Point-of-Interest Recommendation with User’s Privacy Preserving in an IoT Environment

Mix geographical information into local collaborative ranking for POI recommendation

(2019) Wei Liu et al.   WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

$\textsf{LoPub}$ : High-Dimensional Crowdsourced Data Publication With Local Differential Privacy

(2018) Xuebin Ren et al.   IEEE Transactions on Information Forensics and Security

Privacy Enhanced Matrix Factorization for Recommendation with Local Differential Privacy

(2018) Hyejin Shin et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Privacy-preserving collaborative recommendations based on random perturbations

(2017) Nikolaos Polatidis et al.   EXPERT SYSTEMS WITH APPLICATIONS

Privacy-preserving Friendship-based Recommender Systems

(2016) Qiang Tang et al.   IEEE Transactions on Dependable and Secure Computing

APPLET: a privacy-preserving framework for location-aware recommender system

(2016) Xindi Ma et al.   Science China-Information Sciences

A survey: deriving private information from perturbed data

(2015) Burcu D. Okkalioglu et al.   ARTIFICIAL INTELLIGENCE REVIEW

CoRe: Exploiting the personalized influence of two-dimensional geographic coordinates for location recommendations

(2015) Jia-Dong Zhang et al.   INFORMATION SCIENCES

Spatiotemporal Sequential Influence Modeling for Location Recommendations

(2015) Jia-Dong Zhang et al.   ACM Transactions on Intelligent Systems and Technology

Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs

(2015) Dingqi Yang et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Towards mobile intelligence: Learning from GPS history data for collaborative recommendation

(2012) Vincent W. Zheng et al.   ARTIFICIAL INTELLIGENCE

What Can We Learn Privately?

(2011) Shiva Prasad Kasiviswanathan et al.   SIAM JOURNAL ON COMPUTING

Alambic: a privacy-preserving recommender system for electronic commerce

(2008) Esma Aïmeur et al.   International Journal of Information Security