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Banu Kayınova

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Review Open access Aug 2026

Design of an Intelligent Agent-Based Adaptive Learning System: A Literature-Based Model Proposal

A multi-agent adaptive learning model that integrates student modeling, personalized content recommendation, continuous assessment, and decision-making processes is proposed that is enriched with a generative AI-powered agent component that provides real-time interaction, feedback, and dynamic personalization.

Banu Kayınova · 0 citations

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