From existing trends to future trends in privacy-preserving collaborative filtering.
Adem OzturkHuseyin PolatPublished in: WIREs Data Mining Knowl. Discov. (2015)
Keyphrases
- future trends
- privacy preserving
- collaborative filtering
- open issues
- recommender systems
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- multi party
- private information
- data mining
- horizontally partitioned data
- user preferences
- record linkage
- sensitive data
- privacy sensitive
- horizontally partitioned
- privacy concerns
- privacy issues
- scalar product
- privacy requirements
- data privacy
- data perturbation
- preserving privacy
- privacy guarantees
- data publishing
- sensitive information
- differential privacy
- partitioned data
- homomorphic encryption
- privacy preserving classification
- private data
- naive bayesian classification
- personal data
- privacy preserving association rule mining
- data sets