commonsense reasoning

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Commonsense Reasoning

Author : Erik T. Mueller
ISBN : 9780128016473
Genre : Computers
File Size : 81. 7 MB
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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

Author : Renée Elio
ISBN : 0195147677
Genre : Philosophy
File Size : 39. 52 MB
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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.

Integrating Rules And Connectionism For Robust Commonsense Reasoning

Author : Ron Sun
ISBN : UOM:39015032918230
Genre : Computers
File Size : 60. 1 MB
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Concerned with understanding and modeling commonsense reasoning with a combination of rules and similarities under a connectionist rubric. Examines the areas of reasoning, connectionist models, inheritance, causality, rule-based systems and similarity-based reasoning. Introduces a new structure, a novel connectionist architecture and a set of fresh ideas leading to new applications.

Machine Learning Methods For Commonsense Reasoning Processes Interactive Models

Author : Naidenova, Xenia
ISBN : 9781605668116
Genre : Computers
File Size : 48. 85 MB
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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

Author : Naidenova, Xenia
ISBN : 9781466619012
Genre : Computers
File Size : 64. 13 MB
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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.

Non Monotonic Reasoning

Author : Witold Łukaszewicz
ISBN : UOM:39015026938830
Genre : Philosophy
File Size : 72. 95 MB
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Semantic Typology And Commonsense Reasoning

Author :
ISBN : STANFORD:36105110859274
Genre :
File Size : 89. 70 MB
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Dispositional Logic And Commonsense Reasoning

Author : Lotfi Asker Zadeh
ISBN : STANFORD:36105020935016
Genre : Commonsense reasoning
File Size : 90. 27 MB
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On Commonsense Reasoning

Author : Mary-Anne Williams
ISBN : OCLC:615413840
Genre :
File Size : 40. 19 MB
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Reasoning Processes In Humans And Computers

Author : Morton Wagman
ISBN : 0275975258
Genre : Philosophy
File Size : 84. 37 MB
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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.

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