CoSKT: A Collaborative Self-Supervised Learning Method for Knowledge Tracing.
Chunyun ZhangHebo MaChaoran CuiYumo YaoWeiran XuYunfeng ZhangYuling MaPublished in: IEEE Trans. Learn. Technol. (2024)
Keyphrases
- prior knowledge
- similarity measure
- cost function
- knowledge acquisition
- learning process
- learning systems
- detection method
- clustering method
- unsupervised learning
- probabilistic model
- learning mechanism
- significant improvement
- high precision
- knowledge base
- data sets
- learning algorithm
- concept maps
- human knowledge
- collaborative learning environments
- online learning
- knowledge representation
- computational cost
- expert systems
- e learning