一种基于用户结构和属性的无监督用户对齐方法

俞冬明,李苑,李智星,王国胤

An unsupervised user alignment method based on user structure and attribute

Dongming Yu,Yuan Li,Zhixing Li,Guoyin Wang

表3 不同数据集上不同算法对齐准确率的对比

Table 3 Accuracy of different algorithms on different datasets

Methods	Flickr?Lastfm	Flickr?Myspace	Douban	ACM?DBLP
Regal	0.01	0.01	0	0.003
IsoRank	0.4	0.36	0.07	0.21
NetAlign	0.43	0.45	0.01	0.03
UniAlign	0.1	0.03	0.01	0.01
Klau's Algorithm	0.38	0.4	0.07	0.12
FINAL	0.665	0.640	0.239	0.210
SPUAL	0.677	0.663	0.249	0.241