The FOKE framework aims to integrate various cutting-edge AI technologies like large language models and knowledge graphs for personalized, explainable education. It employs a novel architecture to adjust learning paths and offer tailored instructions based on individual learner profiles.

Advanced Features:

• Knowledge Forest: Utilizes a structured representation of domain knowledge.
• Interactive Learning: Employs prompt engineering to facilitate active engagement and personalization.
• Real-world Application: Demonstrated through Scholar Hero, a platform embodying the FOKE framework.

By melding AI technologies with traditional educational methods, FOKE provides a forward-thinking solution to several challenges in educational technology. Its focus on customization and explanation has the potential to significantly enhance educational outcomes.