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Rationality In An Uncertain World : Essays In The Cognitive Science Of Human Understanding - Nick Chater

Rationality In An Uncertain World

Essays In The Cognitive Science Of Human Understanding

By: Nick Chater (Editor), Mike Oaksford (Editor)

Paperback Published: 1st May 1998
ISBN: 9780863775345
Number Of Pages: 350

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This book brings together an influential sequence of papers that argue for a radical re-conceptualisation of the psychology of inference, and of cognitive science more generally. The papers demonstrate that the thesis that logic provides the basis of human inference is central to much cognitive science, although the commitment to this view is often implicit. They then note that almost all human inference is uncertain, whereas logic is the calculus of certain inference. This mismatch means that logic is not the appropriate model for human thought.
Oaksford and Chater's argument draws on research in computer science, artificial intelligence and philosophy of science, in addition to experimental psychology. The authors propose that probability theory, the calculus of uncertain inference, provides a more appropriate model for human thought. They show how a probabilistic account can provide detailed explanations of experimental data on Wason's selection task, which many have viewed as providing a paradigmatic demonstration of human irrationality.
Oaksford and Chater show that people's behavior appears irrational only from a logical point of view, whereas it is entirely rational from a probabilistic perspective. The shift to a probabilistic framework for human inference has significant implications for the psychology of reasoning, cognitive science more generally, and for our picture of ourselves as rational agents.

problems with logicism
autonomy, implementation and cognitive architecture - a reply to Fodor and Pylyshyn
connectionism, classical cognitive science, and experimental psychology
against logicist cognitive science I - the core argument
against logicist cognitive science II - objections and replies
reasoning theories and bounded rationality
bounded rationlity in taking risks and drawing inferences
logicism and everyday reasoning - mental methods and mental logic
the falsity of folk theories - implications for psychology and philosophy. Part II: the probablistic approach
a rational analysis of the selection task I - optimal data selection
a rational analysis of the selection task II - abstract materials
a rational analysis of the selection task III - thematic materials
a rational analysis of the selection task IV - implications
rational explanation of the selection task
information gain explains relevance, which explains the selection
current developments and future directions
Table of Contents provided by Publisher. All Rights Reserved.

ISBN: 9780863775345
ISBN-10: 0863775349
Audience: Tertiary; University or College
Format: Paperback
Language: English
Number Of Pages: 350
Published: 1st May 1998
Country of Publication: GB
Dimensions (cm): 23.93 x 16.05  x 2.13
Weight (kg): 0.73
Edition Number: 1