Sharing heterogeneous data among distributed environments in a user-centric way represents today the main challenge for personalization. In recent years several techniques have been proposed to support user modeling for cross-systemv personalization, following two main approaches. A first group of researchers base their solutions on the use of a top-down approach, involving standard ontologies or unified user models (standardization-based user modeling); in a second research direction, a bottom-up approach based on mappings between different user model representations is the envisaged solution (mediation-based user modeling). The aim of this paper is to discuss general problems connected to user modeling in multi-application environments and to provide a short survey on current research in this field. Based on this, we briefly draw out some further research. © 2010 IEEE.
Viviani, M., Bennani, N., Egyed Zsigmond, E. (2010). A survey on user modeling in multi-application environments. In Proceedings - 3rd International Conference on Advances in Human-Oriented and Personalized Mechanisms, Technologies and Services, CENTRIC 2010 (pp.111-116). IEEE Computer Society [10.1109/CENTRIC.2010.30].
A survey on user modeling in multi-application environments
VIVIANI, MARCO
;
2010
Abstract
Sharing heterogeneous data among distributed environments in a user-centric way represents today the main challenge for personalization. In recent years several techniques have been proposed to support user modeling for cross-systemv personalization, following two main approaches. A first group of researchers base their solutions on the use of a top-down approach, involving standard ontologies or unified user models (standardization-based user modeling); in a second research direction, a bottom-up approach based on mappings between different user model representations is the envisaged solution (mediation-based user modeling). The aim of this paper is to discuss general problems connected to user modeling in multi-application environments and to provide a short survey on current research in this field. Based on this, we briefly draw out some further research. © 2010 IEEE.
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