FoL 2026
AIED

Predictive Models for Learner Behavior

Tue Jun 30, 2:00 PM–3:15 PM · North 203
Predictive Modeling & Early Warning Learner & Student Modeling Educational Data Mining Methods
★ Notable speakers
Zitao Liu ★ — Deep learning for knowledge tracing; pyKT benchmark library; AI-powered adaptive learning at scale

AIED34 (TL) | Technical | Long-paper session

3 talks in this session

Beyond Next-Response Prediction: Evaluating Knowledge State Transition Consistency in Deep Learning Based Knowledge Tracing Models
Youheng Bai, Shen Han, Gangyi Tan, Jiahao Chen, Zitao Liu
Knowledge Tracing Learner & Student Modeling Educational Data Mining Methods
SEPT Privacy-by-Design Framework for Early Teacher Intervention: Modeling Difficulty as a Deviation from a Student's Success Signature
Edouard Nadaud, Bénédicte Le Grand, Lionel Prévost
Learner & Student Modeling Predictive Modeling & Early Warning Teachers & Professional Development
Modeling Completion Time in Mathematics Formative Assessments: Content-Based Prediction of Time Variation
Anthony F. Botelho, Zhongtian Huang, Natalia S. Martin, Jinnie Shin
Learner & Student Modeling Automated Assessment & Scoring Predictive Modeling & Early Warning