Explainable Learning Analytics: Assessing the stability of student success prediction models by means of explainable AI.
Elena TiukhovaPavani VemuriNidia Guadalupe López FloresAnna Sigridur IslindMaría ÓskarsdóttirStephan PoelmansBart BaesensMonique SnoeckPublished in: Decis. Support Syst. (2024)
Keyphrases
- student success
- learning analytics
- artificial intelligence
- networked learning
- learning analytics and knowledge
- prediction accuracy
- prediction model
- technology enhanced learning
- informal learning
- educational data mining
- learning design
- predictive model
- quantitative methods
- expert systems
- machine learning
- personal learning environments
- visual analytics
- educational settings
- models built
- association rules