2025
Rethinking and Improving Student Learning and Forgetting Processes for Attention based Knowledge Tracing Models
AAAI 2025technical
Knowledge tracing (KT) models students' knowledge states and predicts their future performance based on their historical interaction data. However, attention based KT models struggle to accurately capture diverse forgetting behaviors in ever-growing interaction sequences. First, existing models us…