Abstract:

A mixture IRT model was proposed which is composed of the testlet response model and the partial credit model for representing the subject and object tests. Meanwhile a modified artificial bee colony algorithm was proposed to estimate the parameters in the mixture model. The comparative experiment results based on the simulate data show that the novel method in this work is feasible and effective.

Key words:  item response theory, mixture model, parameter estimation, artificial bee colony algorithm