knowledge tracing - KT

link not tracked Knowledge tracing is an educational framework that models a learner's cognitive mastery of skills over time. Given a sequence of a student's past interactions (questions answered, exercises attempted), KT estimates the probability that the student has mastered each skill. This allows a system to predict performance on future tasks and identify gaps — making it a key building block for AI-guided skill tree navigation and adaptive learning systems like link not tracked.