Privacy-Preserving Learning Analytics: Challenges and Techniques.
Mehmet Emre GursoyAli InanMehmet Ercan NergizYücel SayginPublished in: IEEE Trans. Learn. Technol. (2017)
Keyphrases
- privacy preserving
- learning analytics
- visual analytics
- privacy preserving data mining
- educational data mining
- privacy issues
- vertically partitioned data
- privacy preservation
- learning analytics and knowledge
- networked learning
- multi party
- sensitive information
- technology enhanced learning
- data privacy
- privacy concerns
- privacy protection
- private data
- privacy sensitive
- learning sciences
- horizontally partitioned data
- partitioned data
- preserving privacy
- record linkage
- private information
- privacy preserving classification
- privacy preserving association rule mining
- machine learning
- differential privacy
- naive bayesian classification
- sensitive data
- user privacy
- data perturbation
- decision trees
- homomorphic encryption
- horizontally partitioned