Self-organization and associative memory: 3rd edition
Self-organization and associative memory: 3rd edition
Towards adaptive Web sites: conceptual framework and case study
Artificial Intelligence - Special issue on Intelligent internet systems
ACM SIGKDD Explorations Newsletter
Designing data marts for data warehouses
ACM Transactions on Software Engineering and Methodology (TOSEM)
Web log data warehousing and mining for intelligent web caching
Data & Knowledge Engineering - Building web warehouse
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
Web usage mining: discovery and application of interesting patterns from web data
Web usage mining: discovery and application of interesting patterns from web data
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)
Building the Data Warehouse
Pattern Recognition, Third Edition
Pattern Recognition, Third Edition
A survey on knowledge compilation
AI Communications
Web mining in soft computing framework: relevance, state of the art and future directions
IEEE Transactions on Neural Networks
A hybrid system for concept-based web usage mining
International Journal of Hybrid Intelligent Systems
Domain knowledge query conversation bots in instant messaging (IM)
Knowledge-Based Systems
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 web browsing cognitive model
KES'12 Proceedings of the 16th international conference on Knowledge Engineering, Machine Learning and Lattice Computing with Applications
A neurology-inspired model of web usage
Neurocomputing
A fuzzy co-clustering approach for hybrid recommender systems
International Journal of Hybrid Intelligent Systems
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By applying web mining tools, significant patterns about the visitor behavior can be extracted from data originated in web sites. Supported by a domain expert, the patterns are validated or rejected and rules about how to use the patterns are created. This results in discovering new knowledge about the visitor behavior to the web site. But, due to frequent changes in the visitor's interests, as well as in the web site itself, the discovered knowledge may become obsolete in a short period of time. In this paper, we introduce a Knowledge Base (KB), which consists of a database-type repository for maintaining the patterns, and rules, as an independent program that consults the pattern repository. Using the proposed architecture, an artificial system or a human user can consult the KB in order to improve the relation between the web site and its visitors. The proposed structure was tested using data from a Chilean virtual bank, which proved the effectiveness of our approach.