Abduction, Reason and Science: Processes of Discovery and Explanation / Edition 1

Abduction, Reason and Science: Processes of Discovery and Explanation / Edition 1

by L. Magnani
ISBN-10:
0306465140
ISBN-13:
9780306465147
Pub. Date:
03/31/2001
Publisher:
Springer US

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Overview

Abduction, Reason and Science: Processes of Discovery and Explanation / Edition 1

More than a hundred years ago, the great American philosopher Charles Sanders Peirce coined the term 'abduction' to refer to inference that involves the generation and evaluation of explanatory hypotheses. The study of abductive inference was slow to develop, as logicians concentrated on deductive logic and on inductive logic based on formal calculi, such as probability theory. In recent decades, however, there has been renewed interest in abductive inference, from two primary sources. Philosophers of science have recognized the importance of abduction in the discovery and evaluation of scientific theories, and researchers in artificial intelligence have realized that abduction is a key part of medical diagnosis and other tasks that require finding explanations. Psychologists have been slow to adopt the terms 'abduction' and 'abductive inference', but have been showing increasing concerns with causal and explanatory reasoning. Thus abduction is now a key topic of research in cognitive science, the interdisciplinary study of mind and intelligence. This new book Abduction, Reason, and Science contributes to this research in several interesting ways. Firstly, it ties together the concerns of philosophers of science and AI researchers, showing for example the connections between scientific thinking and medical expert systems. Secondly, it lays out a useful general framework for discussion of a variety of kinds of abduction. Thirdly, it develops important ideas about aspects of abductive reasoning that have been relatively neglected in cognitive science, including the use of visual and temporal representations and the role of abduction in the withdrawal of hypotheses. The author has provided a valuable contribution to the renaissance of research on explanatory reasoning.

Product Details

ISBN-13: 9780306465147
Publisher: Springer US
Publication date: 03/31/2001
Edition description: 2001
Pages: 205
Product dimensions: 6.10(w) x 9.25(h) x 0.02(d)

Table of Contents

1. Hypothesis Generation. 2. Theoretical Abduction. 3. Manipulative abduction. 4. Diagnostic Reasoning. 5. Visual, Temporal Abduction. 6. Governing inconsistencies. 7. Hypothesis Withdrawal in Science. References. Author Index. Subject Index.

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