Research Article

BurstBiRank: Co-Ranking Developers and Projects in GitHub with Complex Network Structures and Bursty Interactions

Table 3

Correlation analysis.

MethodTop-20Top-50Top-100
ProjectDeveloperProjectDeveloperProjectDeveloper

PageRank-UW0.1618−0.05260.02110.03780.11900.0244
PageRank-CN−0.0686−0.1297−0.04620.02990.12320.0272
SVDRank-UW−0.2480−0.0897−0.36310.01970.01050.0773
SVDRank-CN0.08310.12210.01730.00920.04280.0321
SVDARank-UW−0.20000.0011−0.36690.02000.01210.0700
SVDARank-CN0.1024−0.02630.03050.01210.05030.0435
BiRank-UW0.0390−0.02630.02960.03950.11950.0071
BiRank-CN−0.0474−0.20540.02070.02010.03140.0534
BurstBiRank0.16330.16040.03150.12210.12570.0843