Table 1 Rating matrix data set with four users (rows) and three items (columns), with the rating of each user given in an ordinal scale of three points
User/ItemsI1I2I3
U1 2 ? 3
U2 5 2 ?
U3 3 3 1
U4 ? 2 2
• ? denotes missing values that need to be predicted.