Literature DB >> 2258687

Induction from a single instance: formation of a novel category.

J F Macario1, E F Shipley, D O Billman.   

Abstract

This study examines whether preschoolers can use information from a known category to induce a characteristic attribute of a novel, contrasting category based on a single instance. We showed 32 four-year-olds three instances of a Given Category and one instance of a Target Category. These objects could vary along two attribute dimensions, such as color and shape. All instances of the Given Category shared identical values of one attribute (e.g., all were blue), but could have different values of the other attribute (e.g., a circle, a square, and a triangle). The single instance of the Target Category was different from the Given on both attribute dimensions (e.g., a red diamond). Children gave yes/no judgements as to whether additional objects were instances of the Target Category. There were two possible sources of information about the relevance of an attribute to classification: explicit (labeling) and implicit (variation in the Given Category). There were four conditions such that each source of information was either available or not. Both types of information were effective in eliciting inductions of the relevant kind of attribute and the characteristic value of this attribute in the novel category (explicit: p = .0004; implicit: p = .031). This suggests that children use an inductive bias that the instances of two related but distinct categories tend to be alike in the same way.

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Year:  1990        PMID: 2258687     DOI: 10.1016/0022-0965(90)90038-a

Source DB:  PubMed          Journal:  J Exp Child Psychol        ISSN: 0022-0965


  4 in total

Review 1.  Properties of inductive reasoning.

Authors:  E Heit
Journal:  Psychon Bull Rev       Date:  2000-12

2.  Consistent contrast aids concept learning.

Authors:  D Billman; D Dávila
Journal:  Mem Cognit       Date:  2001-10

Review 3.  The scope of formal explanation.

Authors:  Sandeep Prasada
Journal:  Psychon Bull Rev       Date:  2017-10

4.  Generic language and judgements about category membership: Can generics highlight properties as central?

Authors:  Michelle A Hollander; Susan A Gelman; Lakshmi Raman
Journal:  Lang Cogn Process       Date:  2009-05
  4 in total

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