Literature DB >> 27025535

The Influence of Presentation Order on Category Transfer.

Fabien Mathy1, Jacob Feldman2.   

Abstract

This study of supervised categorization shows how different kinds of category representations are influenced by the order in which training examples are presented. We used the well-studied 5-4 category structure of Medin and Schaffer (1978) , which allows transfer of category learning to new stimuli to be discriminated as a function of rule-based or similarity-based category knowledge. In the rule-based training condition (thought to facilitate the learning of abstract logical rules and hypothesized to produce rule-based classification), items were grouped by subcategories and randomized within each subcategory. In the similarity-based training condition (thought to facilitate associative learning and hypothesized to produce exemplar classification), transitions between items within the same category were determined by their featural similarity and subcategories were ignored. We found that transfer patterns depended on whether the presentation order was similarity-based, or rule-based, with the participants particularly capitalizing on the rule-based order.

Entities:  

Keywords:  categorization; presentation order; similarity rule

Mesh:

Year:  2016        PMID: 27025535     DOI: 10.1027/1618-3169/a000312

Source DB:  PubMed          Journal:  Exp Psychol        ISSN: 1618-3169


  3 in total

Review 1.  Model-guided search for optimal natural-science-category training exemplars: A work in progress.

Authors:  Robert M Nosofsky; Craig A Sanders; Xiaojin Zhu; Mark A McDaniel
Journal:  Psychon Bull Rev       Date:  2019-02

2.  Learning hierarchically organized science categories: simultaneous instruction at the high and subtype levels.

Authors:  Robert M Nosofsky; Colin Slaughter; Mark A McDaniel
Journal:  Cogn Res Princ Implic       Date:  2019-12-19

3.  What Is the Mechanism Underlying the Interleaving Effect in Category Induction: An Eye-Tracking and Behavioral Study.

Authors:  Yabo Ge; Fengying Li; Xinyu Li; Weijian Li
Journal:  Front Psychol       Date:  2021-12-16
  3 in total

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