A computational approach to the study of human skill acquisition

Jan J. Elshout, Bob J. Wielinga · International Joint Conference on Artificial Intelligence · 1979

A general model for learning by doing is presented which accounts for a number of phenomena observed in protocols of human subjects solving a series of similar problems. The model is based on the conjecture that skill acquisition is a process of progressive development of problem directed knowledge structures which are to a large extent domain specific. A program is described for encoding protocols of human subjects in terms of the model.

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