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El Ayachi Rahali on Muck Rack

El Ayachi Rahali

As seen in: Taylor & Francis Online
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Articles

A machine learning framework for early intervention in e-learning environments

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By Brahim Jabir, Noureddine Falih, Radoine Hamzaoui, El Ayachi Rahali
| Taylor & Francis Online
Abstract This study presents a comprehensive learning analytics system designed behind machine learning to analyze student data collected from the Moodle Learning Management System (LMS) of the University of Sultan Moulay Slimane. The system in the said university connects to Moodle’s API to extract data, which are student information, engagement metrics, and performance data; this data is then processed to visualize trends and build predictive models to help this learning process.
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