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- research-articleDecember 2024
Explore Bayesian analysis in Cognitive-aware Key–Value Memory Networks for knowledge tracing in online learning
Expert Systems with Applications: An International Journal (EXWA), Volume 257, Issue Chttps://doi.org/10.1016/j.eswa.2024.124933AbstractKnowledge Tracing is a crucial aspect of personalized learning that aims to track the evolving knowledge states of students with respect to one or more concepts. However, existing literature either models knowledge state for each predefined ...
Highlights- A novel deep learning based knowledge tracing model is proposed.
- A novel hierarchical structure is designed to enhance the model’s performance and interpretability.
- BCKVMN achieves state-of-art on three real-world datasets.
- ...