[1]Bokde, D., Girase, S., Mukhopadhyay, D.,
Matrix factorization model in collaborative filtering algorithms: A survey,
Procedia Computer Science, 49 (2015), 136-146.
[2]Golpar-Raboky, E., Kyahi, M., A review of matrix methods in recommender systems, in
46th Annual Iranian Mathematics Conference, Yazd, 2015.
[3]Golub, G., Van Loan, C.,
Matrix Computation, 4th ed., JHU Press, 2013.
[4]Herlocker, J., Konstan, J., Borchers, A., Riedl, J,
An algorithmic framework for performing collaborative filtering, in
Proceedings of ACM SIGIR 99, ACM Press, 1999, 230-237.
[5]Jannach, D., Zanker, M., Felfering, A., Friendrich, G.,
Recommender Systems: An Introduction, Cambridge University Press, Cambridge, 2010.
[6]Kolda, T. G., O’Leary, D. P.,
A semidiscrete matrix decomposition for latent semantic indexing information retrieval,
ACM Trans. Inf. Syst., 16 (1998), 322-346.
[7]Kontostathis, A., Pottenger, W. M.,
A Mathematical View of Latent Smantic Indexing: Tracing Term Cooccurrences,
Lehigh University Technical Report, LU-CSE-02-006, 2002.
[8]OLeary, D. P., Peleg, S.,
Digital image compression by outer product expansion,
IEEE Trans. Commu, 31 (1983), 441-444.
[9]Ricci, F., Rokach, L., Shapira, B.,
Recommender systems Handbook, Springer, New York, 2015.
[10]Sarwar, B. M., Konstan, J.A., Borchers, A., Herlocker, J., Miller, B., Riedl, J., Using filtering agents
to improve prediction quality in the groupLens research collaborative filtering system, in Proceedings
of CSCW 98, Seattle Washington USA, ACM, 1998, 345–354.
[11]Sarwar, B. M., Karypis, G., Konstan, J. A., Riedl, J. T., Application of dimensionality reduction
in recommender systems, A Case Study in ACM Web KDD 2000 Web Mining for E-Commerce
Workshop, Boston, MA, 2000.
[12]Schafer, J. B., Frankowski, D., Herlocker, J., Sen, Sh., Collaborative filtering recommender systems,
The Adaptive Web, 4321 (2007), 291–324.
[13]Spiegel, S., A Hybrid Approach to Recommender Systems Based on Matrix Factorization, Technical
University Berlin, Berlin, 2009.
[10]Xue, G. R., Lin, C., Yang, Q., Xi, W., Zeng, H.J., Yu, Y., Chen, Z.,
Scalable collaborative filtering using cluster-based smoothing, in
Proc of SIGIR, 2005, 114-121.
