Multilayer Social Network Overlapping Community Detection Algorithm Based on Trust Relationship

Table 3

Experimental results of the proposed algorithm and each single-layer community detection algorithm in the synthetic network.

Data set	Evaluation index	LCDNN	TNS-LPA	PMOEA	MDNMF	MOCBT
G1		0.503	0.516	0.572	0.581	0.624
		0.529	0.570	0.593	0.599	0.617
G2		0.586	0.594	0.601	0.611	0.688
		0.614	0.607	0.626	0.637	0.736
G3		0.630	0.624	0.617	0.649	0.690
		0.634	0.649	0.640	0.671	0.708
G4		0.661	0.638	0.640	0.661	0.704
		0.691	0.662	0.699	0.672	0.838
G5		0.682	0.649	0.680	0.694	0.715
		0.716	0.698	0.724	0.715	0.775
G6		0.738	0.704	0.715	0.728	0.826
		0.801	0.736	0.747	0.783	0.866
G7		0.783	0.780	0.746	0.772	0.904
		0.824	0.816	0.793	0.824	0.941
G8		0.867	0.842	0.834	0.882	0.954
		0.890	0.903	0.906	0.898	0.971