FoL 2026
EDM

Student Modeling

Fri Jul 3, 2:00 PM–3:15 PM · North 202
Learner & Student Modeling Knowledge Tracing Educational Data Mining Methods
★ Notable speakers
Peter Brusilovsky ★★ — Adaptive hypermedia; personalized e-learning; user modeling; PAWS lab at University of Pittsburgh
Andrew Lan ★ — Machine learning and NLP for personalized learning, knowledge tracing, automated assessment
Armelle Brun ★ — Recommender systems; learning path recommendation; knowledge graph embeddings; technology-enhanced learning

EDM #18 | Long Paper Session

3 talks in this session

UNVaMP: Neural Knowledge Tracing with Variational Regularization of Latent Knowledge Dynamics
Carson Cook, Ahmed Zerouali, Anthony Schmidt, Reginald Ziedzor, Paul Lin
Knowledge Tracing Learner & Student Modeling Educational Data Mining Methods
A New Domain-Informed Learner Model with Uncertainty-Aware Knowledge Mastery Propagation
Rania Ait Chabane, Armelle Brun, Azim Roussanaly
Knowledge Tracing Learner & Student Modeling Educational Data Mining Methods
Pattern-based Knowledge Component Extraction from Student Code Using Representation Learning
Muntasir Hoq, Griffin Pitts, Tirth Bhatt, Aum Pandya, Andrew Lan
Learner & Student Modeling Educational Data Mining Methods Programming & CS Education