Выявление академически неуспешных студентов на первом году обучения в университете на примере НИУ ВШЭ-Нижний Новгород

Вестник Нижегородского университета им. Н.И. Лобачевского. Серия: Социальные науки. 2016. № 2(42). С. 136–143.

Shadrina E. V., Oshmarina O. E., Булычева П. А.

The article suggests the analysis of factors influencing academic success of the first year university students. Analysis was held with the help of statistics methods and methods of data mining. For the initial data the researcher takes information about students obtained by on-line system, which supports the educational process in HSE - LMS (Learning Management System). The research identified those students who are under the risk to have academic failure. The results of the research were presented in the form of recommendations to the supervisors of the relative educational program to pay attention to the students under the risk and to help them in their studies (individual recommendations of a teacher, additional lessons, etc.) 

Keywords: data mining, decision tree, интеллектуальный анализ данных, on-line questionna, academic success in the university, дерево принятия решений, онлайн анкетирование, академическая успеваемость в университете