Proceedings of the 4th International Conference on Informatics, Technology and Engineering 2023 (InCITE 2023)

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The Influence of Noise Factors on Concentration Based on EEG Signal

Authors
Rahmaniyah Dwi Astuti1, *, Rahma Sabilah Nurbi2, Bambang Suhardi2, Pringgo Widyo Laksono2, Irwan Iftadi2
1Doctoral Program in Industrial Engineering, Sebelas Maret University, Surakarta, Indonesia
2Industrial Engineering Departement, Sebelas Maret University, Surakarta, Indonesia
*Corresponding author. Email: rahmaniyahdwis3@student.uns.ac.id
Corresponding Author
Rahmaniyah Dwi Astuti
Available Online 19 November 2023.
DOI
10.2991/978-94-6463-288-0_31How to use a DOI?
Keywords
Noise; EEG; Concentration; Beta Signal; Total Response Time
Abstract

The noise intensity with different levels can affect human cognitive abilities, performance, and brain activity. Human cognitive performance, especially concentration, is needed when doing work activities. However, there are still few studies related to the effect of continuous noise in the textile industry on cognitive performance as measured by electroencephalogram (EEG). This study aims to see the impact of noise caused by textile industry noise sources on concentration. In this study, an experiment was conducted to see the effect of noise on cognitive performance and attention with the variables used, namely sound intensity (45 dB, 75 dB, 85 dB, and 95 dB) and gender (female and male). The instruments used during the research, namely the trail-making test and the muse headband, were then analyzed using total response time and relative band power beta. The participants involved were 30 subjects, namely 15 men and 15 women aged 18-25 years. The two-way mixed ANOVA test results show the total response time with a significance value of 0.000 and the relative band power beta on the TP10 or right temporal channel with a significance value of 0.002. It can be concluded that the participants, when doing activities, are given noise disturbances with different sound intensities that affect concentration.

Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 4th International Conference on Informatics, Technology and Engineering 2023 (InCITE 2023)
Series
Atlantis Highlights in Engineering
Publication Date
19 November 2023
ISBN
10.2991/978-94-6463-288-0_31
ISSN
2589-4943
DOI
10.2991/978-94-6463-288-0_31How to use a DOI?
Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Rahmaniyah Dwi Astuti
AU  - Rahma Sabilah Nurbi
AU  - Bambang Suhardi
AU  - Pringgo Widyo Laksono
AU  - Irwan Iftadi
PY  - 2023
DA  - 2023/11/19
TI  - The Influence of Noise Factors on Concentration Based on EEG Signal
BT  - Proceedings of the 4th International Conference on Informatics, Technology and Engineering 2023 (InCITE 2023)
PB  - Atlantis Press
SP  - 368
EP  - 376
SN  - 2589-4943
UR  - https://doi.org/10.2991/978-94-6463-288-0_31
DO  - 10.2991/978-94-6463-288-0_31
ID  - Astuti2023
ER  -