Research Article

Multiview Ensemble Method for Detecting Shilling Attacks in Collaborative Recommender Systems

Table 2

Notations and their descriptions.

NotationDescription

set of the entire users
set of genuine users in the training set
set of the entire items
set of items rated by user u
rating database, including UserID, ItemID, ratings, and timestamp.
rating of user u to item i at t moment
item i is rated by user u at t moment
item i is not rated by user u at t moment
the cardinality of the set
discriminate function, if , the value is 1; otherwise the value is 0