%0 Journal Article %T Automatic construction of knowledge tree based on text clustering
一种基于文本分类的知识树自动构建方法 %A ZHONG Jiang %A LIU Jie %A
钟将 %A 刘杰 %J 计算机应用研究 %D 2010 %I %X The construction and maintenance of the knowledge tree is an important and time-consuming task in a knowledge management system(KMS).This paper presented a novel method to construct the knowledge tree based on text clustering.Because it's difficult to extract concepts and vocabulary corresponding to nodes in knowledge tree while clustering by traditional K-means and SOM algorithms,selected PLSA(probabilistic latent semantic analysis) to construct knowledge tree.Experiment shows that the clustering accuracy ... %K PLSA %K latent semantic space %K knowledge management %K knowledge tree
概率潜在语义分析 %K 潜在语义空间 %K 知识管理 %K 知识树 %U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=A9D9BE08CDC44144BE8B5685705D3AED&aid=55EC7F97F0CC7F0B65F7904B900DA4D3&yid=140ECF96957D60B2&vid=DB817633AA4F79B9&iid=0B39A22176CE99FB&sid=D93AD940782892D0&eid=A94616C4391AA5EF&journal_id=1001-3695&journal_name=计算机应用研究&referenced_num=0&reference_num=8