%0 Journal Article
%T Method of multi-protocol network log two-step clustering<br>一种多协议网络日志二次聚类方法研究
%A YANG Jie
%A <br>杨杰
%J 计算机应用研究
%D 2012
%I 
%X To deal with large scale of Web log and related issues, and to provide brief data sources for the later log analysis, this paper proposed a method multi-protocol network log two-step clustering, which ploted every log into data grid and first clustering in the grid. Then according to similarity judgment, made the initial cluster grid secondary clustering. Finally output clustered log, some sparse data and outlier data. Through the test experiment, in the premise of ensuring the completeness and accuracy of log, and without affect the normal user network communication, the method can effectively compress log storage, reduce the time complexity and deal with actual dynamic data and realize incremental clustering.
%K Web log analysis
%K grid-based clustering
%K two-step clustering
%K incremental clustering<br>网络日志分析
%K 网格聚类
%K 二次聚类
%K 增量式聚类
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=A9D9BE08CDC44144BE8B5685705D3AED&aid=38AAB79AD8A56B53E19DC1612B6B43B2&yid=99E9153A83D4CB11&vid=771469D9D58C34FF&iid=F3090AE9B60B7ED1&sid=5E2637F5CE0399F6&eid=A72689827E57623D&journal_id=1001-3695&journal_name=计算机应用研究&referenced_num=0&reference_num=11