Embedding Emotional Context in Recommender Systems

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dc.contributor.author González Sánchez, Gustavo
dc.contributor.author Rosa, Josep Lluís de la
dc.contributor.author Montaner Rigall, Miquel
dc.contributor.author Delfín, Sònia
dc.date.issued 2007
dc.identifier.citation González, G. , Rosa, J.L. de la , Montaner, M., i Delfín, S. (2007). Embedding Emotional Context in Recommender Systems. IEEE 23rd International Conference on Data Engineering Workshop : 2007, 845-852. Recuperat 08 juny 2010, a http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=4401075
dc.identifier.isbn 978-1-4244-0832-0
dc.identifier.uri http://hdl.handle.net/10256/2558
dc.description.abstract Emotions are crucial for user's decision making in recommendation processes. We first introduce ambient recommender systems, which arise from the analysis of new trends on the exploitation of the emotional context in the next generation of recommender systems. We then explain some results of these new trends in real-world applications through the smart prediction assistant (SPA) platform in an intelligent learning guide with more than three million users. While most approaches to recommending have focused on algorithm performance. SPA makes recommendations to users on the basis of emotional information acquired in an incremental way. This article provides a cross-disciplinary perspective to achieve this goal in such recommender systems through a SPA platform. The methodology applied in SPA is the result of a bunch of technology transfer projects for large real-world rccommender systems
dc.format.mimetype application/pdf
dc.language.iso eng
dc.publisher IEEE
dc.relation.isformatof Reproducció digital del document publicat a: http://dx.doi.org/10.1109/ICDEW.2007.4401075
dc.relation.ispartof © IEEE 23rd International Conference on Data Engineering Workshop : 2007, 2007, p. 845-852
dc.relation.ispartofseries Articles publicats (D-EEEiA)
dc.rights Tots els drets reservats
dc.subject Agents intel·ligents (Programari)
dc.subject Aprenentatge automàtic
dc.subject Intel·ligència artificial
dc.subject Sistemes d'ajuda a la decisió
dc.subject Artificial intelligence
dc.subject Intelligent agents (Computer software)
dc.subject Decision support systems
dc.subject Machine learning
dc.title Embedding Emotional Context in Recommender Systems
dc.type info:eu-repo/semantics/article
dc.identifier.doi http://dx.doi.org/10.1109/ICDEW.2007.4401075


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