Performing Learning Analytics via Generalised Mixed-Effects Trees.
Luca FontanaChiara MasciFrancesca IevaAnna Maria PaganoniPublished in: Data (2021)
Keyphrases
- learning analytics
- mixed effects
- random effects
- learning analytics and knowledge
- educational data mining
- student success
- networked learning
- linear model
- technology enhanced learning
- visual analytics
- tree structure
- hierarchical structure
- hidden markov models
- decision trees
- informal learning
- regression trees
- learning sciences
- learning design
- personal learning environments
- least squares