Student’s psychological state model based on logs of his/her activity in a model-tracing intelligent tutoring system: construction experience

We employ machine learning techniques to develop a mathematical model, which predictsstudent’s psychological state basing on logs of his/her problem-solving activity in an intelligent teaching system.The suggested model can be extended to predict the state of a user of any information system, which stores user activity logs.