A review and comparison of six reasoning methods
Fuzzy Sets and Systems
User interface directions for the Web
Communications of the ACM
Web usage mining for Web site evaluation
Communications of the ACM
Automatic personalization based on Web usage mining
Communications of the ACM
Communications of the ACM
Concept-based knowledge discovery in texts extracted from the Web
ACM SIGKDD Explorations Newsletter
A vector space model for automatic indexing
Communications of the ACM
Effective personalization based on association rule discovery from web usage data
Proceedings of the 3rd international workshop on Web information and data management
Mastering Data Mining: The Art and Science of Customer Relationship Management
Mastering Data Mining: The Art and Science of Customer Relationship Management
Mining the Web: Discovering Knowledge from HyperText Data
Mining the Web: Discovering Knowledge from HyperText Data
Managing Interesting Rules in Sequence Mining
PKDD '99 Proceedings of the Third European Conference on Principles of Data Mining and Knowledge Discovery
ISWC '02 Proceedings of the First International Semantic Web Conference on The Semantic Web
Knowledge Discovery in Texts for Constructing Decision Support Systems
Applied Intelligence
Analysis of navigation behaviour in web sites integrating multiple information systems
The VLDB Journal — The International Journal on Very Large Data Bases
Web usage mining: discovery and applications of usage patterns from Web data
ACM SIGKDD Explorations Newsletter
Combining the web content and usage mining to understand the visitor behavior in a web site
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
SEWeP: using site semantics and a taxonomy to enhance the Web personalization process
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
A Framework for the Evaluation of Session Reconstruction Heuristics in Web-Usage Analysis
INFORMS Journal on Computing
LSISOM – A Latent Semantic Indexing Approach to Self-Organizing Maps of Document Collections
Neural Processing Letters
A Methodology to Find Web Site Keywords
EEE '04 Proceedings of the 2004 IEEE International Conference on e-Technology, e-Commerce and e-Service (EEE'04)
Filtering multilingual Web content using fuzzy logic and self-organizing maps
Neural Computing and Applications
Fuzzy Conceptual Indexing for Concept-Based Cross-Lingual Text Retrieval
IEEE Internet Computing
Web personalization integrating content semantics and navigational patterns
Proceedings of the 6th annual ACM international workshop on Web information and data management
Thumbs up or thumbs down?: semantic orientation applied to unsupervised classification of reviews
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
WI '05 Proceedings of the 2005 IEEE/WIC/ACM International Conference on Web Intelligence
Improving the web text content by extracting significant pages into a Web Site
ISDA '05 Proceedings of the 5th International Conference on Intelligent Systems Design and Applications
Mining Ontology for Automatically Acquiring Web User Information Needs
IEEE Transactions on Knowledge and Data Engineering
Pattern Recognition, Third Edition
Pattern Recognition, Third Edition
A Knowledge Base for the maintenance of knowledge extracted from web data
Knowledge-Based Systems
Improving Web Site Content Using a Concept-Based Knowledge Discovery Process
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
Using SOFM to improve web site text content
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Web site improvements based on representative pages identification
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Web site off-line structure reconfiguration: a web user browsing analysis
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Conceptual classification to improve a web site content
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Web mining in soft computing framework: relevance, state of the art and future directions
IEEE Transactions on Neural Networks
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
A new dissimilarity measure for online social networks moderation
Web Intelligence and Agent Systems - Web Intelligence and Communities
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A web site should be easy to browse by visitors. However, sometimes the reality is quite different. Situations like several unrelated topics in a single web page may lead to confusion and make harder to reach the information that the visitors are looking for. The design of the whole site (interface, content, structure, usability, etc.) is one of the most important aspects for any institution that wants to survive in the cyberspace. This work aims to extract new knowledge about how the visitors are using the web site and, in this way, to improve the site structure and content. We propose a hybrid system that combines the web usage mining (WUM) approach for analyzing the visitor browsing behavior and the conceptual classification of web pages for understanding the visitor text preferences in the site. The proposed system was tested in a real web site, which shows its effectiveness.