Table 4.
The final spreading scopes F(tc) for the nine real networks under different ranking algorithms. n is the total number of nodes, P is the ratio of the number of source spreaders and β is the infection rate.
Datasets | Algorithms | Final spreading scopes | Time steps | n | β | P |
---|---|---|---|---|---|---|
OClinks | DC | 0.157 | 39 | 1899 | 0.02 | 0.0053 |
BC | 0.14 | 35 | ||||
EC | 0.146 | 35 | ||||
LR | 0.157 | 31 | ||||
PR | 0.138 | 42 | ||||
FA | 0.163 | 40 | ||||
CR | 0.188 | 36 | ||||
Ego-Facebook | DC | 0.383 | 54 | 4039 | 0.01 | 0.0025 |
BC | 0.381 | 52 | ||||
EC | 0.298 | 58 | ||||
LR | 0.302 | 51 | ||||
PR | 0.384 | 40 | ||||
FA | 0.374 | 56 | ||||
CR | 0.396 | 33 | ||||
Soc-Epinions | DC | 0.107 | 41 | 75879 | 0.01 | 0.0001 |
BC | 0.105 | 46 | ||||
EC | 0.106 | 42 | ||||
LR | 0.105 | 43 | ||||
PR | 0.108 | 41 | ||||
FA | 0.105 | 43 | ||||
CR | 0.110 | 40 | ||||
Wiki-Vote | DC | 0.288 | 35 | 7115 | 0.01 | 0.0014 |
BC | 0.292 | 45 | ||||
EC | 0.301 | 42 | ||||
LR | 0.296 | 42 | ||||
PR | 0.292 | 41 | ||||
FA | 0.296 | 36 | ||||
CR | 0.305 | 34 | ||||
Ca-HepPh | DC | 0.124 | 41 | 12008 | 0.01 | 0.0008 |
BC | 0.123 | 61 | ||||
EC | 0.115 | 53 | ||||
LR | 0.119 | 44 | ||||
PR | 0.119 | 55 | ||||
FA | 0.120 | 40 | ||||
CR | 0.129 | 39 | ||||
Email-Enron | DC | 0.095 | 45 | 36692 | 0.01 | 0.0003 |
BC | 0.102 | 43 | ||||
EC | 0.105 | 40 | ||||
LR | 0.102 | 44 | ||||
PR | 0.101 | 46 | ||||
FA | 0.099 | 44 | ||||
CR | 0.106 | 41 | ||||
Ca-CondMat | DC | 0.355 | 66 | 23133 | 0.05 | 0.0004 |
BC | 0.0.47 | 56 | ||||
EC | 0.355 | 48 | ||||
LR | 0.349 | 66 | ||||
PR | 0.350 | 63 | ||||
FA | 0.355 | 55 | ||||
CR | 0.365 | 48 | ||||
Ca-GrQc | DC | 0.141 | 49 | 5242 | 0.06 | 0.0019 |
BC | 0.146 | 48 | ||||
EC | 0.167 | 48 | ||||
LR | 0.172 | 51 | ||||
PR | 0.153 | 45 | ||||
FA | 0.168 | 51 | ||||
CR | 0.182 | 41 | ||||
Email-Eu-core | DC | 0.398 | 34 | 1005 | 0.01 | 0.01 |
BC | 0.383 | 35 | ||||
EC | 0.357 | 41 | ||||
LR | 0.406 | 37 | ||||
PR | 0.362 | 40 | ||||
FA | 0.407 | 37 | ||||
CR | 0.430 | 33 |