Intelligent Link Prediction Management Based on Community Discovery and User Behavior Preference in Online Social Networks

Table 4

AUC comparison.

Networks	CN	AA	PA	RA	Jaccard	HPI	LP	Katz	MSLPA
USAir	0.941	0.952	0.960	0.968	0.919	0.877	0.952	0.945	0.970
NS	0.968	0.980	0.964	0.975	0.976	0.979	0.981	0.983	0.988
PB	0.916	0.933	0.899	0.927	0.855	0.870	0.919	0.931	0.942
Slavko	0.954	0.948	0.939	0.953	0.946	0.945	0.950	0.936	0.959
Email	0.845	0.876	0.869	0.891	0.842	0.856	0.866	0.898	0.899
Router	0.649	0.677	0.943	0.658	0.651	0.652	0.946	0.957	0.660
Jazz	0.955	0.958	0.969	0.972	0.961	0.949	0.953	0.963	0.975
Twitter	0.971	0.966	0.977	0.963	0.957	0.951	0.952	0.965	0.982