International Journal of Intelligent Information Systems
Volume 2, Issue 1, February 2013, Pages: 19-25
Received: Jan. 7, 2013;
Published: Feb. 20, 2013
Views 1935 Downloads 97
Hironobu Fukai, Tokyo University of Science, Chiba, Japan
Yohei Tomita, Foster Electric Company, Limited, Tokyo, Japan
Yasue Mitsukura, Keio University, Kanagawa, Japan
Estimation of emotional states has been multi-disciplinary research interests. Among them, although there are many ways of the estimation such as subjective evaluations and behavioral taxonomy, direct evaluation from the human brain is more reliable. Especially, electroencephalographic (EEG) signal analysis is widely used because of its simplicity and convenience. In our research, emotional states are investigated with a simple electroencephalography which has only one electrode. This device is lighter and cheaper than existing devices.However, its feasibility has yet been proven.
A Design of the Preference Acquisition Detection System Using the EEG, International Journal of Intelligent Information Systems.
Vol. 2, No. 1,
2013, pp. 19-25.
K. Nagamine, A. Nozawa, and H. Ide, "Evaluation of emotions by nasal skin temperature on auditory stimulus and olfactory stimulus", IEEJ Trans. EIS, Vol. 124, No. 9, pp. 1914-1915 (2004).
J. Han, and A. Uchiyama, "The measurement and analysis on the effect of olfactory stimulus on the human body", IEE Japan, Vol. 122-C, No. 9, pp. 1616-1623 (2002).
D., M. W. Bos, L. F. Nordgren, and R. B. van Baaren: "On Making the Right Choice: The Delibera-tion-Without-Attention Effect", Science, Vol. 311, No. 5763, pp. 1005-1007 (2006).
K. Takahashi, "Remarks on Emotion Recognition using Brain-Body Actuated System –Emotion classification using support vector machines", Prof. of Japan Mechanic Sympo-sium, pp.02-10 (2002).
H. Tagaito, "An Evaluation of User Interface with Emotions", UNISYS TECHNOLOGY REVIEW, No.64, pp.103-114 (2000).
S. Ota, S. Ito, Y. Mitsukura, and M. Fukumi, "Proposal for the extraction method of personal comfort and preference by the EEG maps", SICE-ICASE International Joint Conference, pp. 604-607 (2006).
M. Funada, M. Shibukawa, and S. Ninomija, "Objective measurement of event related potentials’ changes", The Japanese Journal of Ergonomics, Vol. 38, pp. 538-539 (2002).
S. Ayabe, "Nurtured odor preference", J.Japan Associ-ation on Odor Environment, Vol. 35, No. 2, pp. 68-70 (2004)
R. Ohme, M. Matuskin, and T. Szczurko: "Neurophy-siology uncovers secrets of TV commercials", DER MARKT, Vol. 49, No. 3-4, pp. 133-142 (2010).
G. Vecchiato, L. Astolfi, F. D. V. Fallani, F. Cincotti, D. Mattia, S. Salinari, R. Soranzo, and F. Babiloni: "Changes in Brain Activity During the Observation of TV Commercials by Using EEG, GSR and HR Measurements", BRAIN TO-POGRAPHY, Vol. 23, No. 2, pp. 165-179 (2010).
S. Tasaki, T. Igarashi, N. Murayama, and H. Koga, "Relationship between biological signals and subjective es-timation while humans listen to sounds", T.IEE Japan, Vol. 122-C, No. 9, pp. 1632-1638 (2002).
S. Shiba, Factor Analysis Method, University of Tokyo Press, (1976).
S.Ito, Y. Mitsukura, M. Fukumi, and N. Akamatsu, "Proposal of the EEG analysis method using the individual characteristic of the EEG", T.IEE Japan, Vol. 124-C, No. 64, pp.1259-1266 (2004).
F. Lotte, M. Congedo, A. Lecuyer, F. Lamarche, and B. Arnaldi: "A review of classification algorithms for EEG-based brain-computer interfaces", Journal of NeuralEngineering, Vol. 4, No. 2, pp. R1-R13 (2007).