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Cover image for Inductive reasoning : experimental, developmental, and computational approaches
Title:
Inductive reasoning : experimental, developmental, and computational approaches
Publication Information:
Cambridge, UK : Cambridge University Press, 2007
Physical Description:
xix, 355 p. : ill. ; 24 cm.
ISBN:
9780521856485

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30000010192401 BF442 I53 2007 Open Access Book Book
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Summary

Summary

Without inductive reasoning, we couldn't generalize from one instance to another, derive scientific hypotheses, or predict that the sun will rise again tomorrow morning. Despite the widespread nature of inductive reasoning, books on this topic are rare. Indeed, this is the first book on the psychology of inductive reasoning in twenty years. The chapters survey recent advances in the study of inductive reasoning and address questions about how it develops, the role of knowledge in induction, how best to model people's reasoning, and how induction relates to other forms of thinking. Written by experts in philosophy, developmental science, cognitive psychology, and computational modeling, the contributions here will be of interest to a general cognitive science audience as well as to those with a more specialized interest in the study of thinking.


Table of Contents

Evan HeitBrett K. HayesDouglas L. Medin and Sandra WaxmanBob RehderPatrick Shafto and John D. Coley and Anna VitkinSergey Blok and Daniel Osherson and Douglas L. MedinJoshua B. Tenenbaum and Charles Kemp and Patrick ShaftoGregory L. Murphy and Brian H. RossPaul ThagardLance J. Rips and Jennifer AsmuthMike Oaksford and Ulrike HahnAidan FeeneySteven A. Sloman
List of Figuresp. vii
List of Tablesp. ix
List of Contributorsp. xi
Prefacep. xiii
1 What Is Induction and Why Study It?p. 1
2 The Development of Inductive Reasoningp. 25
3 Interpreting Asymmetries of Projection in Children's Inductive Reasoningp. 55
4 Property Generalization as Causal Reasoningp. 81
5 Availability in Category-Based Inductionp. 114
6 From Similarity to Chancep. 137
7 Theory-Based Bayesian Models of Inductive Reasoningp. 167
8 Use of Single or Multiple Categories in Category-Based Inductionp. 205
9 Abductive Inference: From Philosophical Analysis to Neural Mechanismsp. 226
10 Mathematical Induction and Induction in Mathematicsp. 248
11 Induction, Deduction, and Argument Strength in Human Reasoning and Argumentationp. 269
12 Individual Differences, Dual Processes, and Inductionp. 302
13 Taxonomizing Inductionp. 328
Indexp. 345
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