A user-modeling approach to build user's psycho-physiological maps of emotions using bio-sensors

Proceedings - IEEE International Workshop on Robot and Human Interactive Communication

Volumn , Issue , 2006, Pages 269-276

  Villon, Olivier ^a   Lisetti, Christine ^a  

^a EURECOM   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ELECTRIC CURRENTS; FACE RECOGNITION; FLOW INTERACTIONS; INFORMATION THEORY; KNOWLEDGE MANAGEMENT; MAN MACHINE SYSTEMS; PHYSIOLOGICAL MODELS; REVERSE OSMOSIS; ROBOTICS; SEMANTICS; SKIN;

EMOTION RECOGNITIONS; EMOTIONAL EXPERIENCES; GALVANIC SKIN RESPONSES; HEART RATES; HUMAN-COMPUTER INTERACTIONS; MODELING APPROACHES; PHYSIOLOGICAL MEASURES; PHYSIOLOGICAL PARAMETERS; SEMANTIC INFORMATIONS; SKIN CONDUCTANCES; USER'S AFFECTIVE STATES;

HUMAN COMPUTER INTERACTION;

EID: 35348860076     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ROMAN.2006.314429     Document Type: Conference Paper

References (39)

1. P. Rani, N. Sarkar, and C. Smith, "Affect-sensitive human-robot cooperation ?theory and experiments," in IEEE International Conference on Robotics and Automation,Taiwan, September 2003, 2003, pp. 2382-2387.
2. K. H. Kim, S. W. Bang, and S. R. Kim, "Emotion recognition system using short-term monitoring of physiological signals," Medical & Biological Engineering & Computing, vol. 42, 2004.
3. R. Picard, J. Healey, and E. Vyzas, "Toward machine emotional intelligence, analysis of affective physiological signals," IEEE transactions on pattern analysis and machine intelligence, vol. 23, no. 10, Oct 2001.
4. O. Villon and C. Lisetti, "Toward building adaptive user?s psychophysiological maps of emotions using bio-sensors," in proceedings of KI2006, Bremen, Germany, June 2006.
5. L. Changchun, P. Rani, and N. Sarkar, "An empirical study of machine learning techniques for affect recognition in human-robot interaction," in IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2-6 Aug., 2005, pp. 2662-2667.
6. J. A. Russell, "A circumplex model of affect," Journal of Personality and Social Psychology, vol. 39, no. 6, pp. 1161-1178, 1980.
7. O. Villon, "Conscious dynamic of affective state and embodied relationship to music," Master's thesis, Universite de Bordeaux 2, Bordeaux, June 2002, supervisor : Antonio Camurri.
8. O. Villon, "Experience affective en situation d'ecoute musicale : expressions et relation la musique incorporee," Master's thesis, LIMSI-CNRS, Universite de Paris XI, Paris, September 2003, supervisor : Antonio Camurri.
9. O. Meste, B. Khaddoumi, G. Blain, and S. Bermon, "Time-varying analysis methods and models for the respiratory and cardiac system coupling in graded exercise," IEEE Trans. Biomed. Eng, 2005, a paratre en 2005.
10. J. Kettunen and L. Keltikangas-Jarvinen, "Intraindividual analysis of instantaneous heart rate variability," Psychophysiology, vol. 38, no. 4, pp. 659-668, 2001.
11. B. H. Friedman and J. F. Thayer, "Autonomic balance revisited: Panic anxiety and heart rate variability," Journal of Psychosomatic Research, vol. 44, no. 1, pp. 133-151, 1998.
12. D. Fowles, M. Christie, R. Edelberg, W. Grings, D. Lykken, and P. Venables, "Committee report. publication recommendations for electrodermal measurements." Psychophysiology, vol. 18, no. 3, pp. 232-9, May 1981.
13. J. Malmivuo and R. Plonsey, Bioelectromagnetism : Principles and Applications of Bioelectric and Biomagnetic Fields. New York: Oxford University Press, 1995, ch. The Electrodermal Response, pp. 428-434.
14. H. Critchley, "Electrodermal responses: What happens in the brain?" The Neuroscientist, vol. 8, pp. 132-142, 2002.
15. J. Cacioppo and L. Tassinary, "Inferring psychological significance from physiological signals." American Psychologist, vol. 45, no. 1, pp. 16-28, Jan 1990.
16. C. L. Lisetti and F. Nasoz, "Using noninvasive wearable computers to recognize human emotions from physiological signals," EURASIP Journal on Applied Signal Processing, vol. 11, pp. 1672-1687, Sept 2004.
17. I. C. Christie, "Multivariate discrimination of emotion-specific autonomic nervous system activity," Master's thesis, Faculty of the Virginia Polytechnic Institute and State University, May 2002.
18. I. C. Christie and B. H. Friedman, "Autonomic specificity of discrete emotion and dimensions of affective space: a multivariate approach." Int J Psychophysiol, vol. 51, no. 2, pp. 143-53, Jan 2004.
19. J. Kettunen, "methodological and empirical advances in the quantitative analysis of spontaneous responses in psychophysiological time series," university of Helsinki Department of Psychology research report 21, Helsinki, Tech. Rep., 1999.
20. T. Takahashi, T. Murata, T. Hamada, M. Omori, H. Kosaka, M. Kikuchi, H. Yoshida, and Y. Wada, "Changes in eeg and autonomic nervous activity during meditation and their association with personality traits," International Journal of Psychophysiology, vol. 55, no. 2, pp. 199-207, 2005.
21. E. Fiorito and R. Simons, "Emotional imagery and physical anhedonia," Psychophysiology, vol. 31, pp. 513-521, 1994.
22. D. Palomba, M. Sarlo, A. Angrilli, A. Mini, and L. Stegagno, "Cardiac responses associated with affective processing of unpleasant film stimuli," International Journal of Psychophysiology, vol. 36, no. 1, pp. 45-57, 2000.
23. J. Hughes and C. Stoney, "Depressed mood is related to high-frequency heart rate variability during stressors." Psychosom Med, vol. 62, no. 6, pp. 796-803, 2000.
24. P. Jonsson and M. Sonnby-Borgstrom, "The effects of pictures of emotional faces on tonic and phasic autonomic cardiac control in women and men," Biological Psychology, vol. 62, no. 2, pp. 157-173, 2003.
25. R. McCraty, M. Atkinson, W. A. Tiller, G. Rein, and A. D. Watkins, "The effects of emotions on short-term power spectrum analysis of heart rate variability," The American Journal of Cardiology, vol. 76, no. 14, pp. 1089-1093, 1995.
26. P. Lang, M. Greenwald, M. Bradley, and A. Hamm, "Looking at pictures: affective, facial, visceral, and behavioral reactions." Psychophysiology, vol. 30, no. 3, pp. 261-73, May 1993.
27. M. Bradley and P. Lang, "Affective reactions to acoustic stimuli." Psychophysiology, vol. 37, no. 2, pp. 204-15, Mar 2000.
28. B. Cuthbert, H. Schupp, M. Bradley, N. Birbaumer, and P. Lang, "Brain potentials in affective picture processing: covariation with autonomic arousal and affective report." Biol Psychol, vol. 52, no. 2, pp. 95-111, Mar 2000.
29. R. Lane, E. Reiman, M. Bradley, P. Lang, G. Ahern, R. Davidson, and G. Schwartz, "Neuroanatomical correlates of pleasant and unpleasant emotion." Neuropsychologia, vol. 35, no. 11, pp. 1437-44, Nov 1997.
30. C. L. Lim, C. Rennie, R. J. Barry, H. Bahramali, I. Lazzaro, B. Manor, and E. Gordon, "Decomposing skin conductance into tonic and phasic components," International Journal of Psychophysiology, vol. 25, no. 2, pp. 97-109, 1997.
31. K. H. Nuechterlein and M. E. Dawson, "Neurophysiological and psychophysiological approaches to schizophrenia and its pathogenesis," in Psychopharmacology on CD-ROM: 1998 Edition, S. J. Watson, Ed. Lippincott Williams & Wilkins, 1998.
32. A. Ohman and J. Soares, ""unconscious anxiety": phobic responses to masked stimuli." Journal of Abnormal Psychology, vol. 103, no. 2, pp. 231-40, May 1994.
33. S. Khalfa, I. Peretz, J.-P. Blondin, and M. Robert, "Event-related skin conductance responses to musical emotions in humans," Neuroscience Letters, vol. 328, no. 2, pp. 145-149, 2002.
34. P. Moller and G. Dijksterhuis, "Differential human electrodermal responses to odours," Neuroscience Letters, vol. 346, no. 3, pp. 129-132, 2003.
35. D. Fowles, "The eccrine system and electrodermal activity," in Psychophysiology, S. P. MGH Coles, E Donchin, Ed. New York: Guilford Press, 1986, pp. 51-96.
36. T. F. o. t. E. S. o. C. t. N. A. S. o. P. Electrophysiology, "Heart rate variability : Standards of measurement, physiological interpretation, and clinical use," Circulation, vol. 93, no. 5, pp. 1043-1065, 1996.
37. G. D. Clifford, "Signal processing methods for heart rate variability," Ph.D. dissertation, University of Oxford, 2002.
38. J. Carvalho, A. Rocha, J. Junqueira, L.F., J. Neto, I. Santos, and F. Nascimento, "A tool for time-frequency analysis of heart rate variability," in Proceedings of the 25th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, vol. 3, sept. 2003, pp. 2574-2577 Vol.3.
39. P. Castiglioni, C. Cerutti, M. di Rienzo, J.-L. Elghozi, N. Honzikova, B. Janssen, A. Kardos, R. Mrowka, G. Parati, P. Persson, and L. Quintin, "Glossary of terms used in time series analysis of cardiovascular data : http://www.cbi.dongnocchi.it/glossary/," web site, April 2005, working Group on Blood Pressure and Heart Rate Variability of the European Society of Hypertension.