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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Cross-system personalization; Interoperability; Mediation-based user modeling; Standardization-based user modeling; User modeling; Computer Science Applications1707 Computer Vision and Pattern Recognition; Human-Computer Interaction
English
International Conference on Advances in Human-Oriented and Personalized Mechanisms, Technologies and Services, CENTRIC 2010
9780769541419
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].
Viviani, M; Bennani, N; Egyed Zsigmond, E
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/141381
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