Literature DB >> 12848222

Category use and category learning.

Arthur B Markman1, Brian H Ross.   

Abstract

Categorization models based on laboratory research focus on a narrower range of explanatory constructs than appears necessary for explaining the structure of natural categories. This mismatch is caused by the reliance on classification as the basis of laboratory studies. Category representations are formed in the process of interacting with category members. Thus, laboratory studies must explore a range of category uses. The authors review the effects of a variety of category uses on category learning. First, there is an extensive discussion contrasting classification with a predictive inference task that is formally equivalent to classification but leads to a very different pattern of learning. Then, research on the effects of problem solving, communication, and combining inference and classification is reviewed.

Mesh:

Year:  2003        PMID: 12848222     DOI: 10.1037/0033-2909.129.4.592

Source DB:  PubMed          Journal:  Psychol Bull        ISSN: 0033-2909            Impact factor:   17.737


  57 in total

1.  What is typical about the typicality effect in category-based induction?

Authors:  Jonathan R Rein; Micah B Goldwater; Arthur B Markman
Journal:  Mem Cognit       Date:  2010-04

2.  How does typicality of category members affect the deductive reasoning? An ERP study.

Authors:  Yi Lei; Fuhong Li; Changquan Long; Peng Li; Qingfei Chen; Yuanyuan Ni; Hong Li
Journal:  Exp Brain Res       Date:  2010-05-29       Impact factor: 1.972

3.  Category learning in the context of co-presented items.

Authors:  Janet K Andrews; Kenneth R Livingston; Kenneth J Kurtz
Journal:  Cogn Process       Date:  2010-11-14

4.  Influence of multiple categories on the prediction of unknown properties.

Authors:  Michael F Verde; Gregory L Murphy; Brian H Ross
Journal:  Mem Cognit       Date:  2005-04

5.  Learning categories by making predictions: an investigation of indirect category learning.

Authors:  John Paul Minda; Brian H Ross
Journal:  Mem Cognit       Date:  2004-12

6.  Category dimensionality and feature knowledge: when more features are learned as easily as fewer.

Authors:  Aaron B Hoffman; Gregory L Murphy
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2006-03       Impact factor: 3.051

7.  Within-category feature correlations and Bayesian adjustment strategies.

Authors:  L Elizabeth Crawford; Janellen Huttenlocher; Larry V Hedges
Journal:  Psychon Bull Rev       Date:  2006-04

8.  Formation of category representations.

Authors:  A J Wills; Malia Noury; Nicholas J Moberly; Matthew Newport
Journal:  Mem Cognit       Date:  2006-01

9.  Asymmetries in categorization, perceptual discrimination, and visual search for reference and nonreference exemplars.

Authors:  Olivier Corneille; Robert L Goldstone; Sarah Queller; Timothy Potter
Journal:  Mem Cognit       Date:  2006-04

10.  Subtyping as a knowledge preservation strategy in category learning.

Authors:  Lewis Borr; Gregory Murphy
Journal:  Mem Cognit       Date:  2007-04
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