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KAQG: A Knowledge-Graph-Enhanced RAG for Difficulty-Controlled Question Generation

This study introduces Knowledge Augmented Question Generation (KAQG), an educational assessment framework that integrates Item Response Theory (IRT), Bloom’s Taxonomy, and knowledge graphs into a multi-agent Retrieval-Augmented Generation (RAG) system. The proposed approach overcomes limitati...

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I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Ching Han Chen, Ming Fang Shiu
Hōputu: Artigo
Reo:Inglês
I whakaputaina: IEEE 2025-01-01
Rangatū:IEEE Access
Ngā marau:
Urunga tuihono:https://ieeexplore.ieee.org/document/11251213/
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