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学龄前儿童类别学习中基于特征与基于范例的策略

Feature-based versus exemplar-based strategies in preschoolers' category learning.

作者信息

Krascum R M, Andrews S

机构信息

University of Wales, Cardiff, United Kingdom.

出版信息

J Exp Child Psychol. 1993 Aug;56(1):1-48. doi: 10.1006/jecp.1993.1024.

DOI:10.1006/jecp.1993.1024
PMID:8366324
Abstract

Five experiments examined whether preschool children learn categories by formulating a categorization rule based on attention to one or two features, or by memorizing the category assignment for whole exemplars. Using fictitious animals as stimuli, children were taught a two-category discrimination at the basic level and were tested for their category learning using a procedure that required them to categorize from memory, rather than perform perceptual matching. Transfer stimuli manipulated the retention of features encountered in the training instances, and children were instructed to classify only the items about whose category membership they were certain. By measuring the extent of generalization, in addition to categorization accuracy, it was possible to assess whether children were applying a feature-based rule in making their categorization decisions. The studies found little evidence that children were employing rules. Analyses of the individual response patterns identified few children who categorized by attending to a single attribute such as shape, or else who used a two-feature disjunctive rule. In addition, a recognition memory test given after category gaining produced strong evidence that children had encoded the training examples as wholes, rather than focusing on individual features. Despite clear evidence that children had encoded the training examples, however, examplar information was not used successfully in categorization when subjects were trained on only a single instance per category. The implication of these results for theories of early categorization are discussed.

摘要

五项实验探究了学龄前儿童是通过基于对一两个特征的关注制定分类规则来学习类别,还是通过记忆整个范例的类别归属来学习类别。以虚构动物作为刺激物,教孩子们在基本水平上进行两类辨别,并使用一种要求他们从记忆中进行分类而非进行感知匹配的程序对他们的类别学习进行测试。迁移刺激物操控了训练范例中遇到的特征的保留情况,并且指导孩子们只对他们确定其类别归属的项目进行分类。除了分类准确性之外,通过测量泛化程度,就有可能评估孩子们在做出分类决策时是否应用了基于特征的规则。研究几乎没有发现孩子们运用规则的证据。对个体反应模式的分析表明,很少有孩子通过关注单一属性(如形状)进行分类,或者使用双特征析取规则进行分类。此外,在类别学习后进行的识别记忆测试产生了有力证据,表明孩子们将训练范例作为整体进行了编码,而不是专注于个体特征。然而,尽管有明确证据表明孩子们对训练范例进行了编码,但当每个类别仅训练一个范例时,范例信息在分类中并未被成功使用。讨论了这些结果对早期分类理论的启示。

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