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
Database techniques for the World-Wide Web: a survey
ACM SIGMOD Record
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
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
Non-crisp Clustering by Fast, Convergent, and Robust Algorithms
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Categorizing Visitors Dynamically by Fast and Robust Clustering of Access Logs
WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development
Clustering of Web Users Using Session-Based Similarity Measures
ICCNMC '01 Proceedings of the 2001 International Conference on Computer Networks and Mobile Computing (ICCNMC'01)
A Monotonic On-Line Linear Algorithm for Hierarchical Agglomerative Classification
Information Technology and Management
Characterizing customer groups for an e-commerce website
EC '04 Proceedings of the 5th ACM conference on Electronic commerce
Discovering user access pattern based on probabilistic latent factor model
ADC '05 Proceedings of the 16th Australasian database conference - Volume 39
Discovering task-oriented usage pattern for web recommendation
ADC '06 Proceedings of the 17th Australasian Database Conference - Volume 49
Data & Knowledge Engineering
Visualizing Blogsphere Using Content Based Clusters
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Adaptive Web SitesA Knowledge Extraction from Web Data Approach
Proceedings of the 2008 conference on Adaptive Web Sites: A Knowledge Extraction from Web Data Approach
Same places, same things, same people?: mining user similarity on social media
Proceedings of the 2010 ACM conference on Computer supported cooperative work
Web page clustering: a hyperlink-based similarity and matrix-based hierarchical algorithms
APWeb'03 Proceedings of the 5th Asia-Pacific web conference on Web technologies and applications
A comparative study of signature based indexes for efficient retrieval of temporal patterns
Proceedings of the International Conference & Workshop on Emerging Trends in Technology
A web recommendation technique based on probabilistic latent semantic analysis
WISE'05 Proceedings of the 6th international conference on Web Information Systems Engineering
A similarity-aware multiagent-based web content management scheme
ICMLC'05 Proceedings of the 4th international conference on Advances in Machine Learning and Cybernetics
Web data protection: principles and research issues
EDBT'04 Proceedings of the 2004 international conference on Current Trends in Database Technology
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
Efficient content-based indexing of sequential data with bitmaps
Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology
Mining expertise and interests from social media
Proceedings of the 22nd international conference on World Wide Web
Novel Approaches for Integrating MART1 Clustering Based Pre-Fetching Technique with Web Caching
International Journal of Information Technology and Web Engineering
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There has been an increased demand for understanding of web-users due to the web development and the increased number of web-based applications. Informative knowledge extracted from web user access patterns has been used for many applications, such as the prefetching of pages between clients and proxies. This paper presents an approach for measuring similarity of interests among web users, based on the interest items collected from web user's access logs. A matrix-based algorithm is then developed to cluster web users such that the users in the same cluster are closely related with respect to the similarity measure. As an application example, a web document pre-fetching technique is proposed that utilize the similarity measure and clusters obtained. Experiments have been conducted and the results have shown that our clustering method is capable of clustering web users with similar interests, and the prefetching method is practical.