Commonsense Reasoning

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Author: Erik T. Mueller
Publisher: Morgan Kaufmann
ISBN: 0128016477
Size: 80.82 MB
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Commonsense Reasoning by Erik T. Mueller


Original Title: Commonsense Reasoning

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. Drawing upon years of practical experience and using numerous examples and illustrative applications Erik Mueller shows you the keys to mastering commonsense reasoning. You’ll be able to: 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

Common Sense Reasoning And Rationality

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Author: Renée Elio
Publisher: Oxford University Press on Demand
ISBN: 9780195147674
Size: 17.15 MB
Format: PDF
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Common Sense Reasoning And Rationality by Renée Elio


Original Title: Common Sense Reasoning And Rationality

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.

Machine Learning Methods For Commonsense Reasoning Processes Interactive Models

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Author: Naidenova, Xenia
Publisher: IGI Global
ISBN: 1605668117
Size: 66.46 MB
Format: PDF, ePub, Mobi
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Machine Learning Methods For Commonsense Reasoning Processes Interactive Models by Naidenova, Xenia


Original Title: Machine Learning Methods For Commonsense Reasoning Processes Interactive Models

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.

Diagnostic Test Approaches To Machine Learning And Commonsense Reasoning Systems

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Author: Naidenova, Xenia
Publisher: IGI Global
ISBN: 1466619015
Size: 71.54 MB
Format: PDF, ePub, Docs
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Diagnostic Test Approaches To Machine Learning And Commonsense Reasoning Systems by Naidenova, Xenia


Original Title: Diagnostic Test Approaches To Machine Learning And Commonsense Reasoning Systems

The consideration of symbolic machine learning algorithms as an entire class will make it possible, in the future, to generate algorithms, with the aid of some parameters, depending on the initial users' requirements and the quality of solving targeted problems in domain applications. Diagnostic Test Approaches to Machine Learning and Commonsense Reasoning Systems surveys, analyzes, and compares the most effective algorithms for mining all kinds of logical rules. Global academics and professionals in related fields have come together to create this unique knowledge-sharing resources which will serve as a forum for future collaborations.

Reasoning Processes In Humans And Computers

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Author: Morton Wagman
Publisher: Greenwood Publishing Group
ISBN: 9780275975258
Size: 36.85 MB
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Reasoning Processes In Humans And Computers by Morton Wagman


Original Title: Reasoning Processes In Humans And Computers

This volume presents a critical analysis of current theory and research in psychological and computational sciences addressing reasoning processes. Distinguished from narrowly technical books on the one hand, and from general philosophical books on the other, this work gives a broad, structured, detailed, and critical account of advancing intellectual developments in theories on the nature of reasoning. The author concludes that artificial intelligence reasoning systems are deepening and broadening theories of human reasoning.

Nonmonotonic Reasoning

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Author: Dritan Berzati
Publisher: Nova Publishers
ISBN: 9781594545627
Size: 27.69 MB
Format: PDF, ePub, Mobi
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Nonmonotonic Reasoning by Dritan Berzati


Original Title: Nonmonotonic Reasoning

The capability to reason in a world full of uncertainties, vagueness and ignorance is what distinguishes humans. This ability to argument in a partially known world is the informal definition of common-sense reasoning. The question how common-sense reasoning is performed occupied humanity since we can think of. Last century this issue reached an immense importance. Especially during the last three decades the study of common-sense reasoning became one of the major research topics in Artificial Intelligence (AI). Several formalisms to capture the mechanism of common-sense reasoning have been proposed so far. This book concentrates on presenting the most important formalisms for common-sense reasoning, and, showing that one of the discussed formalisms serves perfectly to capture the mechanism of common-sense reasoning, since this formalism subsumes all other in this book introduced formalisms dealing with common-sense reasoning.

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