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Request classification is one of important strategies of Web QoS control. User behaviour analysis can make Web service more intelligent and personal, on which more and more attentions have been paid by the researchers. In this paper, we propose a method to classify Web request based on user behaviour analysis, and apply the classification to form Web QoS control strategy. This method includes three parts: acquiring click-stream sequence form Web logs, classifying userspsila click-stream sequence by KNN algorithm, and forming Web QoS control strategy according to the results of classification. Experiment results show that our method can achieve satisfactory effect of classification.