Thinking state monitoring using plural physiological signals

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics

Volumn 7, Issue , 2002, Pages 431-436

  Kurooka, Taketoshi ^a   Ando, Masato ^a   Yamashita, Yuh ^a   Nishitani, Hirokazu ^a  

^a NARA INSTITUTE OF SCIENCE AND TECHNOLOGY   (Japan)

Author keywords

Human interface; Human support system; Physiological signal; Thinking state

Indexed keywords

ELECTROCARDIOGRAPHY; PROBLEM SOLVING; SIGNAL PROCESSING; USER INTERFACES;

PHYSIOLOGICAL SIGNALS;

PHYSIOLOGICAL MODELS;

EID: 0038745679     PISSN: 08843627     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (21)

1. A. R. Ax, "The physiological differentiation between fear and anger in humans," Psychosomatic Medicine, vol. 15, pp. 147-150, 1953.
2. W. G. Walter, R. Cooper, V. J. Aldridge, W. C. McCalm, and A. L. Winter, "Contingent negative variation-an electric sign of sensorimotor association and expectancy in the human brain," Nature, vol. 203, pp. 380-384, 1964.
3. A. T. Pope, E. H. Bogart, and D. S. Bartolome, "Evoked-potential correlates of stimulus uncertainty," Science, vol. 150, pp. 1187-1188, 1965.
4. J. C. Hassen and S. A. Hillyard, "Endogenous brain potentials associated with selective auditory attention," Electroencephalography and Clinical Neurophysiology, vol. 49, pp. 277-290, 1980.
5. M. Kutas and S. A. Hilliyard, "Reading senseless sentences: Brain potentials reflect semantic in congruity," Science, vol. 207, pp. 203-205, 1980.
6. D. H. Lee and K. S. Park, "Multivariate analysis of mental and physical load components in sinus arrhythmia scores," Ergonomics, vol. 33, no. 1, pp. 147-150, 1953.
7. M. Takahashi, M. Kitamura, and H. Yoshikawa, "Realtime cognitive state estimation by neural network," Transactions of the Society of Instrument and Control, vol. 30, pp. 892-901, 1994.
8. A. T. Pope, E. H. Bogart, and D. S. Bartolome, "Biocybernetic system evaluates indices of operator engagement in automated task," Biological Psychology, vol. 40, pp. 187-195, 1995.
9. G. F. Wilson and F. Fisher, "Cognitive task classification based upon topographic eeg data," Biological Psychology, vol. 40, pp. 239-250, 1995.
10. N. Saiwaki, H. Togashi, H. Tsujimoto, and S. Nishida, "An adaptive interface based on physiological indexes," in Proceedings of IEEE International Conference on Systems, Man, and Cybernetics (SMC'96), Beijing, China, 1996, pp. 2793-2798.
11. T. Musha, Y. Terasaki, H. A. Haque, and G.A. Ivanitsk, "Feature extraction from eegs associated with emotions," Artificial Life and Robotics, vol. 1, pp. 15-19, 1997.
12. A. Gevins, M.E. Smith, H. Leong, L. McEvoy, S. Whitfieldand R. Du, and G. Rush, "Monitoring working memory load during computer-based tasks with eeg pattern recognition methods," Human Factors, vol. 40, pp. 79-91, 1998.
13. A. R. Nikolaev, G. A. Ivanitskii, and A. M. Ivanitskii, "Reproducible eeg alpha-patterns in psychological task solving," Human Physiology, vol. 24, pp. 261-268, 1998.
14. F.G. Freeman, P.J. Mikulka, L.J. Prinzel, and M. W. Scerbo, "Evaluation of an adaptive automation system using three eeg indices with a visual tracking task," Biological Psychology, vol. 50, pp. 61-76, 1999.
15. A. Gevins and M.E. Smith, "Detecting transient cognitive impairment with eeg pattern recognition method," Aviation, Space and Environmental Medicine, vol. 70, pp. 1018-1024, 1999.
16. T. Kurooka, M. Kisa, Y. Yamashita, and H. Nishitani, "Application of mind state estimation to plant operators," in Proceedings of 7th IFAC/IFIP/IFORS/IEA Symposium on Analysis, Design and Evaluation of Man-Machine Systems (MMS98), Kyoto, Japan, 1998, pp. 539-544.
17. T. Kurooka, Y. Yamashita, and H. Nishitani, "Estimation of plant operator's thinking state using eegs," in Proceedings of 15th World Congress of International Measurement Confederation (IMEKO-XV), Osaka, Japan, 1999a, vol. Paper 18.2.3.
18. T. Kurooka, Y. Yamashita, and H. Nishitani, "Mind state estimation in logical thinking jobs," in Proceedings of IEEE International Conference on Systems, Man, and Cybernetics (SMC'99), Tokyo, Japan, 1999b, pp. II. 407-412.
19. T. Kurooka, Y. Yamashita, and H. Nishitani, "Mind state estimation for operator support," Computers and Chemical Engineering, vol. 24, pp. 551-556, 2000.
20. T. Kurooka, M. Yamakawa, Y. Yamashita, and H. Nishitani, "Real-time monitoring of a plant operator's thinking state," Journal of Chemical Engineering of Japan, vol. 34, no. 11, pp. 1387-1395, 2001.
21. T. Kohonen, Self-Organizing Maps, Springer-Verlag Berlin Heidelberg, New York, second edition, 1997.