Characterizing browsing strategies in the World-Wide Web
Proceedings of the Third International World-Wide Web conference on Technology, tools and applications
Proceedings of the fifth international World Wide Web conference on Computer networks and ISDN systems
From user access patterns to dynamic hypertext linking
Proceedings of the fifth international World Wide Web conference on Computer networks and ISDN systems
Web prefetching between low-bandwidth clients and proxies: potential and performance
SIGMETRICS '99 Proceedings of the 1999 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Measuring similarity of interests for clustering web-users
ADC '01 Proceedings of the 12th Australasian database conference
HPC '00 Proceedings of the The Fourth International Conference on High-Performance Computing in the Asia-Pacific Region-Volume 2 - Volume 2
Knowledge discovery from users Web-page navigation
RIDE '97 Proceedings of the 7th International Workshop on Research Issues in Data Engineering (RIDE '97) High Performance Database Management for Large-Scale Applications
Determining WWW User's Next Access and Its Application to Pre-fetching
ISCC '97 Proceedings of the 2nd IEEE Symposium on Computers and Communications (ISCC '97)
Characteristics of WWW Client-based Traces
Characteristics of WWW Client-based Traces
Cost-aware WWW proxy caching algorithms
USITS'97 Proceedings of the USENIX Symposium on Internet Technologies and Systems on USENIX Symposium on Internet Technologies and Systems
Active cache: caching dynamic contents on the Web
Middleware '98 Proceedings of the IFIP International Conference on Distributed Systems Platforms and Open Distributed Processing
Replication for web hosting systems
ACM Computing Surveys (CSUR)
Replication for web hosting systems
ACM Computing Surveys (CSUR)
Web user behaviors prediction system using trend similarity
SMO'07 Proceedings of the 7th WSEAS International Conference on Simulation, Modelling and Optimization
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
COWES: Web user clustering based on evolutionary web sessions
Data & Knowledge Engineering
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
COWES: clustering web users based on historical web sessions
DASFAA'06 Proceedings of the 11th international conference on Database Systems for Advanced Applications
Using SOM to clustering of web sessions extracted by techniques of web usage mining
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
You are how you click: clickstream analysis for Sybil detection
SEC'13 Proceedings of the 22nd USENIX conference on Security
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One important research topic in web usage mining is the clustering of web users based on their common properties. Informative knowledge obtained from web user clusters has been used for many applications, such as the prefetching of pages between web clients and proxies. This paper presents an approach for measuring similarity of interests among web users from their past access behaviors. The similarity measures are based on the user sessions extracted from the user's access logs. A multilevel scheme for clustering largenumber of web users is proposed, as an extension to the method proposed in our previous work [15]. Experiments have been conducted and the results have shown that our clustering method is capable of clustering web users with similar interests.