Real-time affective learner profile analysis using an EMASPEL framework

This paper deals with the problem of Information Retrieval System (IRS) that integrate the user profile that contains novelty dimensions such as psychological state, emotional state, mental state and facial expression. In this paper, we propose an information retrieval system based on human behavior. The architecture of the proposed system is described in details. This IRS will be integrated in EMASPEL E-Learning Framework.

[1]  M.A.S.N. Nunes.  Recommender Systems based on Personality Traits. (Système de Recommendation basé sur Traits de Personnalité) , 2009 .

[2]  L. Tamine-Lechani,et al.  Accès personnalisé à l'information : Vers un modèle basé sur les diagrammes d'influence , 2006 .

[3]  Eugene Santos,et al.  Modeling Users for Adaptive Information Retrieval by Capturing User Intent , 2009 .

[4]  Timothy A. Gonsalves,et al.  Determining user's interest in real time , 2008, WWW.

[5]  Frank Dellaert,et al.  Recognizing emotion in speech , 1996, Proceeding of Fourth International Conference on Spoken Language Processing. ICSLP '96.

[6]  Béatrice Rumpler,et al.  Modèle évolutif d'un profil utilisateur , 2007, CORIA.

[7]  Hatice Gunes,et al.  Face and Body Gesture Analysis for Multimodal HCI , 2004, APCHI.

[8]  Björn W. Schuller,et al.  Frame vs. Turn-Level: Emotion Recognition from Speech Considering Static and Dynamic Processing , 2007, ACII.

[9]  Josep Lluís de la Rosa,et al.  The Emotional Factor: An Innovative Approach to User Modelling for Recommender Systems , 2002 .

[10]  Alex Pentland,et al.  Automatic spoken affect classification and analysis , 1996, Proceedings of the Second International Conference on Automatic Face and Gesture Recognition.

[11]  Tieniu Tan,et al.  Affective Information Processing , 2008 .

[12]  Mahmoud Neji,et al.  The Affective Tutoring System , 2010, Expert Syst. Appl..

[13]  Chung-Hsien Wu,et al.  Emotion Perception and Recognition from Speech , 2009, Affective Information Processing.

[14]  Boris Brandherm,et al.  Gumo - The General User Model Ontology , 2005, User Modeling.

[15]  Dimitre Kostadinov.  Personnalisation de l'information : une approche de gestion de profils et de reformulation de requêtes. (Data Personalization: an approach for profile management and query reformulation) , 2007 .

[16]  P. Ekman.  Emotion in the human face , 1982 .