Abstract: PWICE is a usage-based Web personalization system taking account the full spectrum of Web mining technique. The system uses transaction clustering,usage clustering,and association rule discovery to extract usage knowledge from server log file, and combine with the current status of an ongoing Web activity to perform real-time personalization. Experiments show the system has good performance.