Guifu Zhu

DA-TCKT: Adaptive time convolution knowledge tracing method based on discrete cosine transform attention mechanism

2025 · Journal of King Saud University - Computer and Information Sciences

The primary objective of knowledge tracing is to dynamically predict learners’ mastery of future exercises by analyzing their historical learning records, thereby facilitating the design of personalized learning paths. Traditional knowledge tracing models exhibit limitations …