Analysis on the Effect of Living Habits and Environment to Concentration

Yukai Gu*, Qun Jin

*この研究の対応する著者

研究成果: Conference contribution

抄録

It is believed that the living habits and living environment have a close relationship with a person’s concentration. In this study, an experiment is designed to measure the degree of concentration for two subjects for 40 days. Living habits and environment data, as well as EEG (Electroencephalogram) data are collected and divided into six cases according to gender and concentration status, and then PCA (Principal Component Analysis) for each case is conducted. Furthermore, using the principal components identified by PCA, a regression model is constructed to analyze the relationship between lifestyle (living habits and environment) data and concentration indexes by EEG. The analysis results on all the data of the subjects suggested that the regression model has a certain degree of accuracy and there exists a significant relationship between concentration and the time and quality of sleep on the previous day, even if the concentration status on the following day is different.

本文言語English
ホスト出版物のタイトルHCI International 2022 Posters - 24th International Conference on Human-Computer Interaction, HCII 2022, Proceedings
編集者Constantine Stephanidis, Margherita Antona, Stavroula Ntoa
出版社Springer Science and Business Media Deutschland GmbH
ページ129-136
ページ数8
ISBN(印刷版)9783031063879
DOI
出版ステータスPublished - 2022
イベント24th International Conference on Human-Computer Interaction, HCI International, HCII 2022 - Virtual, Online
継続期間: 2022 6月 262022 7月 1

出版物シリーズ

名前Communications in Computer and Information Science
1581 CCIS
ISSN(印刷版)1865-0929
ISSN(電子版)1865-0937

Conference

Conference24th International Conference on Human-Computer Interaction, HCI International, HCII 2022
CityVirtual, Online
Period22/6/2622/7/1

ASJC Scopus subject areas

  • コンピュータ サイエンス(全般)
  • 数学 (全般)

フィンガープリント

「Analysis on the Effect of Living Habits and Environment to Concentration」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル