Sorec: Social recommendation using probabilistic matrix factorization, Proceedings of the 17th ACM Conference on Information and Knowledge Management, ser. CIKM '08, pp.931-940, 2008. ,
Recommender systems with social regularization, Proceedings of the Fourth ACM International Conference on Web Search and Data Mining, ser. WSDM '11, pp.287-296, 2011. ,
New objective functions for social collaborative filtering, Proceedings of the 21st International Conference on World Wide Web, ser. WWW '12, pp.859-868, 2012. ,
Lars: A location-aware recommender system, 2012 IEEE 28th International Conference on Data Engineering, pp.450-461, 2012. ,
Location recommendation in location-based social networks using user check-in data, Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ser. SIGSPATIAL'13, pp.374-383, 2013. ,
Real-time recommendation of diverse related articles, Proceedings of the 22Nd International Conference on World Wide Web, ser. WWW '13, pp.1-12, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00923540
Improving recommendation lists through topic diversification, Proceedings of the 14th International Conference on World Wide Web, ser. WWW '05, pp.22-32, 2005. ,
Avoiding monotony: Improving the diversity of recommendation lists, Proceedings of the 2008 ACM Conference on Recommender Systems, ser. RecSys '08, pp.123-130, 2008. ,
Recommender Systems, Commun. ACM, vol.40, issue.3, pp.56-58, 1997. ,
Social collaborative filtering for cold-start recommendations, Proceedings of the 8th ACM Conference on Recommender Systems, ser. RecSys '14, pp.345-348, 2014. ,
, Modern Information Retrieval, 2010.
Probabilistic matrix factorization, Proceedings of the 20th International Conference on Neural Information Processing Systems, ser. NIPS'07, pp.1257-1264, 2007. ,
Probabilistic sparse matrix factorization, 2004. ,
Analyzing Social Bookmarking Systems: A del.icio.us Cookbook, ECAI, 2008. ,
SoPRa: A New Social Personalized Ranking Function for Improving Web Search, Proceedings of the 36th International ACM SIGIR Conference on Research and Development in Information Retrieval, ser. SIGIR '13, pp.861-864, 2013. ,
Persador: Personalized social document representation for improving web search, Information Sciences, vol.369, pp.614-633, 2016. ,
Peersim: A scalable p2p simulator," in Peer-to-Peer Computing, 2009. P2P '09, IEEE Ninth International Conference on, pp.99-100, 2009. ,
Learning the parts of objects by nonnegative matrix factorization, Nature, vol.401, issue.6755, pp.788-791, 1999. ,
Social media recommendation based on people and tags, Proceedings of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, ser. SIGIR '10, pp.194-201, 2010. ,
Matchbox: Large scale online bayesian recommendations, Proceedings of the 18th International Conference on World Wide Web, ser. WWW '09, pp.111-120, 2009. ,
Heteromf: Recommendation in heterogeneous information networks using context dependent factor models, Proceedings of the 22Nd International Conference on World Wide Web, ser. WWW '13, pp.643-654, 2013. ,
An Experimental Study on Implicit Social Recommendation, SIGIR, 2013. ,
Addressing coldstart in app recommendation: Latent user models constructed from twitter followers, Proceedings of the 36th International ACM SIGIR Conference on Research and Development in Information Retrieval, ser. SIGIR '13, pp.283-292, 2013. ,
Social affinity filtering: Recommendation through fine-grained analysis of user interactions and activities, Proceedings of the First ACM Conference on Online Social Networks, ser. COSN '13, pp.51-62, 2013. ,
Use of social network information to enhance collaborative filtering performance, Expert Syst. Appl, vol.37, issue.7, pp.4772-4778, 2010. ,
Personalized recommendation of social software items based on social relations, Proceedings of the Third ACM Conference on Recommender Systems, ser. RecSys '09, pp.53-60, 2009. ,
Interactive social recommendation, Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, ser. CIKM '17, pp.357-366, 2017. ,
Learning and transferring social and item visibilities for personalized recommendation, Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, ser. CIKM '17, pp.337-346, 2017. ,
Learning to recommend with social trust ensemble, Proceedings of the 32Nd International ACM SIGIR Conference on Research and Development in Information Retrieval, ser. SIGIR '09, pp.203-210, 2009. ,
A matrix factorization technique with trust propagation for recommendation in social networks, Proceedings of the Fourth ACM Conference on Recommender Systems, ser. RecSys '10, pp.135-142, 2010. ,
Circle-based recommendation in online social networks, Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, ser. KDD '12, pp.1267-1275, 2012. ,
A survey of collaborative filtering based social recommender systems, Computer Communications, vol.41, issue.0, pp.1-10, 2014. ,
Crossdomain recommender systems: A survey of the state of the art, Proceedings of the 2nd Spanish Conference on Information Retrieval, 2012. ,
Crosssystem user modeling and personalization on the social web, User Modeling and User-Adapted Interaction, vol.23, issue.2, pp.169-209, 2013. ,
If You Like the Devil Wears Prada the Book, Will You also Enjoy the Devil Wears Prada the Movie? A Study of Cross-Domain Recommendations, New Generation Computing, vol.26, issue.3, pp.209-225, 2008. ,
Mediation of user models for enhanced personalization in recommender systems, User Modeling and User-Adapted Interaction, vol.18, issue.3, pp.245-286, 2008. ,
Diverging towards the common good: Heterogeneous self-organisation in decentralised recommenders, Proceedings of the Fifth Workshop on Social Network Systems, ser. SNS '12, vol.1, pp.1-1, 2012. ,
P2prec: A P2P recommendation system for large-scale data sharing, T. Large-Scale Data-and Knowledge-Centered Systems, vol.3, pp.87-116, 2011. ,
URL : https://hal.archives-ouvertes.fr/inria-00543298
Large-scale matrix factorization with distributed stochastic gradient descent, Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, ser. KDD '11, pp.69-77, 2011. ,
Highly scalable parallel algorithms for sparse matrix factorization, IEEE Trans. Parallel Distrib. Syst, vol.8, issue.5, pp.502-520, 1997. ,
Scalable coordinate descent approaches to parallel matrix factorization for recommender systems, Proceedings of the 2012 IEEE 12th International Conference on Data Mining, ser. ICDM '12, pp.765-774, 2012. ,
Fully scalable methods for distributed tensor factorization, IEEE Trans. on Knowl. and Data Eng, vol.29, issue.1, pp.100-113, 2017. ,