On predicting academic performance with process mining in learning analytics

Purpose - The purpose of this paper is to propose a process mining approach to help in making early predictions to improve students’ learning experience in massive open online courses (MOOCs). It investigates the impact of various machine learning techniques in combination with process mining featur...

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Bibliographic Details
Main Authors: Rahila Umer, Teo Susnjak, Anuradha Mathrani, Suriadi Suriadi
Format: Article
Language:English
Published: Emerald Publishing 2018-05-01
Series:Journal of Research in Innovative Teaching & Learning
Subjects:
Online Access:https://www.emeraldinsight.com/doi/pdfplus/10.1108/JRIT-09-2017-0022