Design an Information System for Student Track Prediction

Student trajectory - the main stages of training related to the choice: from admission to deduction. Student expulsion can be caused by various reasons. The main reasons are expulsion due to graduation from the university and academic failure. There are works that use various data to predict student expulsion: Demographic, Academic, Social and Behavioural in social networks. The peculiarity of this study is the use of data on the choice of a student in the formation of his individual trajectory. In paper the data model of the student and use-cases of the information system for students track prediction were considered. Impersonal data of 5000 bachelors from Ural Federal University formed a features space, including data on education, data on student track formation behavior and data on the social context. A model for predicting the trajectory of a student was developed. The proposed system can be adapted to the processing of data to form a competence portrait of student. On basic level, the system can be used to predict probability of a student being expelled from a University.