A Survey on approaches for predicting performance of students

Abstract The Paper focuses on predicting performance of students; we have considered different cases and analyzed the methods adopted in various cases by various authors. The main intension behind this survey is to understand latest Research methods adopted along with their results.

Educational Data Mining (EDM) is an emerging field exploring data in educational context by applying different Data Mining (DM) techniques/tools. EDM inherits properties from areas like Learning Analytics, Psychometrics, Artificial Intelligence, Information Technology, Machine learning, Statics, Database Management System, Computing and Data Mining. It can be considered as interdisciplinary research field which provides intrinsic knowledge of teaching and learning process for effective education.

In this Paper a survey has been carried out in three engineering colleges with an establishment of more than fifteen years, a total of two hundred and forty six students answered the questions and the reliability and validity of questionnaire was found to be good.

Keywords— predicting, survey & Research.

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A Survey on approaches for predicting performance of students

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