Commonsense Reasoning

Author : Erik T. Mueller
Publisher : Elsevier
ISBN 13 : 0080476619
Total Pages : 431 pages
Book Rating : 4.12/5 ( download)

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Download or read book Commonsense Reasoning written by Erik T. Mueller and published by Elsevier. This book was released on 2010-07-26 with total page 431 pages. Available in PDF, EPUB and Kindle. Book excerpt: To endow computers with common sense is one of the major long-term goals of Artificial Intelligence research. One approach to this problem is to formalize commonsense reasoning using mathematical logic. Commonsense Reasoning is a detailed, high-level reference on logic-based commonsense reasoning. It uses the event calculus, a highly powerful and usable tool for commonsense reasoning, which Erik T. Mueller demonstrates as the most effective tool for the broadest range of applications. He provides an up-to-date work promoting the use of the event calculus for commonsense reasoning, and bringing into one place information scattered across many books and papers. Mueller shares the knowledge gained in using the event calculus and extends the literature with detailed event calculus solutions to problems that span many areas of the commonsense world. Covers key areas of commonsense reasoning including action, change, defaults, space, and mental states. The first full book on commonsense reasoning to use the event calculus. Contextualizes the event calculus within the framework of commonsense reasoning, introducing the event calculus as the best method overall. Focuses on how to use the event calculus formalism to perform commonsense reasoning, while existing papers and books examine the formalisms themselves. Includes fully worked out proofs and circumscriptions for every example.

Author : Renée Elio
Publisher : Oxford University Press, USA
ISBN 13 : 0195147669
Total Pages : 289 pages
Book Rating : 4.67/5 ( download)

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Download or read book Common Sense, Reasoning, & Rationality written by Renée Elio and published by Oxford University Press, USA. This book was released on 2002 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: While common sense and rationality have often been viewed as two distinct features in a unified cognitive map, this volume engages with this notion and comes up with novel and often paradoxical views of this relationship.

Author : Ernest Davis
Publisher : Morgan Kaufmann
ISBN 13 : 148322113X
Total Pages : 540 pages
Book Rating : 4.37/5 ( download)

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Download or read book Representations of Commonsense Knowledge written by Ernest Davis and published by Morgan Kaufmann. This book was released on 2014-07-10 with total page 540 pages. Available in PDF, EPUB and Kindle. Book excerpt: Representations of Commonsense Knowledge provides a rich language for expressing commonsense knowledge and inference techniques for carrying out commonsense knowledge. This book provides a survey of the research on commonsense knowledge. Organized into 10 chapters, this book begins with an overview of the basic ideas on artificial intelligence commonsense reasoning. This text then examines the structure of logic, which is roughly analogous to that of a programming language. Other chapters describe how rules of universal validity can be applied to facts known with absolute certainty to deduce other facts known with absolute certainty. This book discusses as well some prominent issues in plausible inference. The final chapter deals with commonsense knowledge about the interrelations and interactions among agents and discusses some issues in human and social interactions that have been studied in the artificial intelligence literature. This book is a valuable resource for students on a graduate course on knowledge representation.

Author : Erik T. Mueller
Publisher : Morgan Kaufmann
ISBN 13 : 0128016477
Total Pages : 517 pages
Book Rating : 4.73/5 ( download)

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Download or read book Commonsense Reasoning written by Erik T. Mueller and published by Morgan Kaufmann. This book was released on 2014-11-11 with total page 517 pages. Available in PDF, EPUB and Kindle. Book excerpt: To endow computers with common sense is one of the major long-term goals of artificial intelligence research. One approach to this problem is to formalize commonsense reasoning using mathematical logic. Commonsense Reasoning: An Event Calculus Based Approach is a detailed, high-level reference on logic-based commonsense reasoning. It uses the event calculus, a highly powerful and usable tool for commonsense reasoning, which Erik Mueller demonstrates as the most effective tool for the broadest range of applications. He provides an up-to-date work promoting the use of the event calculus for commonsense reasoning, and bringing into one place information scattered across many books and papers. Mueller shares the knowledge gained in using the event calculus and extends the literature with detailed event calculus solutions that span many areas of the commonsense world. The Second Edition features new chapters on commonsense reasoning using unstructured information including the Watson system, commonsense reasoning using answer set programming, and techniques for acquisition of commonsense knowledge including crowdsourcing. Understand techniques for automated commonsense reasoning Incorporate commonsense reasoning into software solutions Acquire a broad understanding of the field of commonsense reasoning Gain comprehensive knowledge of the human capacity for commonsense reasoning

Author : Naidenova, Xenia
Publisher : IGI Global
ISBN 13 : 1605668117
Total Pages : 424 pages
Book Rating : 4.16/5 ( download)

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Download or read book Machine Learning Methods for Commonsense Reasoning Processes: Interactive Models written by Naidenova, Xenia and published by IGI Global. This book was released on 2009-10-31 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book suggests that classification is a key to human commonsense reasoning and transforms traditional considerations of data and knowledge communications, presenting an effective classification of logical rules used in the modeling of commonsense reasoning.

Author : Mircea Gh. Negoita
Publisher : Springer Science & Business Media
ISBN 13 : 3540232052
Total Pages : 962 pages
Book Rating : 4.56/5 ( download)

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Download or read book Knowledge-Based Intelligent Information and Engineering Systems written by Mircea Gh. Negoita and published by Springer Science & Business Media. This book was released on 2004-09-20 with total page 962 pages. Available in PDF, EPUB and Kindle. Book excerpt: The three-volume set LNAI 3213, LNAI 3214, and LNAI 3215 constitutes the refereed proceedings of the 8th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2004, held in Wellington, New Zealand in September 2004. The over 450 papers presented were carefully reviewed and selected from numerous submissions. The papers present a wealth of original research results from the field of intelligent information processing in the broadest sense; among the areas covered are artificial intelligence, computational intelligence, cognitive technologies, soft computing, data mining, knowledge processing, various new paradigms in biologically inspired computing, and applications in various domains like bioinformatics, finance, signal processing etc.

Author : Renée Elio
Publisher : Oxford University Press, USA
ISBN 13 : 0195147677
Total Pages : 294 pages
Book Rating : 4.74/5 ( download)

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Download or read book Common Sense, Reasoning, & Rationality written by Renée Elio and published by Oxford University Press, USA. This book was released on 2002 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: While common sense and rationality often have been viewed as two distinct features in a unitifed cognitive map, this this volume offers novel, even paradoxical views of the relationship. Touching on various disciplines, it considers what constitutes human rationality, behavior, and intelligence.

Author : L. Viennot
Publisher : Springer Science & Business Media
ISBN 13 : 0306476363
Total Pages : 229 pages
Book Rating : 4.65/5 ( download)

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Download or read book Reasoning in Physics written by L. Viennot and published by Springer Science & Business Media. This book was released on 2007-05-08 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: For a meaningful understanding of physics, it is necessary to realise that this corpus of knowledge operates in a register different from natural thought. This book aims at situating the main trends of common reasoning in physics with respect to some essential aspects of accepted theory. It analyses a great many research results based on studies of pupils and students at various academic levels, involving a range of physical situations. It shows the impressive generality of the trends of common thought, as well as their resistance to teaching. The book's main focus is to underline to what extent natural thought is organised. As a result of this mapping out of trends of reasoning, some suggestions for teaching are presented; these have already influenced recent curricula in France. This book is intended for teachers and teacher trainers principally, but students can also benefit from it to improve their understanding of physics and of their own ways of reasoning.

Author : Ron Sun
Publisher : Wiley-Interscience
ISBN 13 :
Total Pages : 304 pages
Book Rating : 4.30/5 ( download)

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Download or read book Integrating Rules and Connectionism for Robust Commonsense Reasoning written by Ron Sun and published by Wiley-Interscience. This book was released on 1994-02-21 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Along with this framework, the book proposes a set of interrelated new ideas regarding the modeling of commonsense reasoning which are highly relevant to current research in AI and cognitive science and the ongoing methodological debate.

Author : Franck Cassez
Publisher : Springer
ISBN 13 : 3319119362
Total Pages : 430 pages
Book Rating : 4.66/5 ( download)

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Download or read book Automated Technology for Verification and Analysis written by Franck Cassez and published by Springer. This book was released on 2014-10-24 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 12th International Symposium on Automated Technology for Verification and Analysis, ATVA 2014, held in Sydney, Australia, in November 2014. The 29 revised papers presented in this volume were carefully reviewed and selected from 76 submissions. They show current research on theoretical and practical aspects of automated analysis, verification and synthesis by providing an international forum for interaction among the researchers in academia and industry.