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FOKE: A Revolutionary Framework for Intelligent Education

FOKE (Forest Of Knowledge and Education) is a proposal for integrating large language models (LLMs) with knowledge graphs (KGs) to tackle challenges in personalized, interactive, and explainable intelligent education. Key highlights of the framework include:

  • Hierarchical Knowledge Representation: Structured domain knowledge is organized in a hierarchical manner to enhance educational insights.
  • Multi-dimensional User Profiling: An in-depth user profiling system aids in delivering tailored educational content.
  • Interactive Prompt Engineering: Prompts are crafted to generate specific learning guidance, heightening educational interactivity and effectiveness.

Opinion: FOKE is a game-changer in the realm of educational frameworks by efficaciously harnessing sophisticated AI to offer highly personalized and understandable learning experiences. Further exploration into this integration could lead to even more robust and beneficial educational tools.

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