Fuzzy Inference based Mentality Expression for Eye Robot in Affinity  Pleasure-Arousal Space

Yoichi Yamazaki; Yutaka Hatakeyama; Fangyan Dong; Kohei Nomoto; Kaoru Hirota

doi:10.20965/jaciii.2008.p0304

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JACIII Vol.12 No.3 pp. 304-313

doi: 10.20965/jaciii.2008.p0304

(2008)

Paper:

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Fuzzy Inference based Mentality Expression for Eye Robot in Affinity Pleasure-Arousal Space

Yoichi Yamazaki, Yutaka Hatakeyama, Fangyan Dong,
Kohei Nomoto, and Kaoru Hirota

Tokyo Institute of Technology

Received:

September 19, 2007

Accepted:

February 15, 2008

Published:

May 20, 2008

Keywords:

robot, mentality expression, human interface

Abstract

A Mentality expression system based on the affinity pleasure-arousal space of eye robots is proposed for the communication between human beings and households robots. Mentality status in the proposed space is calculated by a fuzzy inference method that uses language category as the output of a speech understanding module. The constructed eye robot system expresses mentality in the affinity-pleasure-arousal space by predefined eyelid and ocular movements. Mentality expression experiments with two scenarios are performed. Since the results of an evaluation questionnaire show an average evaluation value of 3.6 out of 5.0, the proposed system is suitable for a communication architecture between interlocutor and robot. The system provides a basic interface for an information terminal in home environments.

Cite this article as:

Y. Yamazaki, Y. Hatakeyama, F. Dong, K. Nomoto, and K. Hirota, “Fuzzy Inference based Mentality Expression for Eye Robot in Affinity Pleasure-Arousal Space,” J. Adv. Comput. Intell. Intell. Inform., Vol.12 No.3, pp. 304-313, 2008.

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References

[1] C. Breazeal, “Robot in Society: Friend or Appliance,” Agents99 workshop on emotion-based agent architectures, pp. 18-26, 1999.
[2] M. Senda, H. Kobayashi, T. Shiba, and Y. Yamazaki, “Impression Evaluation of the realistic Face Robot,” In Proc. Human Interface Symposium, pp. 507-510, 2003.
[3] H. Miwa, A. Takanishi, and H. Takanobu, “Experimental study on robot personality for humanoid head robot,” In Proc. IEEE/RSJ Int. Conf. Robots and Systems, pp. 1183-1188, 2001.
[4] T. Fukuda et al., “Human-Robot Mutual Communication System,” IEEE Int. Workshop on Robot and Human Communication (ROMAN), pp. 14-19, 2001.
[5] P. Ekman and W. V. Friesen, “The Facial Action Coding System,” Consulting Psychologists Press Inc., San Francisco, CA, 1978.
[6] A. L. Yarbus, “Eye Movements and Vision,” New York Plenum, 1967.
[7] H. Saito and A. Mori, “Visual Perception and Auditory Perception,” Ohmsha, Ltd, 1999.
[8] R. A. Hinde, et al., “Non-verbal Communication,” Cambridge Univ. Press, 1972.
[9] M. F. Vargas, “Louder than words,” Iowa State University Press, Japanese translation, pp. 15-17, pp. 78-107, 1987.
[10] E. R. Kandel, J. H. Shcwarts, and T. M. Jessell, “Principle of Neural Science,” New York, Plenum Press, pp. 782-800, 2000.
[11] H. Tada, F. Yamada, and K. Fukuda, “Psychology of blinking,” Kitaoji Publishing, pp. 158-206, 1991.
[12] J. A. Russell, “Reading emotion from and into faces, The Psychology of Facial Expression,” New York, Cambridge University, pp. 295-320, 1997.
[13] Y. Yamazaki, Y. Hatakeyama, Y. Masuda, F. Dong, and K. Hirota, “Allocation of Mentality Expression Motion for Eye Robot on Pleasure-Arousal Plane,” HIF-PF2007, 2007.

This article is published under a Creative Commons Attribution-NoDerivatives 4.0 Internationa License.

[1] [1] C. Breazeal, “Robot in Society: Friend or Appliance,” Agents99 workshop on emotion-based agent architectures, pp. 18-26, 1999.

[2] [2] M. Senda, H. Kobayashi, T. Shiba, and Y. Yamazaki, “Impression Evaluation of the realistic Face Robot,” In Proc. Human Interface Symposium, pp. 507-510, 2003.

[3] [3] H. Miwa, A. Takanishi, and H. Takanobu, “Experimental study on robot personality for humanoid head robot,” In Proc. IEEE/RSJ Int. Conf. Robots and Systems, pp. 1183-1188, 2001.

[4] [4] T. Fukuda et al., “Human-Robot Mutual Communication System,” IEEE Int. Workshop on Robot and Human Communication (ROMAN), pp. 14-19, 2001.

[5] [5] P. Ekman and W. V. Friesen, “The Facial Action Coding System,” Consulting Psychologists Press Inc., San Francisco, CA, 1978.

[6] [6] A. L. Yarbus, “Eye Movements and Vision,” New York Plenum, 1967.

[7] [7] H. Saito and A. Mori, “Visual Perception and Auditory Perception,” Ohmsha, Ltd, 1999.

[8] [8] R. A. Hinde, et al., “Non-verbal Communication,” Cambridge Univ. Press, 1972.

[9] [9] M. F. Vargas, “Louder than words,” Iowa State University Press, Japanese translation, pp. 15-17, pp. 78-107, 1987.

[10] [10] E. R. Kandel, J. H. Shcwarts, and T. M. Jessell, “Principle of Neural Science,” New York, Plenum Press, pp. 782-800, 2000.

[11] [11] H. Tada, F. Yamada, and K. Fukuda, “Psychology of blinking,” Kitaoji Publishing, pp. 158-206, 1991.

[12] [12] J. A. Russell, “Reading emotion from and into faces, The Psychology of Facial Expression,” New York, Cambridge University, pp. 295-320, 1997.

[13] [13] Y. Yamazaki, Y. Hatakeyama, Y. Masuda, F. Dong, and K. Hirota, “Allocation of Mentality Expression Motion for Eye Robot on Pleasure-Arousal Plane,” HIF-PF2007, 2007.

Fuzzy Inference based Mentality Expression for Eye Robot in Affinity Pleasure-Arousal Space

Yoichi Yamazaki, Yutaka Hatakeyama, Fangyan Dong, Kohei Nomoto, and Kaoru Hirota

Yoichi Yamazaki, Yutaka Hatakeyama, Fangyan Dong,
Kohei Nomoto, and Kaoru Hirota