4 citations · 7 across the 7 of their papers we have counts for
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cs.CY2025
Enhanced Interpretable Knowledge Tracing for Students Performance Prediction with Human understandable Feature Space
Sein Minn, Roger Nkambou
Knowledge Tracing (KT) plays a central role in assessing students skill mastery and predicting their future performance. While deep learning based KT models achieve superior predic…
cs.CY2022
Privacy-Preserving Synthetic Educational Data Generation
Jill-Jênn Vie, Tomas Rigaux, Sein Minn
Institutions collect massive learning traces but they may not disclose it for privacy issues. Synthetic data generation opens new opportunities for research in education. In this p…
cs.CY2021
Interpretable Knowledge Tracing: Simple and Efficient Student Modeling with Causal Relations
Sein Minn, Jill-Jenn Vie, Koh Takeuchi +2
Intelligent Tutoring Systems have become critically important in future learning environments. Knowledge Tracing (KT) is a crucial part of that system. It is about inferring the sk…