Literature DB >> 14738770

Category coherence and category-based property induction.

Bob Rehder1, Reid Hastie.   

Abstract

One important property of human object categories is that they define the sets of exemplars to which newly observed properties are generalized. We manipulated the causal knowledge associated with novel categories and assessed the resulting strength of property inductions. We found that the theoretical coherence afforded to a category by inter-feature causal relationships strengthened inductive projections. However, this effect depended on the degree to which the exemplar with the to-be-projected predicate manifested or satisfied its category's causal laws. That is, the coherence that supports inductive generalizations is a property of individual category members rather than categories. Moreover, we found that an exemplar's coherence was mediated by its degree of category membership. These results were obtained across a variety of causal network topologies and kinds of categories, including biological kinds, non-living natural kinds, and artifacts.

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Year:  2004        PMID: 14738770     DOI: 10.1016/s0010-0277(03)00167-7

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


  11 in total

Review 1.  A knowledge-resonance (KRES) model of category learning.

Authors:  Bob Rehder; Gregory L Murphy
Journal:  Psychon Bull Rev       Date:  2003-12

Review 2.  Explanation and understanding.

Authors:  Frank C Keil
Journal:  Annu Rev Psychol       Date:  2006       Impact factor: 24.137

3.  When similarity and causality compete in category-based property generalization.

Authors:  Bob Rehder
Journal:  Mem Cognit       Date:  2006-01

4.  The role of category coherence in experience-based prediction.

Authors:  Andrea L Patalano; Brian H Ross
Journal:  Psychon Bull Rev       Date:  2007-08

5.  Feature-feature causal relations and statistical co-occurrences in object concepts.

Authors:  Chris McNorgan; Rachel A Kotack; Deborah C Meehan; Ken McRae
Journal:  Mem Cognit       Date:  2007-04

6.  The influence of category coherence on inference about cross-classified entities.

Authors:  Andrea L Patalano; Steven M Wengrovitz; Kirsten M Sharpes
Journal:  Mem Cognit       Date:  2009-01

7.  Classification as diagnostic reasoning.

Authors:  Bob Rehder; Shinwoo Kim
Journal:  Mem Cognit       Date:  2009-09

8.  What matters in scientific explanations: effects of elaboration and content.

Authors:  Benjamin M Rottman; Frank C Keil
Journal:  Cognition       Date:  2011-09-15

9.  The tight coupling between category and causal learning.

Authors:  Michael R Waldmann; Björn Meder; Momme von Sydow; York Hagmayer
Journal:  Cogn Process       Date:  2009-06-27

10.  Improving causality induction with category learning.

Authors:  Yi Guo; Zhihong Wang; Zhiqing Shao
Journal:  ScientificWorldJournal       Date:  2014-04-30
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