Table 4 Local influence values of node v1 and its adjacent nodes.

From: Exploring influential nodes using global and local information

П(v2)

П(v3)

П(v4)

П(v5)

П(v6)

П(v8)

6.125

5.0

5.222222

3.125

2.857143

3.5

  1. Nodes v2 and v4 have the same degree and Ks values, but different similarity coefficient values, so their contribution values to node vi differ. Thus, it improves the discrimination degree values of the neighboring nodes.