@article{ART001490108},
author={전기환 and 오주영 and Yeon-Man Jeong and 양동일 and 박순희},
title={A Study on Algorithm of Emotion Analysis using EEG and HRV},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2010},
volume={15},
number={10},
pages={105-112}
TY - JOUR
AU - 전기환
AU - 오주영
AU - Yeon-Man Jeong
AU - 양동일
AU - 박순희
TI - A Study on Algorithm of Emotion Analysis using EEG and HRV
JO - Journal of The Korea Society of Computer and Information
PY - 2010
VL - 15
IS - 10
PB - The Korean Society Of Computer And Information
SP - 105
EP - 112
SN - 1598-849X
AB - In this paper, the bio-signals, such as EEG, ECG were measured with a sensor and their characters were drawn out and analyzed. With results from the analysis, four emotion of rest, concentration, tension and depression were inferred. In order to assess one’s emotion, the characteristic vectors were drawn out by applying various ways, including the frequency analysis of the bio-signals like the measured EEG and HRV. RBFN, a neural network of the complex structure of unsupervised and supervised learning, was applied to classify and infer the deducted information. Through experiments, the system suggested in this thesis showed better capability to classify and infer than other systems using a different neural network. As follow-up research tasks, the recognizance rate of the measured bio-signals should be improved. Also, the technology which can be applied to the wired or wireless sensor measuring the bio-signals more easily and to wearable computing should be developed.
KW -
DO -
UR -
ER -
전기환, 오주영, Yeon-Man Jeong, 양동일 and 박순희. (2010). A Study on Algorithm of Emotion Analysis using EEG and HRV. Journal of The Korea Society of Computer and Information, 15(10), 105-112.
전기환, 오주영, Yeon-Man Jeong, 양동일 and 박순희. 2010, "A Study on Algorithm of Emotion Analysis using EEG and HRV", Journal of The Korea Society of Computer and Information, vol.15, no.10 pp.105-112.
전기환, 오주영, Yeon-Man Jeong, 양동일, 박순희 "A Study on Algorithm of Emotion Analysis using EEG and HRV" Journal of The Korea Society of Computer and Information 15.10 pp.105-112 (2010) : 105.
전기환, 오주영, Yeon-Man Jeong, 양동일, 박순희. A Study on Algorithm of Emotion Analysis using EEG and HRV. 2010; 15(10), 105-112.
전기환, 오주영, Yeon-Man Jeong, 양동일 and 박순희. "A Study on Algorithm of Emotion Analysis using EEG and HRV" Journal of The Korea Society of Computer and Information 15, no.10 (2010) : 105-112.
전기환; 오주영; Yeon-Man Jeong; 양동일; 박순희. A Study on Algorithm of Emotion Analysis using EEG and HRV. Journal of The Korea Society of Computer and Information, 15(10), 105-112.
전기환; 오주영; Yeon-Man Jeong; 양동일; 박순희. A Study on Algorithm of Emotion Analysis using EEG and HRV. Journal of The Korea Society of Computer and Information. 2010; 15(10) 105-112.
전기환, 오주영, Yeon-Man Jeong, 양동일, 박순희. A Study on Algorithm of Emotion Analysis using EEG and HRV. 2010; 15(10), 105-112.
전기환, 오주영, Yeon-Man Jeong, 양동일 and 박순희. "A Study on Algorithm of Emotion Analysis using EEG and HRV" Journal of The Korea Society of Computer and Information 15, no.10 (2010) : 105-112.
