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作为类别学习中知识保存策略的子类型划分

Subtyping as a knowledge preservation strategy in category learning.

作者信息

Borr Lewis, Murphy Gregory

机构信息

New York University, New York, New York, USA.

出版信息

Mem Cognit. 2007 Apr;35(3):432-43. doi: 10.3758/bf03193283.

Abstract

Subtyping occurs when atypical examples are excluded from consideration in judging a category. In three experiments, we investigated whether subtyping can influence category learning. In each experiment, participants learned about a category where most, but not all, of the exemplars corresponded to a theme. The category structure included a subtyping dimension, which had one value for theme-congruent exemplars and another for exception exemplars. On the basis of work by Hayes, Foster, and Gadd (2003) and studies on social stereotyping, we hypothesized that this subtyping dimension would enable the participants to discount the exception exemplars, thereby facilitating category learning. Contrary to expectations, we did not find a subtyping effect with traditional category-learning procedures. By introducing the theme prior to learning, however, we observed increased effects on typicality ratings (Experiment 1) and facilitated learning of the category (Experiment 2). Experiment 3 provided direct evidence that introducing the theme prior to learning enhanced the subtyping effect and provided support for a knowledge-gating explanation of subtyping. We conclude that subtyping effects are strongest on already-learned concepts and that subtyping is unlikely to aid in the learning of new concepts, except in particular circumstances.

摘要

当在判断一个类别时将非典型示例排除在外时,就会发生子类型划分。在三个实验中,我们研究了子类型划分是否会影响类别学习。在每个实验中,参与者学习一个类别,其中大多数(但不是全部)示例都符合一个主题。类别结构包括一个子类型划分维度,对于与主题一致的示例有一个值,对于例外示例有另一个值。基于海斯、福斯特和加德(2003年)的研究以及对社会刻板印象的研究,我们假设这个子类型划分维度将使参与者能够忽略例外示例,从而促进类别学习。与预期相反,我们在传统的类别学习程序中没有发现子类型划分效应。然而,通过在学习之前引入主题,我们观察到对典型性评级的影响增加了(实验1),并且促进了对类别的学习(实验2)。实验3提供了直接证据,表明在学习之前引入主题增强了子类型划分效应,并为子类型划分的知识门控解释提供了支持。我们得出结论,子类型划分效应在已经学习的概念上最强,并且除了在特定情况下,子类型划分不太可能有助于新概念的学习。

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本文引用的文献

1
The misunderstood limits of folk science: an illusion of explanatory depth.
Cogn Sci. 2002 Sep 1;26(5):521-562. doi: 10.1207/s15516709cog2605_1.
2
Population of linear experts: knowledge partitioning and function learning.
Psychol Rev. 2004 Oct;111(4):1072-99. doi: 10.1037/0033-295X.111.4.1072.
3
Modeling the effects of prior knowledge on learning incongruent features of category members.
J Exp Psychol Learn Mem Cogn. 2004 Sep;30(5):1065-81. doi: 10.1037/0278-7393.30.5.1065.
4
Knowledge partitioning in categorization: constraints on exemplar models.
J Exp Psychol Learn Mem Cogn. 2004 Sep;30(5):1045-64. doi: 10.1037/0278-7393.30.5.1045.
5
SUSTAIN: a network model of category learning.
Psychol Rev. 2004 Apr;111(2):309-32. doi: 10.1037/0033-295X.111.2.309.
6
Stereotypes.
Annu Rev Psychol. 1996;47:237-71. doi: 10.1146/annurev.psych.47.1.237.
7
A knowledge-resonance (KRES) model of category learning.
Psychon Bull Rev. 2003 Dec;10(4):759-84. doi: 10.3758/bf03196543.
8
Context-gated knowledge partitioning in categorization.
J Exp Psychol Learn Mem Cogn. 2003 Jul;29(4):663-79. doi: 10.1037/0278-7393.29.4.663.
9
Category use and category learning.
Psychol Bull. 2003 Jul;129(4):592-613. doi: 10.1037/0033-2909.129.4.592.
10
Prior knowledge and subtyping effects in children's category learning.
Cognition. 2003 Jun;88(2):171-99. doi: 10.1016/s0010-0277(03)00021-0.

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