A group preference-based privacy-preserving POI recommender system

ICT Express - Tập 6 - Trang 204-208 - 2020
Xiwei Wang1, Minh Nguyen1, Jonathan Carr1, Longyin Cui2, Kiho Lim3
1Department of Computer Science, Northeastern Illinois University, Chicago, IL, USA
2Department of Computer Science, University of Kentucky, Lexington, KY, USA
3Department of Computer Science, William Paterson University, Wayne, NJ, USA

Tài liệu tham khảo

Ricci, 2011, Introduction to recommender systems handbook, 1 Bao, 2015, Recommendations in location-based social networks: A survey, GeoInformatica, 19, 525, 10.1007/s10707-014-0220-8 S. Badsha, X. Yi, I. Khalil, D. Liu, S. Nepal, E. Bertino, Privacy preserving location recommendations, in: Proceedings of the 2017 International Conference on Web Information Systems Engineering, 2017, pp. 502–516. C. Chen, Z. Liu, P. Zhao, J. Zhou, X. Li, Privacy preserving point-of-interest recommendation using decentralized matrix factorization, in: Proceedings of the 2018 AAAI Conference on Artificial Intelligence, 2018, pp. 257–264. Liu, 2018, A privacy-preserving framework for trust-oriented point-of-interest recommendation, IEEE Access Spec. Sect. Trust. Comput., 6, 393 D. Yang, D. Zhang, Z. Yu, Z. Wang, A sentiment-enhanced personalized location recommendation system, in: Proceedings of the 24th ACM Conference on Hypertext and Social Media, 2013, pp. 119–128. Y. Liu, T.-A.N. Pham, G. Cong, Q. Yuan, An experimental evaluation of point-of-interest recommendation in location-based social networks, in: Proceedings of the VLDB Endowment, Vol. 10, 2017, pp. 1010–1021. Koren, 2009, Matrix factorization techniques for recommender systems, Computer, 42, 30, 10.1109/MC.2009.263 Y. Wang, A.V. Vasilakos, Q. Jin, J. Ma, A Wi-Fi Direct based P2P application prototype for mobile social networking in proximity (MSNP), in: Proceedings of the 2014 IEEE 12th International Conference on Dependable, Autonomic and Secure Computing, 2014, pp. 283–288. Aneja, 2018, Profile-based ad hoc social networking using Wi-Fi Direct on the top of Android, Mob. Inf. Syst., 1 Lee, 2001, Algorithms for non-negative matrix factorization, Adv. Neural Inf. Process. Syst., 13, 556