Commonsense Reasoning

Commonsense Reasoning

by Erik T. Mueller
     
 

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ISBN-10: 0123693888

ISBN-13: 9780123693884

Pub. Date: 01/19/2006

Publisher: Elsevier Science

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

Overview

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.

Product Details

ISBN-13:
9780123693884
Publisher:
Elsevier Science
Publication date:
01/19/2006
Pages:
432
Product dimensions:
8.08(w) x 9.40(h) x 1.14(d)

Table of Contents

Nonlogical Methods for Commonsense Reasoning; Logics for Commonsense Reasoning; Applications of the Event Calculus; Logical Foundations; The Event Calculus; The Effects of Events; The Triggering of Events; The Commonsense Law of Inertia; Indirect Effects of Events; Continuous Change; Concurrent Events; Nondeterministic Effects of Events; Space; The Mental States of Agents; Closing Remarks

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