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Web日志挖掘数据预处理方法研究 被引量:1

Research of Data Preprocessing Method for Web Log Mining
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摘要 Web日志挖掘通过分析Web服务器的日志文件发现用户访问站点的浏览模式,预处理是保证高效、快速地挖掘到正确、有用的模式最为关键的环节.笔者分析了数据预处理的具体过程,并对数据预处理方法进行了深入的研究. Web log mining is used for users accessing the site to find browser mode by analyzing web server log file.Data preprocessing plays an important role to get right and useful browser mode efficiently and quickly.This paper analyzes the real process of data preprocessing,and research the method of data preprocessing deeply.
出处 《吉林建筑工程学院学报》 CAS 2010年第6期66-68,共3页 Journal of Jilin Architectural and Civil Engineering
基金 吉林建筑工程学院青年科技发展基金项目(J20091056)
关键词 WEB日志挖掘 数据预处理 个性化服务 Web log mining data preprocessing personalized service
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  • 1涂承胜,陆玉昌.Web使用挖掘技术研究[J].小型微型计算机系统,2004,25(7):1177-1184. 被引量:37
  • 2Levy A.Efficient Query Processing for Information - Gathering Agents[A].Proceedings of the Workshop on Intelligent Information Agents.Gaithersburg: MD.National Institute of Standards and Technology[ C],1994.
  • 3Hu X.Knowledge Discovery in Database: An Attribute - oriented Rough Set Approach [ D].University of Regina,Canada,1995.
  • 4杨炳儒.知识工程与知识发现[M].北京:冶金工业出版社,2001..
  • 5Zhang Feng, Chang Huiyou. Research and development in Web usage mining system-key issues and proposed solutions, a survey [J]. Machine Learning and Cybernetics, 2002, (2):986- 990.
  • 6Srivastava J, Cooley R, Deshpande M, Tan Pangning. Web usage mining:discovery and applications of usage patterns from web data[J]. SIGKDD Explorations ,2000, 1(2): 1-12.
  • 7Cohen E, Krishnamurthy B, Rexford J. Improving end-to-end performance of the web using server volumes and proxy filters [J]. ACM SIGCOMM Computer Communication Review, 1998, 28 (4) : 241-253.
  • 8Shahabi C, Zarkesh A, Adibi J, et al. Knowledge discovery from users web-page navigation [J].Proceedings of the IEEE RIDE97 Workshop, 1997,(4):20-29.
  • 9Chen M S, Park JS, Yu PS. Data mining for path traversal patterns in a web environment [J].Proceedings of the 16th ICDCS, IEEE, 1996, (5) :385-392.
  • 10Cooley R, Mobasher B, Srivastava J. Data preparation for mining world wide web browsing patterns[J].Knowledge and Information Systems, 1999, (1):127.

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