Research Article

New Collaborative Filtering Algorithms Based on SVD++ and Differential Privacy

Table 1

Statistical properties of the two datasets.

PropertyMovieLens-1MNetflix-1M

Users60404996
Movies39523999
Density4.19%0.19%
Average rating3.58163.5956
Variance rating1.24791.2208