has been no single volume collecting together the breadth of work in this area. This collection brings together the leading researchers in a range of relevant areas and provides an coherent description of the breadth of activity concerning temporal reasoning in the filed of Artificial Intelligence. Key Features: - Broad range: foundations; techniques and applications - Leading researchers around the world have written the chapters - Covers many vital applications - Source book for Artificial Intelligence, temporal reasoning - Approaches provide foundation for many future software systems · Broad range: foundations; techniques and applications · Leading researchers around the world have written the chapters · Covers many vital applications · Source book for Artificial Intelligence, temporal reasoning · Approaches provide foundation for many future software systems Content: Front Matter Pages i-iii Copyright Page iv Preface Pages xi-xiv Contributors Pages xv-xviii Chapter 1 - Formal Theories of Time and Temporal Incidence Pages 1-24 Lluis Vila Chapter 2 - Eventualities Pages 25-58 Antony Galton Chapter 3 - Time Granularity Pages 59-118 Jérôme Euzenat, Angelo Montanari Chapter 4 - Modal Varieties of Temporal Logic Pages 119-165 Barringer Howard, Gabbay Dov Chapter 5 - Temporal Qualification in Artificial Intelligence Pages 167-194 Han Reichgelt, Lluis Vila Chapter 6 - Computational Complexity of Temporal Constraint Problems Pages 197-218 Thomas Drakengren, Peter Jonsson Chapter 7 - Indefinite Constraint Databases with Temporal Information: Representational Power and Computational Complexity Pages 219-245 Manolis Koubarakis Chapter 8 - Processing Qualitative Temporal Constraints Pages 247-276 Alfonso Gerevini Chapter 9 - Theorem-Proving for Discrete Temporal Logic Pages 279-313 Mark Reynolds, Clare Dixon Chapter 10 - Probabilistic Temporal Reasoning Pages 315-342 Steve Hanks, David Madigan Chapter 11 - Temporal Reasoning with iff-Abduction Pages 343-373 Marc Denecker, Kristof Van Belleghem Chapter 12 - Temporal Description Logics Pages 375-388 Artale Alessandro, Franconi Enrico Chapter 13 - Logic Programming and Reasoning about Actions Pages 389-426 Chitta Barai, Michael Gelfond Chapter 14 - Temporal Databases Pages 429-467 Jan Chomicki, David Toman Chapter 15 - Temporal Reasoning in Agent-Based Systems Pages 469-495 Michael Fisher, Michael Wooldridge Chapter 16 - Time in Planning Pages 497-536 Maria Fox, Derek Long Chapter 17 - Time in Automated Legal Reasoning Pages 537-557 Lluis Vila, Hajime Yoshino Chapter 18 - Temporal Reasoning in Natural Language Pages 559-585 Alice ter Meulen Chapter 19 - Temporal Reasoning in Medicine Pages 587-653 Elpida Keravnou, Yuval Shahar Chapter 20 - Time in Qualitative Simulation Pages 655-664 Dan Clancy, Benjamin Kuipers Bibliography Pages 665-722 Index Pages 723-731
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