Mengxiang Wang

Priority Guided Explanation for Knowledge Tracing with Dual Ranking and Similarity Consistency

Knowledge tracing plays a pivotal role in enabling personalized learning on online platforms. While deep learning-based approaches have achieved impressive predictive performance, their limited interpretability poses a significant barrier to practical adoption. Existing explanation methods primarily