スキルの習熟度モデルの構築と習熟過程の考察

Abstract

To facilitate optimal skill acquisition process, modeling and estimation of individual learning processes will be of key importance. We have proposed a model of skill acquisition based on control theory which enable us to model individual learning process with three parameters; system gain K, time constant T, and dead time L. We measured individual performance time of fault finding task on software programming and successfully obtained the three parameters. These results indicate the feasibility of online estimation of individual learning parameters.