A Design of the Preference Acquisition Detection System Using the EEG

Hironobu Fukai; Yohei Tomita; Yasue Mitsukura

doi:doi:10.11648/j.ijiis.20130201.13

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A Design of the Preference Acquisition Detection System Using the EEG

Hironobu Fukai, Yohei Tomita, Yasue Mitsukura

Published in International Journal of Intelligent Information Systems (Volume 2, Issue 1)

Received: 7 January 2013 Accepted: Published: 20 February 2013

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Abstract

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.

Published in	International Journal of Intelligent Information Systems (Volume 2, Issue 1)
DOI	10.11648/j.ijiis.20130201.13
Page(s)	19-25
Creative Commons	This is an Open Access article, distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution and reproduction in any medium or format, provided the original work is properly cited.
Copyright	Copyright © The Author(s), 2024. Published by Science Publishing Group

Keywords

KANSEI; Human Interest; EEG

References

[1]	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).
[2]	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).
[3]	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).
[4]	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).
[5]	H. Tagaito, "An Evaluation of User Interface with Emotions", UNISYS TECHNOLOGY REVIEW, No.64, pp.103-114 (2000).
[6]	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).
[7]	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).
[8]	S. Ayabe, "Nurtured odor preference", J.Japan Associ-ation on Odor Environment, Vol. 35, No. 2, pp. 68-70 (2004)
[9]	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).
[10]	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).
[11]	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).
[12]	S. Shiba, Factor Analysis Method, University of Tokyo Press, (1976).
[13]	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).
[14]	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).

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APA Style

Hironobu Fukai, Yohei Tomita, Yasue Mitsukura. (2013). A Design of the Preference Acquisition Detection System Using the EEG. International Journal of Intelligent Information Systems, 2(1), 19-25. https://doi.org/10.11648/j.ijiis.20130201.13

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ACS Style

Hironobu Fukai; Yohei Tomita; Yasue Mitsukura. A Design of the Preference Acquisition Detection System Using the EEG. Int. J. Intell. Inf. Syst. 2013, 2(1), 19-25. doi: 10.11648/j.ijiis.20130201.13

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AMA Style

Hironobu Fukai, Yohei Tomita, Yasue Mitsukura. A Design of the Preference Acquisition Detection System Using the EEG. Int J Intell Inf Syst. 2013;2(1):19-25. doi: 10.11648/j.ijiis.20130201.13

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@article{10.11648/j.ijiis.20130201.13,
  author = {Hironobu Fukai and Yohei Tomita and Yasue Mitsukura},
  title = {A Design of the Preference Acquisition Detection System Using the EEG},
  journal = {International Journal of Intelligent Information Systems},
  volume = {2},
  number = {1},
  pages = {19-25},
  doi = {10.11648/j.ijiis.20130201.13},
  url = {https://doi.org/10.11648/j.ijiis.20130201.13},
  eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.ijiis.20130201.13},
  abstract = {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.},
 year = {2013}
}

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TY  - JOUR
T1  - A Design of the Preference Acquisition Detection System Using the EEG
AU  - Hironobu Fukai
AU  - Yohei Tomita
AU  - Yasue Mitsukura
Y1  - 2013/02/20
PY  - 2013
N1  - https://doi.org/10.11648/j.ijiis.20130201.13
DO  - 10.11648/j.ijiis.20130201.13
T2  - International Journal of Intelligent Information Systems
JF  - International Journal of Intelligent Information Systems
JO  - International Journal of Intelligent Information Systems
SP  - 19
EP  - 25
PB  - Science Publishing Group
SN  - 2328-7683
UR  - https://doi.org/10.11648/j.ijiis.20130201.13
AB  - 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.
VL  - 2
IS  - 1
ER  -

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Author Information

Hironobu Fukai

Tokyo University of Science, Chiba, Japan
Yohei Tomita

Foster Electric Company, Limited, Tokyo, Japan
Yasue Mitsukura

Keio University, Kanagawa, Japan

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APA Style

Hironobu Fukai, Yohei Tomita, Yasue Mitsukura. (2013). A Design of the Preference Acquisition Detection System Using the EEG. International Journal of Intelligent Information Systems, 2(1), 19-25. https://doi.org/10.11648/j.ijiis.20130201.13

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ACS Style

Hironobu Fukai; Yohei Tomita; Yasue Mitsukura. A Design of the Preference Acquisition Detection System Using the EEG. Int. J. Intell. Inf. Syst. 2013, 2(1), 19-25. doi: 10.11648/j.ijiis.20130201.13

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AMA Style

Hironobu Fukai, Yohei Tomita, Yasue Mitsukura. A Design of the Preference Acquisition Detection System Using the EEG. Int J Intell Inf Syst. 2013;2(1):19-25. doi: 10.11648/j.ijiis.20130201.13

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@article{10.11648/j.ijiis.20130201.13,
  author = {Hironobu Fukai and Yohei Tomita and Yasue Mitsukura},
  title = {A Design of the Preference Acquisition Detection System Using the EEG},
  journal = {International Journal of Intelligent Information Systems},
  volume = {2},
  number = {1},
  pages = {19-25},
  doi = {10.11648/j.ijiis.20130201.13},
  url = {https://doi.org/10.11648/j.ijiis.20130201.13},
  eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.ijiis.20130201.13},
  abstract = {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.},
 year = {2013}
}

Copy | Download

TY  - JOUR
T1  - A Design of the Preference Acquisition Detection System Using the EEG
AU  - Hironobu Fukai
AU  - Yohei Tomita
AU  - Yasue Mitsukura
Y1  - 2013/02/20
PY  - 2013
N1  - https://doi.org/10.11648/j.ijiis.20130201.13
DO  - 10.11648/j.ijiis.20130201.13
T2  - International Journal of Intelligent Information Systems
JF  - International Journal of Intelligent Information Systems
JO  - International Journal of Intelligent Information Systems
SP  - 19
EP  - 25
PB  - Science Publishing Group
SN  - 2328-7683
UR  - https://doi.org/10.11648/j.ijiis.20130201.13
AB  - 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.
VL  - 2
IS  - 1
ER  -

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