LiveGraph improves exercise recommendations by using graph representations to link student histories and dynamic re-ranking to boost both accuracy and content diversity on real-world learning datasets.
Denoising variational graph of graphs auto-encoder for predicting structured entity interactions.IEEE Transactions on Knowledge and Data Engineering, 36(3):1016–1029, 2023
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LiveGraph: Active-Structure Neural Re-ranking for Exercise Recommendation
LiveGraph improves exercise recommendations by using graph representations to link student histories and dynamic re-ranking to boost both accuracy and content diversity on real-world learning datasets.