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Marwan Ali Shnan

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Open access Jul 2026

A Sustainable Learning Behavior Analytics Framework for Customized Learning Management Systems

The Learning Management System (LMS) has emerged as a key platform for e-learning and as an agent to create massive amounts of data about learners' interactions, which can be used for educational decision making. Yet, many LMS systems that are in place today only capture students' behaviors, but fail to make them relev...

Marwan Ali Shnan, M. A. Ahmed · 0 citations

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