The continuous use of the internet for day-to-day, operations by businesses man, private sector and government has created a great demand for internet applications. In such kind of application web server/application server plays vital role. One of the techniques is to test the functionality of web applications affect user session data received from the web servers. This technique automatically generates test cases on the behalf of user profiles. This paper is the internet application of concept analysis for clustering user sessions has been reduced.