Compressive closeness in networks

Applied Network Science

Table 4 Pearson correlation coefficients between the existing local metrics (Dist-Exact, DACCER, Weighted-Vol, and our proposed ego-centric centrality) with h=2 and the global closeness centrality on synthetic and real-world networks for varying percentage of sparsity

		Facebook	Twitter	ca-AstroPh	ca-CondMat	ca-HepPh	ca-HepTh	email-Enron	DBLP	wikiVote	BA	ER	SW
k/\|V\|	Local Metric
0.1	Dist-Exact	-0.93	-0.41	-0.94	-0.83	-0.89	-0.87	-0.75	-0.73	-0.94	-0.94	-0.99	-0.93
	DACCER	0.91	0.47	0.96	0.87	0.77	0.91	0.96	0.87	0.83	0.97	0.96	0.95
	Weight-Vol	0.97	0.80	0.97	0.89	0.93	0.90	0.97	0.90	0.97	0.99	0.97	0.93
	Our Metric	1.00	1.00	0.99	0.91	0.98	0.93	0.97	0.90	0.99	1.00	1.00	0.96
0.2	Dist-Exact	-0.93	-0.61	-0.93	-0.80	-0.84	-0.84	-0.57	-0.70	-0.94	-0.93	-0.99	-0.91
	DACCER	0.92	0.58	0.97	0.89	0.79	0.92	0.97	0.84	0.89	0.97	0.98	0.94
	Weight-Vol	0.97	0.77	0.97	0.91	0.92	0.92	0.98	0.87	0.98	0.99	0.99	0.94
	Our Metric	1.00	1.00	0.98	0.91	0.98	0.93	0.98	0.87	0.99	1.00	1.00	0.96
0.3	Dist-Exact	-0.93	-0.73	-0.91	-0.78	-0.82	-0.81	-0.61	-0.67	-0.94	-0.92	-0.99	-0.93
	DACCER	0.93	0.63	0.97	0.90	0,81	0.92	0.98	0.81	0.92	0.97	0.99	0.95
	Weight-Vol	0.97	0.75	0.98	0.91	0.92	0.92	0.98	0.84	0.98	0.99	0.99	0.96
	Our Metric	1.00	1.00	0.98	0.91	0.97	0.93	0.98	0.84	0.99	1.00	1.00	0.96
0.4	Dist-Exact	-0.92	-0.79	-0.90	-0.74	-0.76	-0.75	-0.59	-0.61	-0.94	-0.91	-0.99	-0.94
	DACCER	0.95	0.67	0.97	0.89	0.86	0.91	0.98	0.79	0.95	0.97	0.99	0.95
	Weight-Vol	0.98	0.75	0.98	0.90	0.93	0.91	0.98	0.82	0.98	0.99	0.99	0.96
	Our Metric	1.00	1.00	0.98	0.90	0.96	0.91	0.98	0.82	0.99	1.00	1.00	0.96