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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Rui Jia

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Open access Aug 2026

Unveiling the Impact of Hierarchical Knowledge Dependencies on Knowledge Tracing: A Spatial Structure Perspective

This study investigates how multilevel spatial relationships among KCs affect the performance of KT models and infer causal links among KCs and incorporate the resulting spatial structures into both deep learning and traditional machine learning KT models.

Yuang Wei, Rui Jia, Yingwen Ding et al. · 0 citations

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