Formal approaches in categorization
Emmanuel M. Pothos and Andy J. Wills, editors.
Bok Engelsk 2011 · Electronic books.
| Medvirkende | |
|---|---|
| Utgitt | Cambridge : : Cambridge University Press, , 2011.
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| Omfang | 1 online resource (350 p.)
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| Opplysninger | Description based upon print version of record.. - Cover; Half-title; Title; Copyright; Contents; Figures; Tables; Contributors; 1 Introduction; 2 The generalized context model: an exemplar model of classification; 3 Prototype models of categorization: basic formulation, predictions, and limitations; 4 COVIS; 5 Semantics without categorization; 6 Models of attentional learning; 7 An elemental model of associative learning and memory; 8 Nonparametric Bayesian models of categorization; 9 The simplicity model of unsupervised categorization; 10 Adaptive clustering models of categorization. - 11 Cobweb models of categorization and probabilistic concept formation12 The knowledge and resonance (KRES) model of category learning; 13 The contribution (and drawbacks) of models to the study of concepts; 14 Formal models of categorization: insights from cognitive neuroscience; 15 Comments on models and categorization theories: the razor's edge; Index. - Brings together the prominent approaches to categorization, providing an evaluation of the state of the art of formal categorization research.
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| Emner | Abstraction.
Categorization (Psychology) kategorisering mentale representasjoner persepsjon hukommelse kognitiv psykologi oppmerksomhet læring |
| Sjanger | |
| Dewey | |
| ISBN | 9780521140720. - 9780521190480
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