A rule-based presentation order facilitates category learning.
We investigated the mechanisms by which concepts are learned from examples by manipulating the presentation order in which the examples were presented to subjects. We introduce the idea of a rule-based presentation order, which is a sequence that respects the internal organization of the examples within a category. We find that such an order substantially facilitates learning, as compared with previously known beneficial orders, such as a similarity-based order. We discuss this result in light of the central distinction between rule-based and similarity-based learning models.
Mathy
Fabien
F
Université de Franche-Comté, Besançon, France. fabien.mathy@univ-fcomte.fr
Feldman
Jacob
J
D001245:Association Learning; D001288:Attention; D003118:Color Perception; D003210:Concept Formation; D003657:Decision Making; D030141:Feedback, Psychological; D006801:Humans; D008960:Models, Psychological; D010364:Pattern Recognition, Visual; D011597:Psychomotor Performance; D012691:Serial Learning; D012718:Set, Psychology; D012858:Size Perception