SNMCF: A Scalable Non-Negative Matrix Co-Factorization for Student Cognitive Modeling.
Shenbao YuYifeng ZengYinghui PanFan YangPublished in: IEEE Trans. Knowl. Data Eng. (2024)
Keyphrases
- cognitive modeling
- tensor factorization
- student modeling
- factorization methods
- student model
- singular value decomposition
- factorization method
- matrix factorization
- cognitive model
- low rank
- computational model
- intelligent tutoring systems
- human computer
- computational models
- learning process
- intelligent tutoring
- collaborative filtering
- tutoring system
- learning environment
- cognitive architecture
- concept maps
- artificial intelligence
- learning styles
- bayesian networks
- visual search
- information processing
- human computer interaction