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Integrating Rules and Connectionism for Robust Commonsense Reasoning
     

Integrating Rules and Connectionism for Robust Commonsense Reasoning

by Ron Sun
 

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

Overview

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.

Editorial Reviews

Booknews
Sun (computer science, U. of Alabama) surveys areas of rule-based reasoning, connectionist models, inheritance, causality, and similarity-based reasoning, and goes on to introduce a new framework and a novel connectionist architecture for modeling commonsense reasoning that synthesizes many of these areas. He also proposes a set of interrelated new ideas regarding the modeling of commonsense reasoning which are highly relevant to current research in AI and cognitive science. Annotation c. Book News, Inc., Portland, OR (booknews.com)

Product Details

ISBN-13:
9780471593249
Publisher:
Wiley
Publication date:
02/07/1994
Series:
Sixth Generation Computer Technologies Series , #8
Pages:
273
Product dimensions:
6.50(w) x 9.45(h) x 0.98(d)

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