User Modeling and User-Adapted Interaction
Cross-technique mediation of user models
AH'06 Proceedings of the 4th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Gumo: the general user model ontology
UM'05 Proceedings of the 10th international conference on User Modeling
Ubiquitous user modeling in recommender systems
UM'05 Proceedings of the 10th international conference on User Modeling
Distributed collaborative filtering with domain specialization
Proceedings of the 2007 ACM conference on Recommender systems
Mediation of user models for enhanced personalization in recommender systems
User Modeling and User-Adapted Interaction
Cross-Domain Mediation in Collaborative Filtering
UM '07 Proceedings of the 11th international conference on User Modeling
User model interoperability: a survey
User Modeling and User-Adapted Interaction
Cross-technique mediation of user models
AH'06 Proceedings of the 4th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
On the potential of recommendation technologies for efficient content delivery networks
ACM SIGCOMM Computer Communication Review
Catch-up TV recommendations: show old favourites and find new ones
Proceedings of the 7th ACM conference on Recommender systems
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The growth of available personalization services and the heterogeneity in content and representation of therein exploited User Models (UMs), raise a need for a mechanism allowing to aggregate partial UMs generated by other services. Such a mechanism will allow reuse of partial UMs in multiple personalization services that may need it. This paper discusses the details of a decentralized mediator for cross-domain and cross-technique translation and aggregation of partial UMs. The mediator facilitates enriching UMs managed by personalization services and improving the quality of the provided personalization.