Online Knowledge Level Tracking with Data-Driven Student Models and Collaborative Filtering.
Antoine CullyYiannis DemirisPublished in: IEEE Trans. Knowl. Data Eng. (2020)
Keyphrases
- knowledge level
- student model
- data driven
- learning styles
- collaborative filtering
- adaptive learning
- real time
- student modeling
- student modelling
- intelligent tutoring systems
- tutoring system
- high level
- matrix factorization
- adaptive hypermedia
- online learning
- constraint based modeling
- recommender systems
- learning experience
- learning systems
- learning management systems
- online course
- student interaction
- particle filter
- collaborative learning
- learning materials
- learning resources
- knowledge acquisition
- statistically significant
- composition of web services