Analysis and design of server informative WWW-sites
CIKM '97 Proceedings of the sixth international conference on Information and knowledge management
SpeedTracer: a Web usage mining and analysis tool
IBM Systems Journal
Towards adaptive Web sites: conceptual framework and case study
WWW '99 Proceedings of the eighth international conference on World Wide Web
Efficient Data Mining for Path Traversal Patterns
IEEE Transactions on Knowledge and Data Engineering
Mining in the Phrasal Frontier
PKDD '97 Proceedings of the First European Symposium on Principles of Data Mining and Knowledge Discovery
Fast Algorithms for Mining Association Rules in Large Databases
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
Discovering Web Access Patterns and Trends by Applying OLAP and Data Mining Technology on Web Logs
ADL '98 Proceedings of the Advances in Digital Libraries Conference
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
Web Mining: Information and Pattern Discovery on the World Wide Web
ICTAI '97 Proceedings of the 9th International Conference on Tools with Artificial Intelligence
Mining interesting knowledge from weblogs: a survey
Data & Knowledge Engineering
Computational Intelligence techniques for Web personalization
Web Intelligence and Agent Systems
A web page usage prediction scheme using sequence indexing and clustering techniques
Data & Knowledge Engineering
Two-phase data warehouse optimized for data mining
BIRTE'06 Proceedings of the 1st international conference on Business intelligence for the real-time enterprises
A web-page usage prediction scheme using weighted suffix trees
SPIRE'07 Proceedings of the 14th international conference on String processing and information retrieval
Model-driven development of multidimensional models from web log files
ER'10 Proceedings of the 2010 international conference on Advances in conceptual modeling: applications and challenges
Towards a model-driven framework for web usage warehouse development
ER'11 Proceedings of the 30th international conference on Advances in conceptual modeling: recent developments and new directions
Improving the web usage analysis process: a UML model of the ETL process
WebKDD'04 Proceedings of the 6th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
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Analyzing Web Logs for usage and access trends can not only provide important information to web site developers and administrators, but also help in creating adaptive web sites. While there are many existing tools that generate fixed reports from web logs, they typically do not allow ad-hoc analysis queries. Moreover, such tools cannot discover hidden patterns of access embedded in the access logs. We describe a relational OLAP (ROLAP) approach for creating a web-log warehouse. This is populated both from web logs, as well as the results of mining web logs. We discuss the design criteria that influenced our choice of dimensions, facts and data granularity. A web based ad-hoc tool for analytic queries on the warehouse was developed. We present some of the performance specific experiments that we performed on our warehouse.