Literature DB >> 15694645

The two faces of typicality in category-based induction.

Gregory L Murphy1, Brian H Ross.   

Abstract

Studies of category-based induction using different methods have found somewhat contradictory results for whether typical items are a stronger basis for induction. Typical category items are generally more similar to other category items than are atypical ones, and they are also more likely to be categorized into the category in question. We propose that the first aspect (representativeness) influences induction, but the second (uncertainty about the correct category) does not. Two experiments using artificial categories found support for this prediction. Two further experiments manipulated pictures of objects and also found that representativeness in the category influenced the strength of induction, but uncertainty of classification did not. Thus, the two aspects of typicality have different effects on category-based induction.

Mesh:

Year:  2005        PMID: 15694645     DOI: 10.1016/j.cognition.2004.01.009

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


  12 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.  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

4.  Noncategorical approaches to feature prediction with uncertain categories.

Authors:  Christopher Papadopoulos; Brett K Hayes; Ben R Newell
Journal:  Mem Cognit       Date:  2011-02

Review 5.  Categorization = decision making + generalization.

Authors:  Carol A Seger; Erik J Peterson
Journal:  Neurosci Biobehav Rev       Date:  2013-03-30       Impact factor: 8.989

6.  Category vs. Object Knowledge in Category-based Induction.

Authors:  Gregory L Murphy; Brian H Ross
Journal:  J Mem Lang       Date:  2010-07-01       Impact factor: 3.059

7.  Speeded induction under uncertainty: the influence of multiple categories and feature conjunctions.

Authors:  Ben R Newell; Helen Paton; Brett K Hayes; Oren Griffiths
Journal:  Psychon Bull Rev       Date:  2010-12

8.  Uncertainty in category-based induction: when do people integrate across categories?

Authors:  Gregory L Murphy; Brian H Ross
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2010-03       Impact factor: 3.051

9.  Induction with uncertain categories: When do people consider the category alternatives?

Authors:  Brett K Hayes; Ben R Newell
Journal:  Mem Cognit       Date:  2009-09

10.  Graded motor responses in the time course of categorizing atypical exemplars.

Authors:  Rick Dale; Caitlin Kehoe; Michael J Spivey
Journal:  Mem Cognit       Date:  2007-01
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