Research on Application of Web Usage Mining in E-Government Personalized Information System

摘要：

After analyzing the users personalized demands for e-government system, this dissertation put forward a personalized information service framework based on web usage mining ,include data preparation model,data mining model and real time recommendation module. Then, researching on two key algorithms:frequent access paths mining, BIRCH algorithm.In the system ,we provide different service for different users, the quality of service has be promoted. Everyone could visit the site in his self way.Finally ,the design and development of Web Log Mining Experimental System.This system accomplished fundamental procedures and algorithms.The result of the test indicates:the system design this dissertation put forward is workable.

关键词： E-Government Personalized information service Web mining Web usage mining

作者: Liu Honglu Tian Zhihong

作者单位: Beijing Jiaotong University,Transport College,Beijing,P.R.China 100044

会议类型: 国际会议

会议名称: 2006 International Conference on Management Science and Engineering(2006管理科学与工程国际学术研讨会)

会议地点: 武汉

会议语种:英文

页码: 1297-1304

在线出版日期: 2006-11-08（万方平台首次上网日期，不代表论文的发表时间）