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决策树在XML数据库挖掘中的研究 被引量:2

Research on data mining of decision tree in XML database
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摘要 传统数据挖掘是基于关系型数据库的,XML技术的出现,使它在短时间内成为表示和交换信息的标准,为数据挖掘提供了新的方法。对决策树、XML技术作了简要介绍,并对基于XML的数据挖掘基本过程进行了探讨研究,提出了一种决策树在XML数据库挖掘的分析模型。最后,通过一个实例来说明如何利用这个模型进行数据挖掘,并指明了今后的研究方向。 Traditional data mining is based on relational database, XML (extensible markup language) technology has become as a standard for representing and exchanging information in a short period of time, a new data mining method is provided, the decision tree and XML technologies is introduced, as well as XML-based data mining basic process of the study. Then a novel model of the decision tree analysis based on the XML database is presented. Finally, through an example how to use this model for data mining is illustrated, and the direction of future research in the decision tree is pointed out.
出处 《计算机工程与设计》 CSCD 北大核心 2008年第14期3663-3665,3668,共4页 Computer Engineering and Design
关键词 决策树 ID3算法 信息论 扩展标记语言 数据库 数据挖掘 decision tree ID3 algorithm information theory XML database data mining
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  • 1王熙照,游自英.决策树简化(剪切)方法综述[J].计算机工程与应用,2004,40(27):66-69. 被引量:13
  • 2Han H,Giles CL,Mnavoglu E,et al.The ACM/IEEE joint conf.on digital libraries(JCDL)[C].New York:ACM Press,2003. 被引量:1
  • 3Kern R,van Hateren J H,Egelhaaf M.Representation of bchaviourally relevant information by blowfly motion-sensitive visual interneurons requires precise compensatory head movements[J].J Exp Biol,2006,209:1251-1260. 被引量:1
  • 4Gupta S,Kaiser Ge,Crimm P,et al.Automating content extraction of HTML documents[M].Netherlands:Kluwer Academic Publishers,2004. 被引量:1
  • 5Sahuguet A,Azavant F Building intelligent Web applications using lightweight wrappers[J].Data and Knowledge Engineering,2001,36(3):283-316. 被引量:1
  • 6Seymore K,McCallum A,Rosenreid R.Learning hidden Markov model structure for information extraction[C].Workshop on Machine Learning for Information Extraction,Cambridge:MIT Press,1999:37-42. 被引量:1
  • 7Pawlak Z. Rough set, International Journal of Computer and Informa- tion Sciences, 1982 ; 11 ( 5 ) :341--356. 被引量:1
  • 8Pawlak Z. Rough set theory and it s applications to data analysis. In- ternational Journal of Cybernetics and Systems, 1998; 29 ( 7 ) : 661---688. 被引量:1
  • 9W3C. Extensible Markup Language (XML) 1.0 ( Fifth Edition) ,http ://www. w3. org/TR/2008/REC-xml-20081126/. 被引量:1
  • 10哈罗德,刘文红.Java语言与XML处理教程:SAX,DOM,JDOM,JAXP与TrAX指南.北京:电子工业出版社,2003. 被引量:1

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