MANAGING EMOTIONS IN SMART USER MODELS FOR RECOMMENDER SYSTEMS

Gustavo González; Beatriz López; Josep Lluís de la Rosa

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Paper

MANAGING EMOTIONS IN SMART USER MODELS FOR RECOMMENDER SYSTEMS

Topics: Human Factors; User Needs

In Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 5: ICEIS, 187-194, 2004 , Porto, Portugal

Authors: Gustavo González ; Beatriz López and Josep Lluís de la Rosa

Affiliation: Institut d’Informàtica i Aplicacions, Universitat de Girona, Spain

Keyword(s): Emotions, recommender systems, smart user models, user modelling.

Related Ontology Subjects/Areas/Topics: Enterprise Information Systems ; Human Factors ; Human-Computer Interaction ; Physiological Computing Systems ; User Needs

Abstract: Our research focuses on the development of methodologies that take into account the human factor in user models. There is an obvious link between personality traits and user preferences - both being indications of default tendencies in behavior, that can be automated by systems that recommend items to a user. In this work, we define an emotional component for Smart User Models and provide a methodology to build and manage it. The methodology contemplates the acquisition of the emotional component, the use of emotions in a recommendation process and the updating of the Smart User Model according to the recommendation feedback. The methodology is illustrated with a case study.

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Paper citation in several formats:

González, G.; López, B. and Lluís de la Rosa, J. (2004). MANAGING EMOTIONS IN SMART USER MODELS FOR RECOMMENDER SYSTEMS. In Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 5: ICEIS; ISBN 972-8865-00-7; ISSN 2184-4992, SciTePress, pages 187-194. DOI: 10.5220/0002610901870194

@conference{iceis04,
author={Gustavo González. and Beatriz López. and Josep {Lluís de la Rosa}.},
title={MANAGING EMOTIONS IN SMART USER MODELS FOR RECOMMENDER SYSTEMS},
booktitle={Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 5: ICEIS},
year={2004},
pages={187-194},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002610901870194},
isbn={972-8865-00-7},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 5: ICEIS
TI - MANAGING EMOTIONS IN SMART USER MODELS FOR RECOMMENDER SYSTEMS
SN - 972-8865-00-7
IS - 2184-4992
AU - González, G.
AU - López, B.
AU - Lluís de la Rosa, J.
PY - 2004
SP - 187
EP - 194
DO - 10.5220/0002610901870194
PB - SciTePress