Literature DB >> 26743059

Inductive generalization relies on category representations.

Shelbie L Sutherland1, Andrei Cimpian2.   

Abstract

The ability to take information learned about one object (e.g., a cat) and extend it to other objects (e.g., a tiger, a lion) makes human learning efficient and powerful. How are these inductive generalizations performed? Fisher, Godwin, and Matlen (2015) proposed a developmental mechanism that operates exclusively over the perceptual and semantic features of the objects involved (e.g., furry, carnivorous); this proposed mechanism does not use information concerning these objects' category memberships. In the present commentary, we argue that Fisher and colleagues' experiments cannot differentiate between their feature-based mechanism and its category-based competitors. More broadly, we suggest that any proposal that does not take into account the central role of category representations in children's mental lives is likely to mischaracterize the development of inductive generalization. The key question is not whether, but how, categories are involved in children's generalizations.

Entities:  

Keywords:  Categories; Cognitive development; Concepts; Induction

Mesh:

Year:  2017        PMID: 26743059     DOI: 10.3758/s13423-015-0951-z

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


  26 in total

1.  Quantified statements are recalled as generics: evidence from preschool children and adults.

Authors:  Sarah-Jane Leslie; Susan A Gelman
Journal:  Cogn Psychol       Date:  2012-01-04       Impact factor: 3.468

2.  Property content guides children's memory for social learning episodes.

Authors:  Anne E Riggs; Charles W Kalish; Martha W Alibali
Journal:  Cognition       Date:  2014-02-19

3.  When you've seen one, have you seen them all? Children's memory for general and specific learning episodes.

Authors:  Anne E Riggs; Charles W Kalish; Martha W Alibali
Journal:  Dev Psychol       Date:  2014-03-10

4.  The locus of knowledge effects in concept learning.

Authors:  G L Murphy; P D Allopenna
Journal:  J Exp Psychol Learn Mem Cogn       Date:  1994-07       Impact factor: 3.051

5.  Children's interpretation of generic noun phrases.

Authors:  Michelle A Hollander; Susan A Gelman; Jon Star
Journal:  Dev Psychol       Date:  2002-11

6.  Development of inductive generalization with familiar categories.

Authors:  Anna V Fisher; Karrie E Godwin; Bryan J Matlen
Journal:  Psychon Bull Rev       Date:  2015-10

7.  A developmental analysis of generic nouns in Southern Peruvian Quechua.

Authors:  Bruce Mannheim; Susan A Gelman; Carmen Escalante; Margarita Huayhua; Rosalía Puma
Journal:  Lang Learn Dev       Date:  2010-01-01

8.  Do early nouns refer to kinds or distinct shapes? Evidence from 10-month-old infants.

Authors:  Kathryn Dewar; Fei Xu
Journal:  Psychol Sci       Date:  2009-01-16

9.  Category markers or attributes: why do labels guide infants' inductive inferences?

Authors:  Jean Keates; Susan A Graham
Journal:  Psychol Sci       Date:  2008-12

Review 10.  Nonverbal generics: human infants interpret objects as symbols of object kinds.

Authors:  Gergely Csibra; Rubeena Shamsudheen
Journal:  Annu Rev Psychol       Date:  2014-09-12       Impact factor: 24.137

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  3 in total

1.  Dichotomous Perception of Animal Categories in Infancy.

Authors:  Hannah White; Rachel Jubran; Alyson Chroust; Alison Heck; Ramesh S Bhatt
Journal:  Vis cogn       Date:  2018-12-26

2.  FN400 amplitudes reveal the differentiation of semantic inferences within natural vs. artificial domains.

Authors:  Changquan Long; Mingming Zhang; Ruifang Cui; Jie Chen
Journal:  Sci Rep       Date:  2018-08-17       Impact factor: 4.379

3.  Ontological Constraints in Children's Inductive Inferences: Evidence From a Comparison of Inferences Within Animals and Vehicles.

Authors:  Andrzej Tarlowski
Journal:  Front Psychol       Date:  2018-04-30
  3 in total

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