Knowledge Tracing

Knowledge tracing is a technique used to monitor and predict a learner’s understanding of specific skills or concepts over time. It tracks their responses to questions or tasks, updating a model to estimate what they know or struggle with. This helps educators or digital systems personalize instruction by identifying areas needing improvement and adjusting content accordingly, ultimately supporting more effective and efficient learning experiences.