Name Disambiguation Based on Graph Convolutional Network

Table 3

Performance of GCN-based disambiguation method on each dataset.

Datasets	Name reference items	Real author entities	Papers	GCN			AGCN
				Pre	Rec	F1	Pre	Rec	F1
AMiner-18	100	6399	35129	65.59	69.96	65.71	68.00	67.74	65.87
AMiner-12	109	1546	7447	73.94	78.29	74.62	77.76	77.98	76.66
BAT-CN	94	307	4128	84.91	84.07	83.43	85.45	81.65	82.55
BAT-EN	15	35	1288	79.66	94.67	84.62	81.10	95.38	85.85
Average				76.03	81.75	77.10	78.08	80.69	77.73