Literature DB >> 10714139

The effects of category use on learned categories.

B H Ross1.   

Abstract

Frequently, people learn to classify instances of a concept and later learn additional information about the concept. What is the effect of this later learning on the original classification? In five experiments, this issue was investigated with a common classification paradigm in which symptom sets were classified into disease categories. After learning to classify these sets, the subjects learned to use the category to decide what treatment should be given for a symptom set. The symptoms that were important for the treatments were later classified by disease more accurately and were generated earlier from the disease name. However, this effect occurred only if the category representation was activated during the learning of the treatments. Thus, later learning about a particular use of the concept can sometimes affect the original classification.

Entities:  

Mesh:

Year:  2000        PMID: 10714139     DOI: 10.3758/bf03211576

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


  16 in total

1.  ALCOVE: an exemplar-based connectionist model of category learning.

Authors:  J K Kruschke
Journal:  Psychol Rev       Date:  1992-01       Impact factor: 8.934

2.  Induction and category coherence.

Authors:  M E Lassaline; G L Murphy
Journal:  Psychon Bull Rev       Date:  1996-03

3.  Category-based predictions: influence of uncertainty and feature associations.

Authors:  B H Ross; G L Murphy
Journal:  J Exp Psychol Learn Mem Cogn       Date:  1996-05       Impact factor: 3.051

4.  Unsupervised concept learning and value systematicity: a complex whole aids learning the parts.

Authors:  Dorrit Billman; James Knutson
Journal:  J Exp Psychol Learn Mem Cogn       Date:  1996-03       Impact factor: 3.051

5.  Effects of varying levels of expertise on the basic level of categorization.

Authors:  K E Johnson; C B Mervis
Journal:  J Exp Psychol Gen       Date:  1997-09

6.  Ideals, central tendency, and frequency of instantiation as determinants of graded structure in categories.

Authors:  L W Barsalou
Journal:  J Exp Psychol Learn Mem Cogn       Date:  1985-10       Impact factor: 3.051

7.  Categories and induction in young children.

Authors:  S A Gelman; E M Markman
Journal:  Cognition       Date:  1986-08

8.  Problem structure and the use of base-rate information from experience.

Authors:  D L Medin; S M Edelson
Journal:  J Exp Psychol Gen       Date:  1988-03

9.  Ad hoc categories.

Authors:  L W Barsalou
Journal:  Mem Cognit       Date:  1983-05

10.  Setters and samoyeds: the emergence of subordinate level categories as a basis for inductive inference in preschool-age children.

Authors:  S R Waxman; E B Lynch; K L Casey; L Baer
Journal:  Dev Psychol       Date:  1997-11
View more
  7 in total

1.  A further investigation of category learning by inference.

Authors:  Amy L Anderson; Brian H Ross; Seth Chin-Parker
Journal:  Mem Cognit       Date:  2002-01

2.  Learning abstract relations from using categories.

Authors:  Brian H Ross; Justin L Warren
Journal:  Mem Cognit       Date:  2002-07

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

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

4.  How goals affect the organization and use of domain knowledge.

Authors:  Benjamin D Jee; Jennifer Wiley
Journal:  Mem Cognit       Date:  2007-07

5.  Observation versus classification in supervised category learning.

Authors:  Kimery R Levering; Kenneth J Kurtz
Journal:  Mem Cognit       Date:  2015-02

6.  Alignment effects on learning multiple, use-relevant classification systems.

Authors:  Cynthia M Sifonis; Brian H Ross
Journal:  Mem Cognit       Date:  2002-10

7.  How doctors generate diagnostic hypotheses: a study of radiological diagnosis with functional magnetic resonance imaging.

Authors:  Marcio Melo; Daniel J Scarpin; Edson Amaro; Rodrigo B D Passos; João R Sato; Karl J Friston; Cathy J Price
Journal:  PLoS One       Date:  2011-12-14       Impact factor: 3.240

  7 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.