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XML文档自动聚类研究 被引量：16

Research on XML Documents Cluster
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摘要 本文在文本聚类的基础上对XML文档自动聚类进行了研究，对划分聚类法和层次聚类法进行了改进，使之适合于XML文档聚类；给出了元素比较法、边集比较法和编辑距离法等三种计算文档间相似度的方法，并利用实际数据进行了测试和分析。 On the basis of text cluster, the author makes an exploratory research on XML documents cluster, through the improvement on partition cluster and layer cluster, makes them can use on XML documents cluster. Then, the author discusses some method about XML documents similarity calculation.
作者 潘有能
机构地区 浙江大学信息资源管理系
出处 《情报学报》 CSSCI 北大核心 2006年第2期215-220,共6页 Journal of the China Society for Scientific and Technical Information
基金 本文为浙江大学“曙光”青年项目“基于XML的Web日志挖掘研究”（No：205000-362221）研究成果.
关键词 数据挖掘 文本聚类 XML data mining, text cluster, XML.
分类号 TP311.132 [自动化与计算机技术—计算机软件与理论]
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参考文献13

  • 1Richi Nayak,Rebecca Witt & Anton Tonev.Data Mining and Xml Documents.Proceedings of the 2002 International Conference on Internet Computing,2002
  • 2Andrew Nierman,H.V.Jagadish.Evaluating Structural Similarity in XML Documents.WebDB 2002
  • 3Elisa Bertino,Giovanna Guerrini,Marco Mesiti,Luigi Tosetto.Evolving a Set of DTDs According to a Dynamic Set of XML Documents.EDBT Workshops,2002
  • 4Elisa Bertino,Giovanna Guerrini,Marco Mesiti.Matching an XML Document against a Set of DTDs.ISMIS,2002
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  • 8S.Chawathe,A.Rajaman,H.Garcia-Molina,and J.Widom.Change Detection in Hierarchically Structured Information.In the Conference of Special Interest Group on Management of Data (SIGMOD),1996,493～504
  • 9郑仕辉,周傲英,张龙.XML文档的相似测度和结构索引研究[J].计算机学报,2003,26(9):1116-1122. 被引量：28
  • 10潘有能,邓三鸿.基于XML和关联规则的Web挖掘研究[J].现代图书情报技术,2004(7):30-34. 被引量：9

二级参考文献40

  • 1徐振航,刘莉芹.XML与面向Web的数据挖掘技术[J].软件世界,2000(10):120-122. 被引量：16
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共引文献65

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二级引证文献81

情报学报
2006年 第2期

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