An Optimization Ranking Approach Based on Weighted Citation Networks and P-Rank Algorithm

Table 3

Performance comparison of optimization ranking method with and .

Datasets				Spearman’s ranking correlation	Robustness
arXiv	—	—	2	0.5657	0.7946
	—	—	7	0.5025	0.7335
	—	—	10	0.4557	0.6984
Cora	—	—	2	0.2848	0.3884
	—	—	7	0.2500	0.3222
	—	—	10	0.2719	0.3678
MAG	—	—	2	0.4535	0.6201
	—	—	7	0.3779	0.5155
	—	—	10	0.4019	0.4399

Bold values indicate the best performance.