Social regularized von Mises–Fisher mixture model for item recommendation

Author:

Salah AghilesORCID,Nadif Mohamed

Publisher

Springer Science and Business Media LLC

Subject

Computer Networks and Communications,Computer Science Applications,Information Systems

Reference47 articles.

1. Amatriain X, Castells P, de Vries A, Posse C (2012) Workshop on recommendation utility evaluation: beyond RMSE–RUE 2012. In: ACM conference on recommender systems (RecSys), pp 351–352

2. Banerjee A, Dhillon IS, Ghosh J, Sra S (2005) Clustering on the unit hypersphere using von Mises–Fisher distributions. J Mach Learn Res 6:1345–1382

3. Barbieri N, Manco G, Ritacco E (2014) Probabilistic approaches to recommendations. Synth Lect Data Min Knowl Discov 5(2):1–197

4. Belkin M, Niyogi P, Sindhwani V (2006) Manifold regularization: a geometric framework for learning from labeled and unlabeled examples. J Mach Learn Res 7:2399–2434

5. Bobadilla J, Ortega F, Hernando A, Gutirrez A (2013) Recommender systems survey. Knowl Based Syst 46:109–132

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