A Two-Phase Ensemble-Based Method for Predicting Learners’ Grade in MOOCs

A Two-Phase Ensemble-Based Method for Predicting Learners’ Grade in MOOCs

MOOCs are online learning environments which many students use, but the success rate of online learning is low. Machine learning can be used to predict learning success based on how people learn in MOOCs. Predicting the learning performance can promote learning through various methods, such as ident...

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Bibliographic Details
Main Authors: Warunya Wunnasri, Pakarat Musikawan, Chakchai So-In
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Applied Sciences
Subjects:
learning performance
grade prediction
MOOC
imbalance data
ensemble method
Online Access:https://www.mdpi.com/2076-3417/13/3/1492

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