Table 4 Basic network characteristics of six interaction networks
From: Multimodal game bot detection using user behavioral characteristics
Party | Friendship | Trade | Whisper | 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 |