commonsense reasoning

Download Book Commonsense Reasoning in PDF format. You can Read Online Commonsense Reasoning here in PDF, EPUB, Mobi or Docx formats.

Commonsense Reasoning

Author : Erik T. Mueller
ISBN : 9780128016473
Genre : Computers
File Size : 84. 33 MB
Format : PDF, Docs
Download : 908
Read : 318

Get This Book


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

Commonsense Reasoning

Author : Erik T. Mueller
ISBN : 0080476619
Genre : Computers
File Size : 23. 12 MB
Format : PDF, ePub, Mobi
Download : 476
Read : 168

Get This Book


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.

Commonsense Reasoning

Author : Erik T. Mueller
ISBN : 0128014164
Genre : Computers
File Size : 72. 45 MB
Format : PDF, ePub
Download : 526
Read : 658

Get This Book


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 : 62. 95 MB
Format : PDF, ePub, Docs
Download : 200
Read : 1151

Get This Book


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 : 64. 3 MB
Format : PDF, ePub, Docs
Download : 446
Read : 217

Get This Book


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.

Non Monotonic Reasoning

Author : Witold Łukaszewicz
ISBN : UOM:39015026938830
Genre : Philosophy
File Size : 40. 50 MB
Format : PDF, ePub
Download : 450
Read : 574

Get This Book



Machine Learning Methods For Commonsense Reasoning Processes Interactive Models

Author : Naidenova, Xenia
ISBN : 9781605668116
Genre : Computers
File Size : 30. 81 MB
Format : PDF, Kindle
Download : 609
Read : 964

Get This Book


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.

Semantic Typology And Commonsense Reasoning

Author :
ISBN : STANFORD:36105110859274
Genre :
File Size : 41. 44 MB
Format : PDF, Kindle
Download : 527
Read : 733

Get This Book



Machine Learning Methods For Commonsense Reasoning Processes Interactive Models

Author : Naidenova, Xenia
ISBN : 9781605668116
Genre : Computers
File Size : 76. 86 MB
Format : PDF, ePub
Download : 421
Read : 1298

Get This Book


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 : 31. 74 MB
Format : PDF, ePub, Mobi
Download : 835
Read : 460

Get This Book


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.

Top Download:

Best Books