期刊文献+

电子商务数据挖掘中的预处理技术

下载PDF
导出
摘要 对电子商务网站的用户访问模式挖掘中数据预处理阶段所采用的技术做了全面的研究。给出了新的框架网页过滤技术、识别搜索引擎Robot产生的访问记录的技术、会话子序列生成以及用户会话语义序列的生成方法。
作者 郭伟刚
出处 《通信学报》 EI CSCD 北大核心 2005年第B01期275-278,共4页 Journal on Communications
  • 相关文献

参考文献5

  • 1SEIGERM MADSENMR LANGSTONJ etal 陆昌辉 张光剑 陈佐 译.点击流数据仓库[M].北京:电子工业出版社,2004..
  • 2MONTGOMERY A L, LI S B, SRINIVASAN K, et al. Predicting online purchase conversion using Web path analysis[EB/OL].http://gsbwww.uchicago.edu/kiits/research/qme/papers/onlinepurchase.pdf,2003.
  • 3COOLE R, MOBASHER B, SRIVASTAVA J, et al. Data preparation for mining world wide Web browsing patterns[J].Knowledge and Information Systems, 1999, 1 (1): 17-24.
  • 4王实,高文,李锦涛.基于用户访问事务文法的序列关联规则发现[J].软件学报,2001,12(10):1503-1509. 被引量:5
  • 5WENDY W M. Buying, searching, or browsing: differentiating between online shoppers using in-store navigational click stream[J]. Journal of Consumer Psychology, 2003, 13 (1&2): 29-40.

二级参考文献8

  • 1[1]Borges, J., Levene, M. Data mining of user navigation patterns. In: Brij, Masand, ed. The Web Usage Analysis and User Profiling Workshop. San Diego, CA: ACM Press, 1999. 31~36.
  • 2[2]Cooley, R., Mobasher, B., Srivastava, J., et al. Data preparation for mining world wide web browsing patterns. Knowledge and Information Systems, 1999,1(1):17~24.
  • 3[3]Stort, R. Web Site Stats: Tracking Hits and Analyzing Traffic. Osborne: McGraw-Hill, 1997.
  • 4[4]Agrawal, R., Srikant, R. Fast algorithms for mining association rules. In: Fayyad, U., ed. Proceedings of the 20th VLDB Conference. Santiago, Chile: IEEE Society Press, 1994. 487~499.
  • 5[5]Wexelblat, A., Maes, P. Footprints: history-rich web browsing. In: Jan, Pedersen, ed. Proceedings of the Conference on Computer-Assisted Information Retrieval (RIAO). New York: IEEE Society Press, 1997. 75~84.
  • 6[6]Spiliopoulou, M. The laborious way from data mining to web mining. International Journal of Computing Systems, Science and Engineering, 1999,3(2):42~47.
  • 7[7]Luotonen, A. The common log file format. 1995. http://www.w3.org/pub/WWW/.
  • 8[8]Rosenfeld, R. A maximum entropy approach to adaptive statistical language modeling. Computer, Speech, and Language, 1996,10(1):51~67.

共引文献6

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