Predicting Dropout Student: An Application of Data Mining Methods in an Online Education Program

Yükseltürk, Erman; Özekes, Serhat; Kılıç Türel, Yalın

doi:10.2478/eurodl-2014-0008

Public

Predicting Dropout Student: An Application of Data Mining Methods in an Online Education Program

Published in European Journal of Open Distance and E-Learning • Dec 11, 2014

Authors:

Erman Yükseltürk

Serhat Özekes

Yalın Kılıç Türel

Abstract

This study examined the prediction of dropouts through data mining approaches in an online program. The subject of the study was selected from a total of 189 students who registered to the online Information Technologies Certificate Program in 2007-2009. The data was collected through online questio...

Subject

Dropout (neural networks)

Naive Bayes classifier

Decision tree

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