Proposal for the extraction method of personal comfort and preference by the EEG maps

Satomi Ota, Shin Ichi Ito, Yasue Mitsukura, Minora Fukumi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Abstract

Recently, many researches of the extraction of personal comfort and preference have been studied. Personal comfort and preference depend on a person, therefore the index is needed for the measurement. Then, we aim to understand personal comfort and preference by using the EEG as an index. The purpose of this study is to make the EEG map that makes visual the relationship between the EEG and external stimuli. We think that analyzing the distribution in the EEG map leads to the extraction of personal preference. First of all, we measure EEG patterns in 3 conditions; neutral which is the state relaxing without external stimuli, listening to favorite music, and smelling favorite fragrance. Then, we make the data matrix from the obtain data. Then, we extract features from the matrix by using neural networks. Finally, we make the EEG map to clarify the location of each EEG feature. In order to show the effectiveness of the proposed method, we demonstrate the simulation examples.

Original languageEnglish
Title of host publication2006 SICE-ICASE International Joint Conference
Pages604-607
Number of pages4
DOIs
Publication statusPublished - 2006 Dec 1
Externally publishedYes
Event2006 SICE-ICASE International Joint Conference - Busan, Korea, Republic of
Duration: 2006 Oct 182006 Oct 21

Publication series

Name2006 SICE-ICASE International Joint Conference

Other

Other2006 SICE-ICASE International Joint Conference
CountryKorea, Republic of
CityBusan
Period06/10/1806/10/21

Keywords

  • EEG
  • External stimuli
  • Neural networks

ASJC Scopus subject areas

  • Computer Science Applications
  • Control and Systems Engineering
  • Electrical and Electronic Engineering

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    Ota, S., Ito, S. I., Mitsukura, Y., & Fukumi, M. (2006). Proposal for the extraction method of personal comfort and preference by the EEG maps. In 2006 SICE-ICASE International Joint Conference (pp. 604-607). [4108902] (2006 SICE-ICASE International Joint Conference). https://doi.org/10.1109/SICE.2006.315706