Literature DB >> 10881561

Concept learning and feature interpretation.

T L Spalding1, B H Ross.   

Abstract

Models of categorization often assume that people classify new instances directly on the basis of the presented, observable features. Recent research, however, has suggested that the coherence of a category may depend in part on more abstract features that can link together observable features that might otherwise seem to have little similarity. Thus, category learning may also involve the determination of the appropriate abstract features that underlie a category and link together the observable features. We show in four experiments that observable features of a category member are often interpreted as congruent with abstract features that are suggested by observable features of other highly available category members. Our discussion focuses on the implications of these findings for future research.

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Mesh:

Year:  2000        PMID: 10881561     DOI: 10.3758/bf03198559

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


  11 in total

1.  What is learned in knowledge-related categories? Evidence from typicality and feature frequency judgments.

Authors:  T L Spalding; G L Murphy
Journal:  Mem Cognit       Date:  1999-09

Review 2.  The development of features in object concepts.

Authors:  P G Schyns; R L Goldstone; J P Thibaut
Journal:  Behav Brain Sci       Date:  1998-02       Impact factor: 12.579

3.  Forming impressions of personality.

Authors:  S E ASCH
Journal:  J Abnorm Psychol       Date:  1946-07

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Authors:  D L Medin; J G Bettger
Journal:  Psychon Bull Rev       Date:  1994-06

5.  On the genesis of abstract ideas.

Authors:  M I Posner; S W Keele
Journal:  J Exp Psychol       Date:  1968-07

6.  Prior knowledge and functionally relevant features in concept learning.

Authors:  E J Wisniewski
Journal:  J Exp Psychol Learn Mem Cogn       Date:  1995-03       Impact factor: 3.051

7.  The effects of information order and learning mode on schema abstraction.

Authors:  R Elio; J R Anderson
Journal:  Mem Cognit       Date:  1984-01

8.  Encoding effects of remindings.

Authors:  B H Ross; G L Bradshaw
Journal:  Mem Cognit       Date:  1994-09

9.  Comparison-based learning: effects of comparing instances during category learning.

Authors:  T L Spalding; B H Ross
Journal:  J Exp Psychol Learn Mem Cogn       Date:  1994-11       Impact factor: 3.051

10.  The role of theories in conceptual coherence.

Authors:  G L Murphy; D L Medin
Journal:  Psychol Rev       Date:  1985-07       Impact factor: 8.934

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  7 in total

1.  Natural concepts in a juvenile gorilla (gorilla gorilla gorilla) at three levels of abstraction.

Authors:  Jennifer Vonk; Suzanne E MacDonald
Journal:  J Exp Anal Behav       Date:  2002-11       Impact factor: 2.468

2.  Recent exposure affects artifact naming.

Authors:  Steven A Sloman; Marianne C Harrison; Barbara C Malt
Journal:  Mem Cognit       Date:  2002-07

3.  Collaboration facilitates abstract category learning.

Authors:  J Elizabeth Richey; Timothy J Nokes-Malach; Kara Cohen
Journal:  Mem Cognit       Date:  2018-07

4.  Natural category discrimination in chimpanzees (Pan troglodytes) at three levels of abstraction.

Authors:  Jennifer Vonk; Stephanie E Jett; Kelly W Mosteller; Moriah Galvan
Journal:  Learn Behav       Date:  2013-09       Impact factor: 1.986

5.  Matching based on biological categories in Orangutans (Pongo abelii) and a Gorilla (Gorilla gorilla gorilla).

Authors:  Jennifer Vonk
Journal:  PeerJ       Date:  2013-09-10       Impact factor: 2.984

6.  Different influences on lexical priming for integrative, thematic, and taxonomic relations.

Authors:  Lara L Jones; Sabrina Golonka
Journal:  Front Hum Neurosci       Date:  2012-07-11       Impact factor: 3.169

7.  Two perils of binary categorization: why the study of concepts can't afford true/false testing.

Authors:  Greg Jensen; Drew Altschul
Journal:  Front Psychol       Date:  2015-02-18
  7 in total

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