Identification of Influential Nodes via Effective Distance-based Centrality Mechanism in Complex Networks

Figure 3

Results of Kendall’s obtained from mutual comparison of results generated by ten mentioned algorithms and ranking of results produced of the SIR model. Network’s spreading probability was set in the range from 0.01 to 0.10, and results were calculated based on average outcome of 1000 independent runs. (a) Physicians. (b) e-mail. (c) Subelij-euroroad. (d) Air-traffic control. (e) Petster-friendships. (f) Web-Spam. (g) US-Powergrid. (h) PGP algorithm. (i) CAIDA-project, etc.

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