The Local Triangle Structure Centrality Method to Rank Nodes in Networks

Figure 8

Kendall’s coefficients of the ranks obtained from one of eight measures and the SIR model in the LFR networks, where the parameters are defined as the above text, and is the cluster coefficient. The infection probability is around the threshold . The eight measures are DC, BC, H-index, K-shell, S-shell, LC, LSC, and LTSC.

(a) (500, 5, 0.1, 2, 1), = 0.5146

(b) (500, 5, 0.1, 2, 2), = 0.5618

(c) (500, 10, 0.1, 2, 2), = 0.5780

(d) (500, 5, 0.3, 2, 1), = 0.2862

(e) (500, 5, 0.3, 3, 1), = 0.1417

(f) (500, 10, 0.3, 3, 1), = 0.2416

(g) (500, 5, 0.5, 2, 1), = 0.1436

(h) (1000, 5, 0.5, 2, 1), = 0.0816

(i) (1000, 10, 0.5, 2, 1), = 0.1095