Research Article

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

Table 2

Settingup of the communities of the Jester dataset.

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

Whole set of connected neigh. 15644 17178 17646 18062

Algorithm LCD 18376 17645 19564 20098

Algorithm UC-LCD 5037 7 7122 7663

Algorithm F-LCD
(with = 1.0)
172 5 18 155