Deep learning framework based on student interest prediction in educational data using HFCTGT-Net

Short summary

A novel Hybrid Fusion-Centric Temporal Graph Transformer Network (HFCTGT-Net) achieves high-precision student interest prediction by integrating multi-source cognitive and behavioral data, outperforming existing models in simulated environments.

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