Name Disambiguation Based on Graph Convolutional Network

Table 2

The performance of the disambiguation method on individual datasets.

Datasets	AMiner-18			AMiner-12			BAT-CN			BAT-EN
	Pre	Rec	F1	Pre	Rec	F1	Pre	Rec	F1	Pre	Rec	F1
GCN	65.59	69.96	65.71	73.94	78.29	74.62	84.91	84.07	83.43	79.66	94.67	84.62
HAC	70.66	46.28	54.40	67.88	58.38	60.88	67.72	60.95	63.26	86.31	86.79	86.45
Rule	89.19	37.06	47.31	99.46	52.43	64.23	96.44	35.31	46.94	96.93	49.40	60.54
Graph autoencoder	71.95	57.16	62.03	72.95	56.39	62.11	78.28	75.27	75.80	79.96	84.73	81.89