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Cultural dimension in emotion recognition for human machine interaction

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2014

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Onisawa, Takehisa

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https://doi.org/10.1109/SMC.2014.6973993
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2014 IEEE International Conference on Systems, Man, and Cybernetics : SMC. Piscataway, NJ: IEEE, 2014, pp. 711-716. ISSN 1062-922X. ISBN 978-1-4799-3840-7. Available under: doi: 10.1109/SMC.2014.6973993

Zusammenfassung

Human emotion recognition is a multidimensional task. In this paper we study the effect of the cultural dimension in emotion recognition models and their use in human computer interaction. We prepared two experiments to analyze the consequences of disregarding culture in emotion recognition models. The results show that failing to consider the user's culture while applying emotion recognition techniques in interaction scenarios decreases the system's performance, making the emotional input meaningless and detrimental to the system and interaction.

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004 Informatik

Schlagwörter

cultural awareness, spontaneous expressions, decision making, affective computing

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2014 IEEE International Conference on Systems, Man and Cybernetics : SMC, 5. Okt. 2014 - 8. Okt. 2014, San Diego, CA, USA
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ISO 690QUIRÓS-RAMÍREZ, M. Alejandra, Takehisa ONISAWA, 2014. Cultural dimension in emotion recognition for human machine interaction. 2014 IEEE International Conference on Systems, Man and Cybernetics : SMC. San Diego, CA, USA, 5. Okt. 2014 - 8. Okt. 2014. In: 2014 IEEE International Conference on Systems, Man, and Cybernetics : SMC. Piscataway, NJ: IEEE, 2014, pp. 711-716. ISSN 1062-922X. ISBN 978-1-4799-3840-7. Available under: doi: 10.1109/SMC.2014.6973993
BibTex
@inproceedings{QuirosRamirez2014-10Cultu-44416,
  year={2014},
  doi={10.1109/SMC.2014.6973993},
  title={Cultural dimension in emotion recognition for human machine interaction},
  isbn={978-1-4799-3840-7},
  issn={1062-922X},
  publisher={IEEE},
  address={Piscataway, NJ},
  booktitle={2014 IEEE International Conference on Systems, Man, and Cybernetics : SMC},
  pages={711--716},
  author={Quirós-Ramírez, M. Alejandra and Onisawa, Takehisa}
}
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