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Authors: Efthymios Alepis 1 ; Maria Virvou 1 and Katerina Kabassi 2

Affiliations: 1 University of Piraeus, Greece ; 2 Technological Educational Institute of the Ionian Islands, Greece

Keyword(s): Human-Machine Interface, e-learning, knowledge engineering, multi-criteria decision making theories.

Related Ontology Subjects/Areas/Topics: Computer-Supported Education ; e-Learning ; e-Learning, e-Commerce and e-Society Applications ; Human-Machine Interface ; Multimedia ; Multimedia Systems and Applications ; Telecommunications

Abstract: This paper presents knowledge engineering for a system that incorporates user stereotypes as well as a multi criteria decision making theory for affective interaction. The system bases its inferences about students’ emotions on user input evidence from the keyboard and the microphone. Evidence form these two modes is combined by a user modelling component underlying the user interface. The user modelling component reasons about users’ actions and voice input and makes inferences in relation to their possible emotional states. The mechanism that integrates the inferences form the two modes has been based on the results of two empirical studies that were conducted in the context of requirements analysis of the system. The evaluation of the developed system showed significant improvements in the recognition of the emotional states of users.

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Paper citation in several formats:
Alepis, E.; Virvou, M. and Kabassi, K. (2007). KNOWLEDGE ENGINEERING FOR AFFECTIVE BI-MODAL HUMAN-COMPUTER INTERACTION. In Proceedings of the Second International Conference on Signal Processing and Multimedia Applications (ICETE 2007) - SIGMAP; ISBN 978-989-8111-13-5, SciTePress, pages 218-225. DOI: 10.5220/0002138302180225

@conference{sigmap07,
author={Efthymios Alepis. and Maria Virvou. and Katerina Kabassi.},
title={KNOWLEDGE ENGINEERING FOR AFFECTIVE BI-MODAL HUMAN-COMPUTER INTERACTION},
booktitle={Proceedings of the Second International Conference on Signal Processing and Multimedia Applications (ICETE 2007) - SIGMAP},
year={2007},
pages={218-225},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002138302180225},
isbn={978-989-8111-13-5},
}

TY - CONF

JO - Proceedings of the Second International Conference on Signal Processing and Multimedia Applications (ICETE 2007) - SIGMAP
TI - KNOWLEDGE ENGINEERING FOR AFFECTIVE BI-MODAL HUMAN-COMPUTER INTERACTION
SN - 978-989-8111-13-5
AU - Alepis, E.
AU - Virvou, M.
AU - Kabassi, K.
PY - 2007
SP - 218
EP - 225
DO - 10.5220/0002138302180225
PB - SciTePress

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