Abnormal Profiles Detection Based on Time Series and Target Item Analysis for Recommender Systems

Figure 1

A push attack event stands out clearly through the lens of sample average. The window size is set to 50, and the sequence number of window that contains shilling attacks are from 14 to 19 (the confidence coefficient is set to 90%).