Title :
Estimating emotion changes using electroencephalographic activities and its clinical application
Author :
Osaka, Kyoko ; Chiba, Shin-ichi ; Tanioka, Tetsuya ; Kawanishi, Chiemi ; Nagamine, Isao ; Ren, Fuji ; Kuroiwa, Shingo ; Tada, Toshiko ; Yamashita, Ruriko ; Kishimoto, Mayuko ; Nishimura, Mika ; Yamamoto, Ai ; Locsin, Rozzano C. ; Takasaka, Yoichiro
Author_Institution :
Fac. of Eng., Tokushima Univ., Japan
fDate :
30 Oct.-1 Nov. 2005
Abstract :
In the care, the communication based empathetic understanding is important. We have examined how to grasp empathetic understanding. We presume that the measurement of electroencephalographic (EEG) changes, those activities that are considered physiological indicators, enables an objective understanding of changes in emotions of those who have difficulty in expressing these through facial expression or physical action. Generally, EEG is used in the hospital to examine encephalopathy and brain disorder. Using an electroencephalograph device to acquire digital data we propose a method to objectively capture changes in the recognition state of people from changes in EEG activities (action potential), and a way to apply it into a clinical situation.
Keywords :
biomedical measurement; electroencephalography; emotion recognition; health care; neurophysiology; patient care; psychology; EEG change measurement; brain disorder; clinical application; electroencephalographic activities; emotion change estimation; empathetic understanding; physiological indicators; Biomedical engineering; Brain; Cities and towns; Educational institutions; Electroencephalography; Emotion recognition; Frequency; Hospitals; Medical diagnostic imaging; Medical services;
Conference_Titel :
Natural Language Processing and Knowledge Engineering, 2005. IEEE NLP-KE '05. Proceedings of 2005 IEEE International Conference on
Print_ISBN :
0-7803-9361-9
DOI :
10.1109/NLPKE.2005.1598851