Analysis of Relationship between Electroencephalograms and Subjective Measurements for In-Vehicle Information System: A Preliminary Study

In this study, we explored the relationship between objective and subjective measures for usability evaluation in in-vehicle infotainment systems (IVISs). As a case study, four displays were evaluated based on cluster location and display orientation (that is, front–horizontal, front–vertical, right...

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Autores principales:	Nahyeong Kim, Mungyeong Choe, Jaehyun Park, Jungchul Park, Hyun K. Kim, Jungyoon Kim, Muhammad Hussain, Suhwan Jung
Formato:	article
Lenguaje:	EN
Publicado:	MDPI AG 2021
Materias:	in-vehicle infotainment system (IVIS) display usability electroencephalogram (EEG) questionnaire Medicine R
Acceso en línea:	https://doaj.org/article/b5cb282cd58e49f6b5d34bc7da689fc2
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spelling	oai:doaj.org-article:b5cb282cd58e49f6b5d34bc7da689fc22021-11-25T17:51:43ZAnalysis of Relationship between Electroencephalograms and Subjective Measurements for In-Vehicle Information System: A Preliminary Study10.3390/ijerph1822121731660-46011661-7827https://doaj.org/article/b5cb282cd58e49f6b5d34bc7da689fc22021-11-01T00:00:00Zhttps://www.mdpi.com/1660-4601/18/22/12173https://doaj.org/toc/1661-7827https://doaj.org/toc/1660-4601In this study, we explored the relationship between objective and subjective measures for usability evaluation in in-vehicle infotainment systems (IVISs). As a case study, four displays were evaluated based on cluster location and display orientation (that is, front–horizontal, front–vertical, right–horizontal, and right–vertical). Thirty-six participants performed tasks to manipulate the functions of the IVISs and data were collected through an electroencephalogram (EEG) sensor and questionnaire items. We analysed a model that estimated EEG-based objective indicators from subjective indicators. As a result, the objective indicators reflected the subjective indicators and were considered to explain the driver’s cognitive state. Although EEG data were collected from only four participants, this study proposed an experimental design that could be applied to the analysis of the relationship between the subject’s evaluation and EEG signals, as a preliminary study. We expect the experimental design and results of this study to be useful in analysing objective and subjective measures of usability evaluation.Nahyeong KimMungyeong ChoeJaehyun ParkJungchul ParkHyun K. KimJungyoon KimMuhammad HussainSuhwan JungMDPI AGarticlein-vehicle infotainment system (IVIS)displayusabilityelectroencephalogram (EEG)questionnaireMedicineRENInternational Journal of Environmental Research and Public Health, Vol 18, Iss 12173, p 12173 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	in-vehicle infotainment system (IVIS) display usability electroencephalogram (EEG) questionnaire Medicine R
spellingShingle	in-vehicle infotainment system (IVIS) display usability electroencephalogram (EEG) questionnaire Medicine R Nahyeong Kim Mungyeong Choe Jaehyun Park Jungchul Park Hyun K. Kim Jungyoon Kim Muhammad Hussain Suhwan Jung Analysis of Relationship between Electroencephalograms and Subjective Measurements for In-Vehicle Information System: A Preliminary Study
description	In this study, we explored the relationship between objective and subjective measures for usability evaluation in in-vehicle infotainment systems (IVISs). As a case study, four displays were evaluated based on cluster location and display orientation (that is, front–horizontal, front–vertical, right–horizontal, and right–vertical). Thirty-six participants performed tasks to manipulate the functions of the IVISs and data were collected through an electroencephalogram (EEG) sensor and questionnaire items. We analysed a model that estimated EEG-based objective indicators from subjective indicators. As a result, the objective indicators reflected the subjective indicators and were considered to explain the driver’s cognitive state. Although EEG data were collected from only four participants, this study proposed an experimental design that could be applied to the analysis of the relationship between the subject’s evaluation and EEG signals, as a preliminary study. We expect the experimental design and results of this study to be useful in analysing objective and subjective measures of usability evaluation.
format	article
author	Nahyeong Kim Mungyeong Choe Jaehyun Park Jungchul Park Hyun K. Kim Jungyoon Kim Muhammad Hussain Suhwan Jung
author_facet	Nahyeong Kim Mungyeong Choe Jaehyun Park Jungchul Park Hyun K. Kim Jungyoon Kim Muhammad Hussain Suhwan Jung
author_sort	Nahyeong Kim
title	Analysis of Relationship between Electroencephalograms and Subjective Measurements for In-Vehicle Information System: A Preliminary Study
title_short	Analysis of Relationship between Electroencephalograms and Subjective Measurements for In-Vehicle Information System: A Preliminary Study
title_full	Analysis of Relationship between Electroencephalograms and Subjective Measurements for In-Vehicle Information System: A Preliminary Study
title_fullStr	Analysis of Relationship between Electroencephalograms and Subjective Measurements for In-Vehicle Information System: A Preliminary Study
title_full_unstemmed	Analysis of Relationship between Electroencephalograms and Subjective Measurements for In-Vehicle Information System: A Preliminary Study
title_sort	analysis of relationship between electroencephalograms and subjective measurements for in-vehicle information system: a preliminary study
publisher	MDPI AG
publishDate	2021
url	https://doaj.org/article/b5cb282cd58e49f6b5d34bc7da689fc2
work_keys_str_mv	AT nahyeongkim analysisofrelationshipbetweenelectroencephalogramsandsubjectivemeasurementsforinvehicleinformationsystemapreliminarystudy AT mungyeongchoe analysisofrelationshipbetweenelectroencephalogramsandsubjectivemeasurementsforinvehicleinformationsystemapreliminarystudy AT jaehyunpark analysisofrelationshipbetweenelectroencephalogramsandsubjectivemeasurementsforinvehicleinformationsystemapreliminarystudy AT jungchulpark analysisofrelationshipbetweenelectroencephalogramsandsubjectivemeasurementsforinvehicleinformationsystemapreliminarystudy AT hyunkkim analysisofrelationshipbetweenelectroencephalogramsandsubjectivemeasurementsforinvehicleinformationsystemapreliminarystudy AT jungyoonkim analysisofrelationshipbetweenelectroencephalogramsandsubjectivemeasurementsforinvehicleinformationsystemapreliminarystudy AT muhammadhussain analysisofrelationshipbetweenelectroencephalogramsandsubjectivemeasurementsforinvehicleinformationsystemapreliminarystudy AT suhwanjung analysisofrelationshipbetweenelectroencephalogramsandsubjectivemeasurementsforinvehicleinformationsystemapreliminarystudy
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Analysis of Relationship between Electroencephalograms and Subjective Measurements for In-Vehicle Information System: A Preliminary Study

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