Literature DB >> 7924201

The role of similarity in categorization: providing a groundwork.

R L Goldstone1.   

Abstract

The relation between similarity and categorization has recently come under scrutiny from several sectors. The issue provides an important inroad to questions about the contributions of high-level thought and lower-level perception in the development of people's concepts. Many psychological models base categorization on similarity, assuming that things belong in the same category because of their similarity. Empirical and in-principle arguments have recently raised objections to this connection, on the grounds that similarity is too unconstrained to provide an explanation of categorization, and similarity is not sufficiently sophisticated to ground most categories. Although these objections have merit, a reassessment of evidence indicates that similarity can be sufficiently constrained and sophisticated to provide at least a partial account of many categories. Principles are discussed for incorporating similarity into theories of category formation.

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Year:  1994        PMID: 7924201     DOI: 10.1016/0010-0277(94)90065-5

Source DB:  PubMed          Journal:  Cognition        ISSN: 0010-0277


  49 in total

1.  Exemplar-based accounts of "multiple-system" phenomena in perceptual categorization.

Authors:  R M Nosofsky; M K Johansen
Journal:  Psychon Bull Rev       Date:  2000-09

2.  The categorical perception of colors and facial expressions: the effect of verbal interference.

Authors:  D Roberson; J Davidoff
Journal:  Mem Cognit       Date:  2000-09

3.  Category variability, exemplar similarity, and perceptual classification.

Authors:  A L Cohen; R M Nosofsky; S R Zaki
Journal:  Mem Cognit       Date:  2001-12

4.  Extending the ALCOVE model of category learning to featural stimulus domains.

Authors:  Michael D Lee; Daniel J Navarro
Journal:  Psychon Bull Rev       Date:  2002-03

5.  Detecting changes between real-world objects using spatiochromatic filters.

Authors:  Gregory J Zelinsky
Journal:  Psychon Bull Rev       Date:  2003-09

6.  Alignable and nonalignable differences in causal explanations.

Authors:  Ann L McGill
Journal:  Mem Cognit       Date:  2002-04

7.  Abstraction and context in concept representation.

Authors:  James A Hampton
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2003-07-29       Impact factor: 6.237

8.  Categorizing natural objects: a comparison of the visual and the haptic modalities.

Authors:  Nina Gaissert; Christian Wallraven
Journal:  Exp Brain Res       Date:  2011-11-03       Impact factor: 1.972

9.  Effects of vision and haptics on categorizing common objects.

Authors:  Susan Haag
Journal:  Cogn Process       Date:  2010-08-19

Review 10.  Using multidimensional scaling to quantify similarity in visual search and beyond.

Authors:  Michael C Hout; Hayward J Godwin; Gemma Fitzsimmons; Arryn Robbins; Tamaryn Menneer; Stephen D Goldinger
Journal:  Atten Percept Psychophys       Date:  2016-01       Impact factor: 2.199

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