Commonsense Reasoning

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Author: Erik T. Mueller
Publisher: Morgan Kaufmann
ISBN: 0128016477
Size: 77.58 MB
Format: PDF, Kindle
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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: 51.46 MB
Format: PDF, Docs
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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: 21.61 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: 35.78 MB
Format: PDF, 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.

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