Literature DB >> 12804690

The role of similarity in the development of categorization.

Vladimir M. Sloutsky1.   

Abstract

Early in development, humans exhibit the ability to form categories and overlook differences for the sake of generality. This ability poses several important questions: How does categorization arise? What processes underlie category formation? And how are categories mentally represented? We argue that the development of categorization is grounded in perceptual and attentional mechanisms capable of detecting multiple correspondences or similarities in the environment. We present evidence that: (a) similarity can drive categorization early in development; and (b) early in development, humans have powerful learning mechanisms that enable them to extract regularities in the environment. We conclude that, despite remaining challenges, the similarity-based approach offers a promising account of the development of categorization.

Entities:  

Year:  2003        PMID: 12804690     DOI: 10.1016/s1364-6613(03)00109-8

Source DB:  PubMed          Journal:  Trends Cogn Sci        ISSN: 1364-6613            Impact factor:   20.229


  29 in total

1.  Developmental changes in the understanding of generics.

Authors:  Susan A Gelman; Paul Bloom
Journal:  Cognition       Date:  2006-11-13

2.  Tracking mouse movement in feature inference: category labels are different from feature labels.

Authors:  Takashm Yamauchi; Nicholas Kohn; Na-Yung Yu
Journal:  Mem Cognit       Date:  2007-07

3.  Category labels versus feature labels: category labels polarize inferential predictions.

Authors:  Takashi Yamauchi; Na-Yung Yu
Journal:  Mem Cognit       Date:  2008-04

4.  Symbolic labeling in 5-month-old human infants.

Authors:  Claire Kabdebon; Ghislaine Dehaene-Lambertz
Journal:  Proc Natl Acad Sci U S A       Date:  2019-03-05       Impact factor: 11.205

5.  Prior experience with negative spectral correlations promotes information integration during auditory category learning.

Authors:  Mathias Scharinger; Molly J Henry; Jonas Obleser
Journal:  Mem Cognit       Date:  2013-07

6.  Effects of categorical labels on similarity judgments: a critical analysis of similarity-based approaches.

Authors:  Nicholaus S Noles; Susan A Gelman
Journal:  Dev Psychol       Date:  2011-11-07

7.  Early word-learning entails reference, not merely associations.

Authors:  Sandra R Waxman; Susan A Gelman
Journal:  Trends Cogn Sci       Date:  2009-05-15       Impact factor: 20.229

8.  Category learning from equivalence constraints.

Authors:  Rubi Hammer; Tomer Hertz; Shaul Hochstein; Daphna Weinshall
Journal:  Cogn Process       Date:  2008-12-03

Review 9.  Child categorization.

Authors:  Susan A Gelman; Meredith Meyer
Journal:  Wiley Interdiscip Rev Cogn Sci       Date:  2010-07-19

10.  Response to Sloutsky: taking development seriously: theories cannot emerge from associations alone.

Authors:  Susan A Gelman; Sandra R Waxman
Journal:  Trends Cogn Sci       Date:  2009-07-29       Impact factor: 20.229

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