Learning from examples: case-based reasoning in chess for novices

Citation
A. Didierjean et al., Learning from examples: case-based reasoning in chess for novices, CAH PSYCHOL, 18(3), 1999, pp. 337-361
Citations number
51
Categorie Soggetti
Psycology
Journal title
CAHIERS DE PSYCHOLOGIE COGNITIVE-CURRENT PSYCHOLOGY OF COGNITION
ISSN journal
02499185 → ACNP
Volume
18
Issue
3
Year of publication
1999
Pages
337 - 361
Database
ISI
SICI code
0249-9185(199906)18:3<337:LFECRI>2.0.ZU;2-T
Abstract
Can an example be understood and reused to solve a new problem without reso rting to an abstract representation? Two studies, with novices in the game of chess, investigate the existence of a process of reasoning by analogy th at does not require the mediation of an abstract schema. In the first exper iment, subjects analyze chess problem examples and then solve similar probl ems. The results showed that during transfer, subjects use knowledge that h as a very low degree of abstraction: they only succeed on problems similar to the examples when they are perceptually close. Experiment 2 investigates the role of failure in analogical transfer. From the results it seems that attempting to solve the source problem is a determinant in case-based reas oning.