Abductive Inference Models for Diagnostic Problem-Solving

Peng Yun Reggia James A.

ISBN 10: 0387973435 / ISBN 13: 9780387973432

Published by Springer, 1990

About this Item

pp. 300.

Seller Inventory # 181454399

Bibliographic Details

• Title: Abductive Inference Models for Diagnostic Problem-Solving
• Publisher: Springer
• Publication Date: 1990
• Language: English
• ISBN 10: 0387973435
• ISBN 13: 9780387973432
• Binding: Hardcover
• Condition: Used

About this title

Synopsis

Making a diagnosis when something goes wrong with a natural or m- made system can be difficult. In many fields, such as medicine or electr- ics, a long training period and apprenticeship are required to become a skilled diagnostician. During this time a novice diagnostician is asked to assimilate a large amount of knowledge about the class of systems to be diagnosed. In contrast, the novice is not really taught how to reason with this knowledge in arriving at a conclusion or a diagnosis, except perhaps implicitly through ease examples. This would seem to indicate that many of the essential aspects of diagnostic reasoning are a type of intuiti- based, common sense reasoning. More precisely, diagnostic reasoning can be classified as a type of inf- ence known as abductive reasoning or abduction. Abduction is defined to be a process of generating a plausible explanation for a given set of obs- vations or facts. Although mentioned in Aristotle's work, the study of f- mal aspects of abduction did not really start until about a century ago.