A multilevel approach to intelligent information filtering: model, system, and evaluation
ACM Transactions on Information Systems (TOIS)
Recommendation as classification: using social and content-based information in recommendation
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Hierarchical classification of Web content
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Capturing knowledge of user preferences: ontologies in recommender systems
Proceedings of the 1st international conference on Knowledge capture
Efficient Adaptive-Support Association Rule Mining for Recommender Systems
Data Mining and Knowledge Discovery
Content-boosted collaborative filtering for improved recommendations
Eighteenth national conference on Artificial intelligence
Recommendation of Web Pages Based on Concept Association
WECWIS '02 Proceedings of the Fourth IEEE International Workshop on Advanced Issues of E-Commerce and Web-Based Information Systems (WECWIS'02)
Using Information Filtering in Web Data Mining Process
WI '07 Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence
IEEE Transactions on Fuzzy Systems
A web document classification approach based on fuzzy association concept
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
Association rule mining in peer-to-peer systems
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Web 2.0 Based Intelligent Software Architecture for Photograph Sharing
International Journal of Intelligent Information Technologies
OntoClippy: A User-Friendly Ontology Design and Creation Methodology
International Journal of Intelligent Information Technologies
Construction of Domain Ontologies: Sourcing the World Wide Web
International Journal of Intelligent Information Technologies
Deep Web Information Retrieval Process: A Technical Survey
International Journal of Information Technology and Web Engineering
Low Dimensional Data Privacy Preservation Using Multi Layer Artificial Neural Network
International Journal of Intelligent Information Technologies
| Hi-index | 0.00 |
As the use of web applications increases, when users use search engines for finding some information by inputting keywords, the number of web pages that match the information increases at a tremendous rate. It is not easy for a user to retrieve the exact web page which contains information he or she requires. In this paper, an approach to web page retrieval system using the hybrid combination of context based and collaborative filtering method employing the concept of fuzzy association rule classification is introduced and the authors propose an innovative clustering of user profiles in order to reduce the filtering space and achieves sub-linear filtering time. This approach can produce recommended web page links for users based on the information that associates strongly with users' queries quickly with better efficiency and therefore improve the recall, precision of a search engine.