DS-HGCN: Predicting Student Engagement with Social Contagion Using Dual-Stream Hypergraph Networks
Published:Dec 23, 2025 05:23
•1 min read
•ArXiv
Analysis
The paper presents a novel approach to predicting student engagement using a dual-stream hypergraph convolutional network, offering a potentially powerful tool for educators. The method's effectiveness hinges on the successful modeling of social contagion within a student network, which warrants further validation and comparison with existing engagement prediction methods.
Key Takeaways
Reference
“The paper's context is an ArXiv publication.”