MIT CogNet, The Brain Sciences ConnectionFrom the MIT Press, Link to Online Catalog
SPARC Communities
Subscriber : Stanford University Libraries » LOG IN

space

Powered By Google 
Advanced Search

Selected Title Details  
Nov 2011
ISBN 0262016478
288 pp.
7 illus.
BUY THE BOOK
Concepts and Fuzzy Logic
Radim Belohlavek and George J. Klir

The classical view of concepts in psychology was challenged in the 1970s when experimental evidence showed that concept categories are graded and thus cannot be represented adequately by classical sets. The possibility of using fuzzy set theory and fuzzy logic for representing and dealing with concepts was recognized initially but then virtually abandoned in the early 1980s. In this volume, leading researchers-both psychologists working on concepts and mathematicians working on fuzzy logic-reassess the usefulness of fuzzy logic for the psychology of concepts.

The book begins with two tutorials-one on concepts and the other on fuzzy logic-aimed at making relevant experimental and theoretical issues accessible to researchers in both fields. The contributors then discuss the experiments that led to the rejection of the classical view of concepts; analyze the various arguments against the use of fuzzy logic in the psychology of concepts and show that they are fallacious; review methods based on sound measurement principles for constructing fuzzy sets; introduce formal concept analysis and its capabilities when generalized by using fuzzy logic; consider conceptual combinations; examine lexical concepts; and propose a research program based on cooperation between researchers in the psychology of concepts and fuzzy logic.

Table of Contents
 Preface
 Acknowledgments
1 Introduction
by Radim Belohlavek and George J. Klir
2 Concepts: A Tutorial
by Edouard Machery
3 Fuzzy Logic: A Tutorial
by Radim Belohlavek and George J. Klir
4 "Slow Lettuce": Categories, Concepts, Fuzzy Sets, and Logical Deduction
by Eleanor H. Rosch
5 Fallacious Perceptions of Fuzzy Logic in the Psychology of Concepts
by Radim Belohlavek and George J. Klir
6 Representing Concepts by Fuzzy Sets
by Jay Verkuilen, Rogier A. Kievit, and Annemarie Zand Scholten
7 Formal Concept Analysis: Classical and Fuzzy
by Radim Belohlavek
8 Conceptual Combinations and Fuzzy Logic
by James A. Hampton
9 Concepts and Natural Language
by James A. Hampton
10 Epilogue
by Radim Belohlavek and George J. Klir
 Glossary of Symbols
 Contributors
 Index
 
Options
Related Topics
Psychology, Cognitive Science


© 2010 The MIT Press
MIT Logo