Edumorph -A Quiz Driven Adaptive Learning System Using Dynamic Learner Classification

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dc.contributor.authorBhumika Murthy 1NH22CS045
dc.contributor.authorBincy Mary P 1NH22CS047
dc.contributor.authorUtkarsh Bhardwnaj 1NH22CS234
dc.contributor.authorVikrant Singh 1NH22CS245
dc.date.accessioned2026-02-09T04:28:40Z
dc.date.available2026-02-09T04:28:40Z
dc.date.issued2026-02-09
dc.description.abstractEduMorph 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.
dc.identifier.urihttp://192.168.75.5:4000/handle/123456789/20984
dc.titleEdumorph -A Quiz Driven Adaptive Learning System Using Dynamic Learner Classification
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