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Towards a Methodology for Validation of Centrality Measures in Complex Networks
Figure 8
In the Dolphin Social Network, the graphs show a correlation between the frequency of the nodes and the centrality in the dolphin social network with n = 62.
Figure 8a shows the Degree Centrality; there is only one node having maximum value and 9 nodes having the minimum value
. Figure 8b shows the Betweenness Centrality; there is only one node having maximum value
and 22 nodes having the minimum value
. Figure 8c shows the Closeness Centrality; there are 4 nodes having maximum value
and only one node having the minimum value
. Figure 8d shows the Eccentricity Centrality; there are 10 nodes having maximum value
and 8 nodes having the minimum value
. Figure 8e shows the Eigenvector Centrality; there is only one node having maximum value
and 22 nodes having the minimum value
. (a) Degree Centrality. (b) Betweenness Centrality. (c) Closeness Centrality. (d) Eccentricity Centrality. (e) Eigenvector Centrality.