kltn-moolde/moodle-adaptive-learning-plugin
Adaptive STEM learning system using Q-learning to personalize educational pathways. Integrated with Moodle via LTI 1.3. Achieves 22.5% score improvement and 51% reduction in weak skills through AI-driven recommendations and explainable decisions (SHAP).
This system helps educators using Moodle provide personalized learning experiences for students, especially in STEM subjects. It takes student interaction data and performance within Moodle and uses AI to recommend tailored learning pathways and resources. The output is a highly individualized educational journey, helping students improve scores and reduce skill gaps. This is for teachers, instructors, and educational administrators who want to boost student engagement and outcomes.
Use this if you manage STEM courses on Moodle and want to move beyond a one-size-fits-all approach to learning, leveraging AI to adapt to each student's needs.
Not ideal if your learning environment is not Moodle, or if your primary goal is just content delivery without personalized student interventions.
Stars
7
Forks
—
Language
Python
License
MIT
Category
Last pushed
Feb 14, 2026
Commits (30d)
0
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