Privacy-preserving collaborative filtering: A new approach based on variable-group-size microaggregation

作者:

Highlights:

• A novel PPCF method based on variable-sized microaggregation.

• A set of new metrics which provide more meaningful outcome’s analysis.

• Extensive experiments to show that our method outperforms well-known literature.

摘要

•A novel PPCF method based on variable-sized microaggregation.•A set of new metrics which provide more meaningful outcome’s analysis.•Extensive experiments to show that our method outperforms well-known literature.

论文关键词:Privacy,Collaborative filtering,Recommender systems,Variable-group-size microaggregation,Behavioural metrics

论文评审过程:Received 19 April 2019, Revised 18 September 2019, Accepted 18 September 2019, Available online 30 October 2019, Version of Record 7 November 2019.

论文官网地址:https://doi.org/10.1016/j.elerap.2019.100895