Research Article

From Community Detection to Mentor Selection in Rating-Free Collaborative Filtering

Table 1

Settingup of the communities of the MovieLens dataset.

Way of selecting mentors Avg number of mentors Lower quartile Median Upper quartile

Whole set of connected neigh. 165 789 313

Algorithm LCD 240 12 387 434

Algorithm UC-LCD 99 1 30 190

Algorithm F-LCD
(with = 0.5)
48 1 2 80