Concepts and fuzzy logic:
Leading researchers examine the usefulness and limitations of fuzzy logic for the psychology of concepts. 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 classic...
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Weitere beteiligte Personen: | , |
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Format: | E-Book |
Sprache: | Englisch |
Veröffentlicht: |
Cambridge, Mass.
MIT Press
©2011
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Links: | https://doi.org/10.7551/mitpress/8842.001.0001?locatt=mode:legacy |
Zusammenfassung: | Leading researchers examine the usefulness and limitations of fuzzy logic for the psychology of concepts. 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. |
Umfang: | 1 Online-Ressource (ix, 274 Seiten) Illustrationen |
ISBN: | 0262298570 1283302802 9780262298575 9781283302807 |
Internformat
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520 | |a Leading researchers examine the usefulness and limitations of fuzzy logic for the psychology of concepts. 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. | ||
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spelling | Concepts and fuzzy logic edited by Radim Belohlavek and George J. Klir Cambridge, Mass. MIT Press ©2011 1 Online-Ressource (ix, 274 Seiten) Illustrationen txt c cr Leading researchers examine the usefulness and limitations of fuzzy logic for the psychology of concepts. 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. Bělohlávek, Radim Klir, George J. 1932- Erscheint auch als Druck-Ausgabe 0262016478 Erscheint auch als Druck-Ausgabe 9780262016476 |
spellingShingle | Concepts and fuzzy logic |
title | Concepts and fuzzy logic |
title_auth | Concepts and fuzzy logic |
title_exact_search | Concepts and fuzzy logic |
title_full | Concepts and fuzzy logic edited by Radim Belohlavek and George J. Klir |
title_fullStr | Concepts and fuzzy logic edited by Radim Belohlavek and George J. Klir |
title_full_unstemmed | Concepts and fuzzy logic edited by Radim Belohlavek and George J. Klir |
title_short | Concepts and fuzzy logic |
title_sort | concepts and fuzzy logic |
work_keys_str_mv | AT belohlavekradim conceptsandfuzzylogic AT klirgeorgej conceptsandfuzzylogic |