期刊文献+

Web日志挖掘在电子商务推荐中的应用 被引量:2

The Application of Electronic Commerce Recommendation Based on Web Log Mining
下载PDF
导出
摘要 介绍电子商务和Web数据挖掘的概念,并介绍Web使用挖掘中应用最多的技术——Web日志挖掘.重点阐述了日志挖掘算法——关联规则的有关知识,以及改进的频繁项目集生成算法Apriori和强关联规则生成算法,并结合实例进行了分析研究. This thesis introduced the concept of electronic commerce and Web data mining and introduced the technology of Web log mining. The thesis strongly expatiated on the knowledge of log mining algorithm - association rule, the improved frequent item set production algorithm and the strong association rule production algorithm. At last, the thesis made the description of the production association model and researched with the example.
作者 张福泉
出处 《怀化学院学报》 2009年第5期88-91,共4页 Journal of Huaihua University
关键词 电子商务推荐 WEB日志挖掘 关联规则 electronic commerce recommendation Web log mining association rule
  • 相关文献

参考文献3

  • 1涂承胜,鲁明羽,陆玉昌.Web挖掘研究综述[J].计算机工程与应用,2003,39(10):90-93. 被引量:49
  • 2(美)Pang-NingTan,(美)MichaelSteinbach,(美)VipinKumar著,范明,范宏建等.数据挖掘导论[M]人民邮电出版社,2006.
  • 3J. Ben Schafer,Joseph A. Konstan,John Riedl. E-Commerce Recommendation Applications[J] 2001,Data Mining and Knowledge Discovery(1-2):115~153

二级参考文献25

  • 1[1]Zainane O R et al. Multimediaminer:a system protoype for multime-dia data mining[C].In:proc ACM SIGMOD Int Conf On managementof Data, 1998:581~583
  • 2[2]Etzioni O.The World Wide Web:Quagmire or gold mine[J].Communi-cations of ACM, 1996; 39 ( 11 ) :65~68
  • 3[3]Feldman R,DaganI.Knowledge discovery in textual databases(KDT) [C].In:Proc of 1st Int'l Conf on Knowledge Discovery and Data Mi-ning. Montreal, Canada, 1995:112~117
  • 4[4]Chakrabarti S.Data mining for hypertext:a tutorial survey[J].SIGKDDExploration ,2000; 1 (2): 1~11
  • 5[5]Gravano L,Garcia-Molina H,Tomasic A.The effectiveness of giossfor the text database discovery problem[C].In:SIGMOD'94 Minneapo-lis,MN, 1994:126~137
  • 6[6]Cooley R, Mobasher B,Srivastava J.Web mining: Information and pat-tern discovery on the World Wide Web[C].In:Proc of the 9th Int'lConf on Tools with Artificial Intelligence ( ICTAI'97 ) , CA, 1997:558~567
  • 7[7]Perkowitz M ,Etzioni O.Adaptive sites:Automatically learning fromuser access patterns[C].In:Proc of 6th Intq World Wide Web ConfSanta Clara,California, 1997
  • 8[8]Pitkow J.In search of reliable usage data on the WWW[C].In:Procof 6th Int'l World Wide Web Conf Santa Clara,California,1997
  • 9[9]Chakrabarti S,Dom B E et al. Mining the Web's link structure[J].Computer, 1999; 32 ( 18 ): 60~67
  • 10[10]Kleinberg J M ,Tomkins A.Application of linear algebra in informa-tion retrieval and hypertext analysis[C].In:Pmc of 18th ACM Symp.Philadelphia, PA, 1999:185~ 193

共引文献48

同被引文献11

引证文献2

二级引证文献16

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