Edumorph -A Quiz Driven Adaptive Learning System Using Dynamic Learner Classification
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Date
2026-02-09
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Abstract
EduMorph is an adaptive learning system designed to overcome the limitations of traditional e-learning platforms that follow a fixed, one-size-fits-all instructional approach. The system employs diagnostic quizzes to evaluate learner performance through accuracy, response behaviour, and conceptual strengths, and uses K-Means clustering to automatically categorize students into proficiency groups. Based on these clusters, EduMorph generates a dynamic, real-time learning roadmap that delivers personalized notes, videos, and practice exercises, ensuring mastery-based progression.