Liu Qiong
1 indexed paper
Recent (6 mo)
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126
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AI×1
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2026
Advanced Mathematics Learning Behavior Prediction and Academic Early Warning Model Based on Multimodal Data Analysis
The paper proposes a multimodal data analytics framework combining knowledge graphs and temporal modeling to accurately predict advanced mathematics learning difficulties and provide early academic warnings.
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