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Assessing emotions in a cross-cultural context

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2012

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Onisawa, Takehisa

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https://doi.org/10.1109/ICSMC.2012.6378246
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2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC). Piscataway, NJ: IEEE, 2012, pp. 2967-2972. ISSN 1062-922X. ISBN 978-1-4673-1713-9. Available under: doi: 10.1109/ICSMC.2012.6378246

Zusammenfassung

Emotion recognition systems could support professionals in a wide range of areas. Several work in emotion recognition has been carried out in the last decades, yet few attention has been payed to cross-culture context emotion recognition. Multimodal emotional expressions from 36 subjects with different cultural backgrounds were collected. In the experiment, participants observed and assessed emotional images in a 5 point positive and negative emotional valence scale. This information was used as ground truth for the recorded information. The dataset was segmented for all the participants and partially labeled for 8 of them, for a total of 160 segments. Recognition of positive and negative emotions was obtained from the dataset suggesting agreement points in expression of emotion between cultures.

Zusammenfassung in einer weiteren Sprache

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004 Informatik

Schlagwörter

emotion encoding, emotion recognition, cross-cultural,context, emotion database, universality, specificity ,valence

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2012 IEEE International Conference on Systems, Man and Cybernetics : SMC, 14. Okt. 2012 - 17. Okt. 2012, Seoul, Korea
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ISO 690QUIRÓS-RAMÍREZ, M. Alejandra, Takehisa ONISAWA, 2012. Assessing emotions in a cross-cultural context. 2012 IEEE International Conference on Systems, Man and Cybernetics : SMC. Seoul, Korea, 14. Okt. 2012 - 17. Okt. 2012. In: 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC). Piscataway, NJ: IEEE, 2012, pp. 2967-2972. ISSN 1062-922X. ISBN 978-1-4673-1713-9. Available under: doi: 10.1109/ICSMC.2012.6378246
BibTex
@inproceedings{QuirosRamirez2012-10Asses-44483,
  year={2012},
  doi={10.1109/ICSMC.2012.6378246},
  title={Assessing emotions in a cross-cultural context},
  isbn={978-1-4673-1713-9},
  issn={1062-922X},
  publisher={IEEE},
  address={Piscataway, NJ},
  booktitle={2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC)},
  pages={2967--2972},
  author={Quirós-Ramírez, M. Alejandra and Onisawa, Takehisa}
}
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