FedPOIRec: Privacy Preserving Federated POI Recommendation with Social Influence.
Vasileios PerifanisGeorge DrosatosGiorgos StamatelatosPavlos S. EfraimidisPublished in: CoRR (2021)
Keyphrases
- social influence
- privacy preserving
- user preferences
- recommendation systems
- privacy preserving data mining
- recommender systems
- collaborative filtering
- user behavior
- privacy preservation
- vertically partitioned data
- sensitive information
- social relationships
- private information
- user profiles
- data privacy
- privacy concerns
- multi party
- privacy protection
- differential privacy
- scalar product
- social interaction
- preserving privacy
- horizontally partitioned data
- privacy guarantees
- data perturbation
- privacy sensitive
- recommendation algorithms
- location based social networks
- record linkage
- secure multiparty computation
- naive bayesian classification
- decision trees
- privacy preserving association rule mining
- private data
- privacy issues
- web search
- partitioned data
- information systems