%0 Journal Article
%T Study on GSNPP Algorithm Based Privacy-preserving Approach in Social Networks<br>一种基于GSNPP算法的社交网络隐私保护方法研究
%A WEI Wei LI Yang ZHANG Wei-qun
%A <br>韦伟
%A 李杨
%A 张为群
%J 计算机科学
%D 2012
%I 
%X With the rapid development of network information technology, social networks have sprung up. For the protection of their privacy, we proposed a GSNPP algorithnrbased privacy-preserving approach. By clustering the nodes in social networks,and then making generalization not only within cluster but also among clusters,the approach processes the social networks anonymously, to achieve the purpose of privacy protection, then quantifies the information loss of different types in the process of the anonymity of social networks. At last, the results of experiment demonstrate the feasibility and validity of the approach.
%K Social networks
%K Privacy preserve
%K Cluster approach
%K k-anonymity<br>社交网络
%K 隐私保护
%K 聚类方法
%K k-匿名
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=64A12D73428C8B8DBFB978D04DFEB3C1&aid=64488958E8AA8ED377AF8C7436B11201&yid=99E9153A83D4CB11&vid=7C3A4C1EE6A45749&iid=38B194292C032A66&sid=DBF54A8E2A721A6D&eid=F24949CFDB502409&journal_id=1002-137X&journal_name=计算机科学&referenced_num=0&reference_num=0