Federated Learning Analytics: Investigating the Privacy-Performance Trade-Off in Machine Learning for Educational Analytics.
Max van HaastrechtMatthieu J. S. BrinkhuisMarco SpruitPublished in: AIED (2) (2024)
Keyphrases
- learning analytics
- educational data mining
- trade off
- machine learning
- networked learning
- learning analytics and knowledge
- learning design
- technology enhanced learning
- learning sciences
- visual analytics
- student success
- informal learning
- personal learning environments
- privacy preserving
- data sources
- analytic tools
- workplace learning
- formative assessment
- social network analysis
- computer science