A Research Framework of Web Search Engine Usage Mining

摘要：

The log files of search engines record the interactive procedure between users and the system completely. Mining the logs can help us to discover the characteristics of user behaviors and to improve the performance of search systems. This paper gives a framework on Web search engine usage mining, which includes the choice of data collections, the methods of data preprocessing, and an analysis and comparison of search behaviors from different countries. We also explore its applications on improving the effectiveness and efficiency of search engines.

关键词： search engine user log web usage mining user behaviors

作者: Jimin WANG Mingzi LILEI Tao MENG

作者单位: Department of Information Management. Peking University, Beijing, China, 100871 School of Electronics Engineering and Computer Science, Peking University, Beijing, China, 100871

会议类型: 国际会议

会议名称: International Council for Scientific and Technical Information Annual Conference(国际科技信息委员会2011年夏季年会 ICSTI 2011)

会议地点: 北京

会议语种:英文

页码: 151-157

在线出版日期: 2011-06-07（万方平台首次上网日期，不代表论文的发表时间）