SpeedTracer: a Web usage mining and analysis tool
IBM Systems Journal
WUM - A Tool for WWW Ulitization Analysis
WebDB '98 Selected papers from the International Workshop on The World Wide Web and Databases
A web personalization system based on web usage mining techniques
Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters
Data mining in evaluation of internet path performance
IEA/AIE'2004 Proceedings of the 17th international conference on Innovations in applied artificial intelligence
A workload characterization study of the 1998 World Cup Web site
IEEE Network: The Magazine of Global Internetworking
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This paper presents the usage of a general domain-independent data mining system in discovering of the Web user access patterns. DB2 Intelligent Miner for Data was successfully used in data mining of a huge Web log which was collected during the World FIFA Cup 1998. The clustering, associations and sequential pattern mining functions were considered in the context of Web usage mining. The clustering method was found the most profitable and the discovered usage patterns can be used in Web personalization and recommendation systems.