EX198: EDUDNA: COGNITIVE PROFILE AND BRAIN-BASED LEARNING SYSTEM

HALIMATUL 'ASYURA BINTI JA'FFAR KOLEJ POLY-TECH MARA BANGI

MIIX26 | Expert Innovator

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EduDNA is an AI-powered adaptive learning system designed to transform traditional education into a personalized and data-driven learning experience. The system analyzes students’ learning behaviors, performance and cognitive patterns to generate a unique Digital Learning DNA profile for each learner. By continuously monitoring key indicators such as focus, comprehension speed, learning style and error patterns. EduDNA dynamically adjusts learning pathways, recommends tailored content and identifies learning difficulties at an early stage.

The study addresses key challenges in higher education such as the limitations of one-size-fits-all teaching approaches, lack of individualized support, delayed detection of academic struggles and insufficient engagement for both slow and high-performing students. EduDNA provides a comprehensive solution through personalized learning pathways, predictive analytics for early intervention, adaptive challenges for advanced learners, real-time analytics dashboards for educators and academic stress monitoring.

The implementation of EduDNA is to improve learning outcomes, increase student engagement, promote inclusive education, enhance teaching effectiveness and reduce academic stress. Furthermore, the system demonstrates strong commercialization potential through a scalable Software-as-a-Service (SaaS) model, integration with existing learning management systems and expansion into broader education and corporate training markets. Overall, EduDNA represents a significant advancement toward smart, future-ready education ecosystems driven by artificial intelligence and learning analytics.