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Improvement of Web System Performance Using Data Mining 20022107 Junghee Lee([email protected]) 20032061 Jaeho Lee([email protected]) 20032044 Changsun Song([email protected]) Introduction If the usage pattern of users over the Web is known, the pattern is used to provide more intelligent and faster service to users in the Web. For example, when users have a pattern to access first A, next B, and C, the web site can prepare next services such as B and C, as the users access to the site A. The pattern can be recognized through analysis of the log files of web sites. In this paper we propose the consideration of performance calculation equations and implementation of the service using data mining as a topic. Objectives Understanding the concept of discrete mathematics Understanding the method of adjust the concept of discrete mathematics into the computer system. Understanding the techniques of Data Mining. Understanding the web traffic behavior and finding some solution such as web caching, load-balancing. Schedule Week 2th 2-4 Plan Proposal of the term topic th Research on the data mining , web log 5 – 6h 7 th 8 - 11 12 Research on the web traffic behavior Design & Mid presentation th th 13~14 Implementation Debugging th Prepare the final report & Final presentation Junghee Lee : design, implementation, and documentation Jaeho Lee : survey, design, and implementation Changsun Song : survey, design, and implementation Reference [1] Jaideep Srivastava, Robert Colley, Mukund Deshapnde, Pang-Ning Tan, “Web Usage Mining: Discovery and Applications of Usage Patterns from Web Data”, ACM SIGKDD, Jan 2000.
