Modeling the effects of prior knowledge on learning incongruent features of category members
UNSPECIFIED. (2004) Modeling the effects of prior knowledge on learning incongruent features of category members. JOURNAL OF EXPERIMENTAL PSYCHOLOGY-LEARNING MEMORY AND COGNITION, 30 (5). pp. 1065-1081. ISSN 0278-7393Full text not available from this repository.
Official URL: http://dx.doi.org/10.1037/0278-7318.104.22.1685
The authors conducted 3 experiments addressing the issue of how observations and multiple sources of prior knowledge are put together in category learning. In Experiments 1 and 2, learning was faster for critical features, which were predictable on the basis of prior knowledge, than for filler features, and this advantage increased as more observations were made. In addition, learning was fastest for incongruent features that could only be predicted using knowledge from other domains. In Experiment 3, presenting contradictory features that violated prior knowledge led to rote learning rather than use of prior knowledge. The results were simulated with the Baywatch model, which addresses how observations of category members lead to recruitment and selection of sources of prior knowledge.
|Item Type:||Journal Article|
|Subjects:||B Philosophy. Psychology. Religion > BF Psychology|
|Journal or Publication Title:||JOURNAL OF EXPERIMENTAL PSYCHOLOGY-LEARNING MEMORY AND COGNITION|
|Publisher:||AMER PSYCHOLOGICAL ASSOC|
|Official Date:||September 2004|
|Number of Pages:||17|
|Page Range:||pp. 1065-1081|
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