Research Article

Name Disambiguation Based on Graph Convolutional Network

Table 4

Performance of the hybrid features vs. global features.

DatasetsHybrid featuresGlobal features
PreRecF1PreRecF1

AMiner-1865.5969.9665.7151.5153.8751.03
AMiner-1273.9478.2974.6256.9061.6557.74
BAT-CN84.9184.0783.4366.1278.6670.37
BAT-EN79.6694.6784.6277.8289.1581.90