Yiyi Ren

Towards Human-Centered Early Prediction Models for Academic Performance in Real-World Contexts

Supporting student success requires collaboration among multiple stakeholders. Researchers have explored machine learning models for academic performance prediction; yet key challenges remain in ensuring these models are interpretable, equitable, and actionable within real-world educational support systems. First, man…