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

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

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...

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Bibliographic Details
Main Authors: Raza Hasan, Sellappan Palaniappan, Salman Mahmood, Ali Abbas, Kamal Uddin Sarker, Mian Usman Sattar
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Applied Sciences
Subjects:
classification algorithms
data preprocessing
data mining
data transformation
student academic performance
video learning analytics
Online Access:https://www.mdpi.com/2076-3417/10/11/3894

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