Literature DB >> 21538180

On domain differences in categorization and context variety.

Steven Verheyen1, Daniel Heussen, Gert Storms.   

Abstract

Membership in many natural categories is considered all-or-none, while membership in most artifact categories is found to be graded. We introduce an alternative for the prevailing view that this domain difference in categorization results from representational differences. The context variety account posits that an item's gradedness reflects the variety of contexts it appears in. Items that feature in a variety of contexts are assumed to be more likely to elicit a graded categorization response, since the suggested target category only provides one of many solutions to the question of the item's identity. We review earlier work that suggested a domain difference in context variety, with artifactual items appearing in a greater variety of contexts than natural ones. The context variety domain difference is established in two separate experiments but is shown not to explain the domain difference in categorization. A selection of artifactual and natural items, for which the domain difference in context variety is reversed, is presented for categorization in a third experiment. This selection, too, fails to provide evidence for the context variety account of categorization differences. The domain difference in categorization is shown to be robust against this manipulation. Context variety appears to have no bearing on categorization, so the context variety account is not a sustainable alternative to accounts that posit representational differences between natural and artifact categories.

Entities:  

Mesh:

Year:  2011        PMID: 21538180     DOI: 10.3758/s13421-011-0102-3

Source DB:  PubMed          Journal:  Mem Cognit        ISSN: 0090-502X


  23 in total

1.  Domain differences in the structure of artifactual and natural categories.

Authors:  Zachary Estes
Journal:  Mem Cognit       Date:  2003-03

2.  Linear separability in superordinate natural language concepts.

Authors:  Wim Ruts; Gert Storms; James Hampton
Journal:  Mem Cognit       Date:  2004-01

3.  Confidence and gradedness in semantic categorization: definitely somewhat artifactual, maybe absolutely natural.

Authors:  Zachary Estes
Journal:  Psychon Bull Rev       Date:  2004-12

4.  Conversation and convention: enduring influences on name choice for common objects.

Authors:  Barbara C Malt; Steven A Sloman
Journal:  Mem Cognit       Date:  2004-12

5.  Effects of classification context on categorization in natural categories.

Authors:  James A Hampton; Danièle Dubois; Wenchi Yeh
Journal:  Mem Cognit       Date:  2006-10

6.  Exemplar by feature applicability matrices and other Dutch normative data for semantic concepts.

Authors:  Simon De Deyne; Steven Verheyen; Eef Ameel; Wolf Vanpaemel; Matthew J Dry; Wouter Voorspoels; Gert Storms
Journal:  Behav Res Methods       Date:  2008-11

7.  Typicality, graded membership, and vagueness.

Authors:  James A Hampton
Journal:  Cogn Sci       Date:  2007-05-06

8.  Essentialism and graded membership in animal and artifact categories.

Authors:  C W Kalish
Journal:  Mem Cognit       Date:  1995-05

9.  Semantic diversity accounts for the "missing" word frequency effect in stroke aphasia: insights using a novel method to quantify contextual variability in meaning.

Authors:  Paul Hoffman; Timothy T Rogers; Matthew A Lambon Ralph
Journal:  J Cogn Neurosci       Date:  2011-01-21       Impact factor: 3.225

10.  Five-year-olds' beliefs about the discreteness of category boundaries for animals and artifacts.

Authors:  Marjorie Rhodes; Susan A Gelman
Journal:  Psychon Bull Rev       Date:  2009-10
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