期刊文献+

Web数据挖掘技术研究 被引量:13

Research of Data Mining Techniques
下载PDF
导出
摘要 Web数据挖掘就是利用数据挖掘技术从网络文档和服务中发现和提取信息。Web数据挖掘是一种新兴的边缘科学技术,他涉及到机器学习、数据挖掘、信息检索、自然语言处理、数据库以及人工智能等技术,可用于网络检索、网站建设以及电子商务等方面。根据数据挖掘对象的不同可以将Web数据挖掘分为3类:Web内容挖掘、Web结构挖掘和Web访问信息挖掘。 Web data mining is the use of data mining techniques to automatically discover and extract information from World Wide Web documents and services. Web data mining is a new research area and involves several research communities, such as ML,DM,IR,NLP,DB and AI. It can be used in Web retrieval,Web sites construction and E - commerce. Based on the different mining objects,Web mining can be categorized into three catalogs:Web content mining,Web structure mining and Web usage mining.
作者 薛鸿民
机构地区 陕西教育学院
出处 《现代电子技术》 2006年第15期99-101,共3页 Modern Electronics Technique
关键词 信息检索 数据挖掘 WEB内容挖掘 WEB结构挖掘 WEB访问信息挖掘 information retrieval data mining Web content mining Web structure mining Web usage mining
  • 相关文献

参考文献5

  • 1Etzioni O.The World Wide Web:Quagmire or Gold Mine[J].Communications of ACM,1996,39(11):65-68.
  • 2Jiawei Han,Micheline Kamber.Data Mining:Concepts and Techniques[M].Morgan Kaufmann Publishers,2000.
  • 3Osmar R Za ane,Jiawei Han,LI Zenian,el al.Multi-media Miner:A System Prototype for Multimedia Data Mining[C].SIGMOD Conference 1998:581-583.
  • 4Kleinberg J.Authoritative Sources in a Hyperlinked Environment.In ACM-SIAM Symposium on Discrete Algorithms,1998.
  • 5乔智勇,刘志镜.Web数据挖掘系统的设计及实现研究[J].计算机工程与设计,2002,23(7):36-38. 被引量:17

二级参考文献7

  • 1[1]Steve Lawrence, Lee Giles C. Searching the World Wide Web [J]. Science. 1998,280:98-100.
  • 2[2]Steve Lawrence, Lee GilesC. Accessibility of Information on the Web [J]. Nature. 1999,400:107-109.
  • 3[3]http://www.eefind.com[EB].
  • 4[4]Etzioni O. The World Wide Web: quagmire or gold mine? [J]. Communications of ACM, 1996 ,39(11), 65-68.
  • 5[5]Robert Walker Cooley. Web Usage Mining: Discovery and Application of Interesting Patters from Web Data [D]. University of Minnesota ,2000,5.
  • 6[6]Kleinberg J. Authoritative Sources in a Hyperlinked Environment[C].In ACM-SIAM Symposium on Discrete Algorithms , 1998.
  • 7[7]Brin S , Page L. The Anatomy of a Large-scale Hypertextual Web Search Engine[C]. In 7th International World Wide Web Conference , Brisbane, Australia, 1998.

共引文献16

同被引文献50

引证文献13

二级引证文献26

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部