Latent semantic indexing: a probabilistic analysis
PODS '98 Proceedings of the seventeenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
A vector space model for automatic indexing
Communications of the ACM
Modern Information Retrieval
Ontology Learning for the Semantic Web
IEEE Intelligent Systems
ISWC '02 Proceedings of the First International Semantic Web Conference on The Semantic Web
Analysis of navigation behaviour in web sites integrating multiple information systems
The VLDB Journal — The International Journal on Very Large Data Bases
The Journal of Machine Learning Research
Ontology-Based Web Mining Model: Representations of User Profiles
WI '03 Proceedings of the 2003 IEEE/WIC International Conference on Web Intelligence
Extraction of Keyterms by Simple Text Mining for Business Information Retrieval
ICEBE '05 Proceedings of the IEEE International Conference on e-Business Engineering
Mining Ontology for Automatically Acquiring Web User Information Needs
IEEE Transactions on Knowledge and Data Engineering
Microformats: a pragmatic path to the semantic web
Proceedings of the 15th international conference on World Wide Web
Prioritizing Web Usability
Web Page Element Classification Based on Visual Features
ACIIDS '09 Proceedings of the 2009 First Asian Conference on Intelligent Information and Database Systems
Using semantics to identify web objects
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Semantic Web Usage Mining: Using Semantics to Understand User Intentions
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
Text-mining approach to evaluate terms for ontology development
Journal of Biomedical Informatics
Learning subsumption hierarchies of ontology concepts from texts
Web Intelligence and Agent Systems
Web Semantics: Science, Services and Agents on the World Wide Web
Ontology based web mining for information gathering
WImBI'06 Proceedings of the 1st WICI international conference on Web intelligence meets brain informatics
Unsupervised ontology induction from text
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Retrieving similar documents from the web
Journal of Web Engineering
An automatic approach for ontology-based feature extraction from heterogeneous textualresources
Engineering Applications of Artificial Intelligence
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Combining eye-tracking technologies with web usage mining for identifying Website Keyobjects
Engineering Applications of Artificial Intelligence
| Hi-index | 0.01 |
Web mining has been traditionally used in different application domains in order to enhance the content that Web users are accessing. Likewise, Website administrators are interested in finding new approaches to improve their Website content according to their users' preferences. Furthermore, the Semantic Web has been considered as an alternative to represent Web content in a way which can be used by intelligent techniques to provide the organization, meaning, and definition of Web content. In this work, we define the Website Key Object Extraction problem, whose solution is based on a Semantic Web mining approach to extract from a given Website core ontology, new relations between objects according to their Web user interests. This methodology was applied to a real Website, whose results showed that the automatic extraction of Key Objects is highly competitive against traditional surveys applied to Web users.