PREREQUISITES FOR AFFECTIVE SIGNAL PROCESSING (ASP) – PART III

Egon L. van den Broek, Joris H. Janssen, Marjolein D. van der Zwaag, Jennifer A. Healey

Abstract

This is the third part in a series on prerequisites for affective signal processing (ASP). So far, six prerequisites were identified: validation (e.g., mapping of constructs on signals), triangulation, a physiology-driven approach, and contributions of the signal processing community (van den Broek et al., 2009) and identification of users and theoretical specification (van den Broek et al., 2010). Here, two additional prerequisites are identified: integration of biosignals, and physical characteristics.

References

  1. Benovoy, M., Cooperstock, J. R., and Deitcher, J. (2008). Biosignals analysis and its application in a performance setting: Towards the development of an emotionalimaging generator. In Biosignals 2008: Proceedings of the first International Conference on Biomedical Electronics and Devices, volume 1, pages 253-258, Funchal, Madeira, Portugal. INSTICC.
  2. Bishop, C. M. (2006). Pattern Recognition and Machine Learning. Information Science and Statistics. New York, NY, USA: Springer Science+Business Media, LLC.
  3. Boehner, K., DePaula, R., Dourish, P., and Sengers, P. (2007). How emotion is made and measured. International Journal of Human-Computer Studies, 65(4):275- 291.
  4. Boucsein, W. (1992). Electrodermal activity. New York, NY, USA: Plenum Press.
  5. Cacioppo, J. and Tassinary, L. (1990). Inferring psychological significance from physiological signals. American Psychologist, 45(1):16-28.
  6. Chanel, G., Kierkels, J. J. M., Soleymani, M., and Pun, T. (2009). Short-term emotion assessment in a recall paradigm. International Journal of Human-Computer Studies, 67(8):607-627.
  7. Grossman, P. and Taylor, E. W. (2007). Toward understanding respiratory sinus arrhythmia: Relations to cardiac vagal tone, evolution and biobehavioral functions. Biological Psychology, 74(2):263-285.
  8. Healey, J. A. and Picard, R. W. (1998). Digital processing of affective signals. In Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP98), volume 6, pages 3749-3752, Seattle, WA, USA. IEEE.
  9. Hönig, F., Batliner, A., and Nöth, E. (2007). Real-time recognition of the affective user state with physiological signals. In Proceedings of the Doctoral Consortium of Affective Computing and Intelligent Interaction (ACII), pages 1-8, Lisbon, Portugal.
  10. James, W. (1894). The physical basis of emotion. Psychological Review, 1:526-529.
  11. Kistler, A., Mariauzouls, C., and von Berlepsch, K. (1998). Fingertip temperature as an indicator for sympathetic responses. International Journal of Psychophysiology, 29(1):35-41.
  12. Korb, K. B. and Nicholson, A. E. (2004). Bayesian Artificial Intelligence. Boca Raton, FL, USA: Chapman & Hall / CRC Press.
  13. Picard, R. W. (1997). Affective Computing. Boston, MA, USA: MIT Press.
  14. Rani, P., Sarkar, N., Smith, C. A., and Adams, J. A. (2003). Affective communication for implicit human-machine interaction. In IEEE International Conference on Systems, Man, and Cybernetics, volume 5, pages 4896- 4903.
  15. van den Broek, E. L., Janssen, J. H., van der Zwaag, M. D., and Healey, J. A. (2010). Prerequisits for Affective Signal Processing (ASP) - Part II. In Biosignals 2010: Proceedings of the International Conference on Bio-Inspired Systems and Signal Processing, page [submitted], Valencia - Spain.
  16. Van den Broek, E. L., Janssen, J. H., Westerink, J. H. D. M., and Healey, J. A. (2009). Prerequisits for Affective Signal Processing (ASP). In Encarnac¸a˜o, P. and Veloso, A., editors, Biosignals 2009: Proceedings of the International Conference on Bio-Inspired Systems and Signal Processing, pages 426-433, Porto - Portugal.
Download


Paper Citation


in Harvard Style

van den Broek E., Janssen J., van der Zwaag M. and Healey J. (2010). PREREQUISITES FOR AFFECTIVE SIGNAL PROCESSING (ASP) – PART III . In Proceedings of the Third International Conference on Bio-inspired Systems and Signal Processing - Volume 1: BIOSIGNALS, (BIOSTEC 2010) ISBN 978-989-674-018-4, pages 432-435. DOI: 10.5220/0002744104320435


in Bibtex Style

@conference{biosignals10,
author={Egon L. van den Broek and Joris H. Janssen and Marjolein D. van der Zwaag and Jennifer A. Healey},
title={PREREQUISITES FOR AFFECTIVE SIGNAL PROCESSING (ASP) – PART III},
booktitle={Proceedings of the Third International Conference on Bio-inspired Systems and Signal Processing - Volume 1: BIOSIGNALS, (BIOSTEC 2010)},
year={2010},
pages={432-435},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002744104320435},
isbn={978-989-674-018-4},
}


in EndNote Style

TY - CONF
JO - Proceedings of the Third International Conference on Bio-inspired Systems and Signal Processing - Volume 1: BIOSIGNALS, (BIOSTEC 2010)
TI - PREREQUISITES FOR AFFECTIVE SIGNAL PROCESSING (ASP) – PART III
SN - 978-989-674-018-4
AU - van den Broek E.
AU - Janssen J.
AU - van der Zwaag M.
AU - Healey J.
PY - 2010
SP - 432
EP - 435
DO - 10.5220/0002744104320435