Discovery and Evaluation of Aggregate Usage Profiles for Web Personalization
Data Mining and Knowledge Discovery
A Framework for Efficient and Anonymous Web Usage Mining Based on Client-Side Tracking
WEBKDD '01 Revised Papers from the Third International Workshop on Mining Web Log Data Across All Customers Touch Points
Analysis of navigation behaviour in web sites integrating multiple information systems
The VLDB Journal — The International Journal on Very Large Data Bases
Data mining for path traversal patterns in a web environment
ICDCS '96 Proceedings of the 16th International Conference on Distributed Computing Systems (ICDCS '96)
Web usage mining: discovery and application of interesting patterns from web data
Web usage mining: discovery and application of interesting patterns from web data
LODAP: a log data preprocessor for mining web browsing patterns
AIKED'07 Proceedings of the 6th Conference on 6th WSEAS Int. Conf. on Artificial Intelligence, Knowledge Engineering and Data Bases - Volume 6
An Approach for Identification of User's Intentions During the Navigation in Semantic Websites
ESWC '07 Proceedings of the 4th European conference on The Semantic Web: Research and Applications
A practical extension of web usage mining with intentional browsing data toward usage
Expert Systems with Applications: An International Journal
A session generalization technique for improved web usage mining
Proceedings of the eleventh international workshop on Web information and data management
Data mining for web personalization
The adaptive web
Personalized interfaces for a semantic web portal: tourism information search
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III
A novel prediction model based on hierarchical characteristic of web site
Expert Systems with Applications: An International Journal
Journal of Web Engineering
Discovering better navigation sequences for the session construction problem
Data & Knowledge Engineering
Access patterns for robots and humans in web archives
Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries
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In recent years, Web usage mining has emerged as a new field of data mining and gained increasing attention from both the business and research communities. A particular area of importance is data preprocessing for Intersites WUM. The proposed methodology for this process has two main objectives. The first is to use classical preprocessing (data fusion, data cleaning, and data structuration) to significantly reduce, but in a relevant manner, the size of the Web servers' log files. The second is to use advanced data preprocessing, which employs an extra step called data summarization to increase the quality of data obtained after classical preprocessing. To validate this methodology's efficiency, an experiment joined and analyzed log files from four related servers.