YAKUT, IBRAHIM; POLAT, HUSEYIN - In: International Journal of Information Technology & … 09 (2010) 03, pp. 473-502
Collaborative filtering (CF) systems are widely employed by many e-commerce sites for providing recommendations to … many users in real time is imperative. Singular value decomposition (SVD) is applied to CF to achieve such goal. SVD …-based CF systems offer reliable and accurate predictions when they own large enough data. Data collected for CF purposes …