Table 7 Kendall correlation coefficient between eight algorithms and the SIR spreading model in all networks.
From: Measurement of influential nodes in networks based on community structure information entropy
\(\beta _{th}\) | \(\beta\) | \(\tau (DC)\) | \(\tau (BC)\) | \(\tau (KS)\) | \(\tau (CBC)\) | \(\tau (CBM)\) | \(\tau (ICC)\) | \(\tau (EnRenew)\) | \(\tau (LCE)\) | |
|---|---|---|---|---|---|---|---|---|---|---|
Karate | 0.129 | 0.13 | 0.754 | 0.652 | 0.69 | 0.5723 | 0.6866 | 0.8332 | 0.7108 | 0.8814 |
Football | 0.093 | 0.10 | 0.7514 | 0.2659 | 0.1319 | 0.1465 | 0.7167 | 0.1755 | 0.5124 | 0.8029 |
Usair | 0.022 | 0.04 | 0.7638 | 0.5623 | 0.7980 | 0.8304 | 0.7403 | 0.8444 | 0.7337 | 0.8832 |
Netscience | 0.124 | 0.13 | 0.6256 | 0.3956 | 0.5683 | 0.5519 | 0.5452 | 0.6099 | 0.6878 | 0.7423 |
Elegans | 0.025 | 0.04 | 0.6978 | 0.6920 | 0.7472 | 0.6920 | 0.6269 | 0.7784 | 0.6124 | 0.8280 |
0.053 | 0.06 | 0.7913 | 0.6308 | 0.8201 | 0.7762 | 0.7789 | 0.7795 | 0.7739 | 0.8449 | |
Euroroad | 0.333 | 0.34 | 0.6037 | 0.4033 | 0.6017 | 0.5118 | 0.4289 | 0.6346 | 0.5938 | 0.7559 |
PowerGrid | 0.258 | 0.26 | 0.5899 | 0.4183 | 0.5044 | 0.4646 | 0.5005 | 0.3843 | 0.5049 | 0.7136 |
