Automaton models of performance

This work illustrates the use of a stochastic automaton model for describing the temporal steps taken by a student in solving simple arithmetic prolems. The method provides a hierarchial classification of problems by difficulty expressed in terms of the structural features of the problems. The model parameters represent the error rates due to these features.