Identifying Super-Spreader Nodes in Complex Networks
Table 2
Comparison of simulation results from different measures (including our proposed method) in experiments using the real-world networks shown in Table 1.
Network name Giant connected component (GCC)
and = 50
Degree
Betweenness
Closeness
-core
Neighbor-core
PageRank
Proposed
ca-AstroPh
ca-CondMat*
ca-GrQc*
ca-HepPh
ca-HepTh*
Jazz-Musicians
Email-Contacts*
Email-Enron
CelegansNeural
Dolphins
LesMis
NetScience*
PolBlogs*
Inside leading group number:
9
7
9
5
11
7
12
Average rank:
3.4615
5.0000
3.8461
5.4615
3.0
4.6923
2.6153
Network result shown in Figure 1. Bold: measurement result is inside the leading network group. Subscript: rank of network in the measurement.