Demonstrates improved engagement in learners, suggesting effective personalized learning outcomes.
This paper presents the design of an AI-driven adaptive learning system for personalised exam preparation. The proposed mobile-based system uses user interaction and performance data to dynamically adjust learning content, improve engagement, and support targeted learning outcomes. The work combines concepts from artificial intelligence, human-computer interaction, and educational technology.
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Roksana Islam (2026) studied this question.
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