Research Article

A Differential Privacy Framework for Collaborative Filtering

Table 2

The size of datasets.

DatasetsUser × item (original)User × item (experimental)

ml-latest-small700 × 9000671 × 4801

ml-20m(1000)138,000 × 27,0001000 × 5870

ml-latest(2000)270,000 × 45,0001907 × 6144

ml-latest(5000)270,000 × 45,0004773 × 8972