The Dynamic Bayesian Network (DBN) is one of the techniques of the machine learning DBN is proposed to filtering inference students' knowledge level and misconception. This algorithm is suitable to be applied in learning case studies that are used to predict student conditions based on various variables. The development of this proposed DBN is still rough and in process