Literature DB >> 21169582

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

Ben R Newell1, Helen Paton, Brett K Hayes, Oren Griffiths.   

Abstract

When people are uncertain about the category membership of an item (e.g., Is it a dog or a dingo?), research shows that they tend to rely only on the dominant or most likely category when making inductions (e.g., How likely is it to befriend me?). An exception has been reported using speeded induction judgments where participants appeared to use information from multiple categories to make inductions (Verde, Murphy, & Ross, 2005). In two speeded induction studies, we found that participants tended to rely on the frequency with which features co-occurred when making feature predictions, independently of category membership. This pattern held whether categories were considered implicitly (Experiment 1) or explicitly (Experiment 2) prior to feature induction. The results converge with other recent work suggesting that people often rely on feature conjunction information, rather than category boundaries, when making inductions under uncertainty.

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Mesh:

Year:  2010        PMID: 21169582     DOI: 10.3758/PBR.17.6.869

Source DB:  PubMed          Journal:  Psychon Bull Rev        ISSN: 1069-9384


  7 in total

1.  The two faces of typicality in category-based induction.

Authors:  Gregory L Murphy; Brian H Ross
Journal:  Cognition       Date:  2005-03

2.  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

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.  An exemplar-based random walk model of speeded classification.

Authors:  R M Nosofsky; T J Palmeri
Journal:  Psychol Rev       Date:  1997-04       Impact factor: 8.934

5.  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

6.  Predictions from uncertain categorizations.

Authors:  G L Murphy; B H Ross
Journal:  Cogn Psychol       Date:  1994-10       Impact factor: 3.468

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

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

1.  Where to look first for an explanation of induction with uncertain categories.

Authors:  Oren Griffiths; Brett K Hayes; Ben R Newell; Christopher Papadopoulos
Journal:  Psychon Bull Rev       Date:  2011-12

2.  Noncategorical approaches to feature prediction with uncertain categories.

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

3.  Rich in vitamin C or just a convenient snack? Multiple-category reasoning with cross-classified foods.

Authors:  Brett K Hayes; Hendy Kurniawan; Ben R Newell
Journal:  Mem Cognit       Date:  2011-01

4.  Feature inference with uncertain categorization: Re-assessing Anderson's rational model.

Authors:  Elizaveta Konovalova; Gaël Le Mens
Journal:  Psychon Bull Rev       Date:  2018-10
  4 in total

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