Erik T. Mueller's Books

Commonsense Reasoning

An Event Calculus Based Approach

By: Erik T. Mueller

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Commonsense Reasoning

An Event Calculus Based Approach

By: Erik T. Mueller

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

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Page Count

517

Publisher

Morgan Kaufmann

Published Date

ISBN 10

0128016477

ISBN 13

9780128016473

Commonsense Reasoning

By: Erik T. Mueller

Write a review Read reviews Take a Quiz Solve Book Puzzle

Commonsense Reasoning

By: Erik T. Mueller

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.

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431

Publisher

Elsevier

Published Date

ISBN 10

0080476619

ISBN 13

9780080476612

Commonsense Reasoning: An Event Calculus Based Approach

By: Erik T. Mueller

Write a review Read reviews Take a Quiz Solve Book Puzzle

Commonsense Reasoning: An Event Calculus Based Approach

By: Erik T. Mueller

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. . Describes software tools that can be downloaded and used for automated commonsense reasoning, and real-world applications that have been built using the event calculus.

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Page Count

432

Publisher

Morgan Kaufmann Publishers

Published Date

ISBN 10

1493300695

ISBN 13

9781493300693

Book's by Erik T. Mueller

Commonsense Reasoning

Commonsense Reasoning

Commonsense Reasoning

Commonsense Reasoning

Commonsense Reasoning: An Event Calculus Based Approach

Commonsense Reasoning: An Event Calculus Based Approach

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