Predicting Student Performance in Higher Educational Institutions Using Video Learning Analytics and Data Mining Techniques

Hasan, Raza; Palaniappan, Sellappan; Mahmood, Salman; Hashim Abbas, Ali; Uddin Sarker, Kamal; Usman Sattar, Mian

doi:10.3390/app10113894

Public

Predicting Student Performance in Higher Educational Institutions Using Video Learning Analytics and Data Mining Techniques

Published in Applied Sciences • Jun 4, 2020

Authors:

Raza Hasan

Sellappan Palaniappan

Salman Mahmood

Abstract

Technology and innovation empower higher educational institutions (HEI) to use different types of learning systems—video learning is one such system. Analyzing the footprints left behind from these online interactions is useful for understanding the effectiveness of this kind of learning. Video-base...

Subject

Computer science

Learning analytics

Educational data mining

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