Comparison of learning analytics and educational data mining: A topic modeling approach.
David John LemayClare BaekTenzin DoleckPublished in: Comput. Educ. Artif. Intell. (2021)
Keyphrases
- learning analytics
- educational data mining
- topic modeling
- topic models
- latent dirichlet allocation
- student modeling
- learning analytics and knowledge
- learning sciences
- text classification
- text mining
- student model
- visual analytics
- probabilistic model
- intelligent tutoring systems
- collaborative filtering
- information extraction
- probabilistic topic models
- learning environment
- real world