Before revision:  In this paper, we have proposed a novel recommendation method based on Matrix Factorization and graph analysis methods , namely Louvain for community detection and HITS for finding the most important node within the trust network .
After revision:  In this paper, we have proposed a novel recommendation method based on Matrix Factorization and graph analysis methods .