%0 Journal Article
%T Markov logic networks based link prediction<br>Markov逻辑网在链接预测中的应用*
%A ZHANG Yu-fang
%A KONG Run
%A XIONG Zhong-yang
%A TIAN Yuan
%A SHU Fang-jun
%A <br>张玉芳
%A 孔润
%A 熊忠阳
%A 田源
%A 舒方俊
%J 计算机应用研究
%D 2011
%I 
%X The traditional identically,independent and identically distributed(IID) model brings a lot of noise,resulting in bad performance in link prediction.In order to solve this problem,this paper used Markov logic networks(MLNs) in link prediction.Markov logic networks was a new statistical relational learning(SRL) model in which Markov networks and the first-order logic combined together.It focused on applying Markov logic networks to build a relational model,so as to predict the existence and the type of links...
%K Link Prediction
%K Markov logic networks
%K Markov networks
%K Statistical relational learning
%K Machine learning<br>链接预测
%K Markov逻辑网
%K Markov网
%K 统计关系学习
%K 机器学习
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=A9D9BE08CDC44144BE8B5685705D3AED&aid=624C22DEC0AAB2A70F80375AD4EF434C&yid=9377ED8094509821&vid=D3E34374A0D77D7F&iid=B31275AF3241DB2D&sid=652823AEB83E4347&eid=0457E3D977B9FECD&journal_id=1001-3695&journal_name=计算机应用研究&referenced_num=0&reference_num=15