FoL 2026
EDM

Knowledge Tracing

Mon Jun 29, 3:45 PM–5:00 PM · North 202
Knowledge Tracing Educational Data Mining Methods
★ Notable speakers
Ryan S. Baker ★★ — Educational data mining; BROMP observational protocol; student disengagement detection
Luiz Rodrigues ★ — Gamification in education; educational technology; engagement and motivation in AIED
Rafael Ferreira Mello ★ — Learning analytics; NLP for education; automated text analysis; MOOCs; Latin American LA community

EDM #3 | Long/Short Paper Session

4 talks in this session

Time as a geometric property of the latent space: An empirical study of Time-and-Order RoPE in Knowledge Tracing
Willian Costa, Filipe Dwan Pereira, Gabriel Alves, André Nascimento, Luiz Rodrigues
Knowledge Tracing Educational Data Mining Methods
Fair When Sparse, Accurate When Rich: RL-Gated Conversational Fusion for Temporally Equitable Knowledge Tracing
Fan Zhang, Rui Guo, Hai Li
Conversational AI & Chatbot Tutors Knowledge Tracing Equity, Fairness & Inclusion
Federated Code-Aware Knowledge Tracing for Privacy-Preserving Student Performance Forecasting
Anurata Prabha Hridi, Muntasir Hoq, Seyyedali Hosseinalipour, Rajeev Sahay, Bita Akram
Knowledge Tracing Programming & CS Education Privacy & Data Governance
To What Extent Can Early Keystroke Patterns Predict Knowledge Gain in Mathematics
Oscar Deho, Ryan Baker, Digory Smith, Jiayi Zhang, Simon Woodhead
Knowledge Tracing Predictive Modeling & Early Warning Network & Process Analytics