Skip to main content

Table 4 Basic network characteristics of six interaction networks

From: Multimodal game bot detection using user behavioral characteristics

  Party Friendship Trade Whisper Mail Shop
  Bot Human Bot Human Bot Human Bot Human Bot Human Bot Human
Nodes 1756 33,924 479 24,628 4003 30,640 434 16,209 4848 28,362 305 7001
Edges 2463 862,021 749 174,626 9809 162,236 656 248,133 12,873 76,844 362 11,824
Avg. degree 1.4 25.41 1.56 7.09 2.45 5.29 1.51 15.31 2.66 2.71 1.19 1.7
Network diam. 22 15 9 15 25 18 23 12 9 24 5 28
Avg. C.C. 0.1 0.07 0.07 0.09 0.41 0.08 0.01 0.05 0.12 0.19 0.12 0.01
Avg. path len. 6.14 3.77 2.18 4.7 5.66 5.41 6.41 3.65 2.16 7.55 1.58 8.14
  1. The average degree of all interaction networks of the human group is higher than that of the game bot group. This shows that game bots do not enjoy socializing with other users