Concept formation in structured domains
Concept formation knowledge and experience in unsupervised learning
Learning and Revising User Profiles: The Identification ofInteresting Web Sites
Machine Learning - Special issue on multistrategy learning
Personal ontologies for web navigation
Proceedings of the ninth international conference on Information and knowledge management
Explaining collaborative filtering recommendations
CSCW '00 Proceedings of the 2000 ACM conference on Computer supported cooperative work
A vector space model for automatic indexing
Communications of the ACM
Machine Learning for User Modeling
User Modeling and User-Adapted Interaction
Predictive Statistical Models for User Modeling
User Modeling and User-Adapted Interaction
Hierarchically Classifying Documents Using Very Few Words
ICML '97 Proceedings of the Fourteenth International Conference on Machine Learning
Enriching Information Agents' Knowledge by Ontology Comparison: A Case Study
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Ontology-based personalized search and browsing
Web Intelligence and Agent Systems
Modeling user interests by conceptual clustering
Information Systems
Context-orientated news riltering for web 2.0 and beyond
Proceedings of the 15th international conference on World Wide Web
Creating User Profiles from a Command-Line Interface: A Statistical Approach
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
Creating User Profiles Using Wikipedia
ER '09 Proceedings of the 28th International Conference on Conceptual Modeling
A global profile-based algorithm for energy minimization in object tracking sensor networks
Computer Communications
Extraction and classification of user behavior
EUC'07 Proceedings of the 2007 international conference on Embedded and ubiquitous computing
An agent-based recommender system to support collaborative web search based on shared user interests
CRIWG'07 Proceedings of the 13th international conference on Groupware: design implementation, and use
Semantic spam filtering from personalized ontologies
Journal of Web Engineering
Ontology-based user profile learning
Applied Intelligence
Enabling topic-level trust for collaborative information sharing
Personal and Ubiquitous Computing
A hybrid approach for the personalisation of cloud-based e-governance services
International Journal of High Performance Computing and Networking
International Journal of Organizational and Collective Intelligence
Hi-index | 0.00 |
To help address pressing problems with information overload, researchers have developed personal agents to provide assistance to users in navigating the Web. To provide suggestions, such agents rely on user profiles representing interests and preferences, which makes acquiring and modeling interest categories a critical component in their design. Existing profiling approaches have only partially tackled the characteristics that distinguish user profiling from related tasks.The authors' technique generates readable user profiles that accurately capture interests, starting from observations of user behavior on the Web.