Knowledge Tracing

Knowledge tracing refers to the task of modeling a student's knowledge state over time to accurately predict their future performance. The core objective of this task is to recommend appropriate learning resources based on individual student needs, and to skip or delay content that is predicted to be too easy or too difficult, thereby optimizing the learning path and enhancing teaching effectiveness.