TY - GEN
T1 - Evaluation on the Effects of Visual Intervention on Emotion and Fatigue while Driving Using Brainwave Indicator
AU - Sapta Pramana, Muhammad Farhan
AU - Arlini Puspasari, Maya
N1 - Funding Information:
This research is supported and funded by the Directorate of Research and Community Service (DRPM) Universitas Indonesia, No. NKB-1072/UN2.RST/HKP.05.00/2020
Publisher Copyright:
© 2020 ACM.
PY - 2020/9/27
Y1 - 2020/9/27
N2 - In this modern era, driving has become one of the most common habit that humans do. However, this phenomenon can lead to a big problem. The more people drive, the higher the chance of a traffic accident can occur. This study investigated the effects of visual intervention on emotion and fatigue in car driving simulation using brainwave indicator or changes in electroencephalography (EEG). Frontal Alpha Asymmetry (FAA) method were used to determine the effects on emotion while Ratio method were used to determine the effects on fatigue level. Twenty males were recruited to perform a 40 minutes car driving simulation while frontal channel of EEG was recorded. This was a within subject experiment where each participant was given both no intervention and visual intervention treatment. For the FAA method, the no intervention had a tendency to fluctuate. Therefore, inducing both positive and negative emotions. Meanwhile, the visual intervention remains on the positive side throughout the driving session indicating that the visual intervention induced a more positive emotion. The results for the repeated measure test also indicate that there is a significant difference between interventions. For the Ratio, the fatigue level was decreased for the first 30 minutes on visual intervention. Meanwhile, the fatigue level did not decrease at all for no intervention. Significant differences were found on the first 30 minutes while for the last 10 minutes there were no significant differences. These findings can be utilized as baseline for a more comprehensive research regarding traffic safety.
AB - In this modern era, driving has become one of the most common habit that humans do. However, this phenomenon can lead to a big problem. The more people drive, the higher the chance of a traffic accident can occur. This study investigated the effects of visual intervention on emotion and fatigue in car driving simulation using brainwave indicator or changes in electroencephalography (EEG). Frontal Alpha Asymmetry (FAA) method were used to determine the effects on emotion while Ratio method were used to determine the effects on fatigue level. Twenty males were recruited to perform a 40 minutes car driving simulation while frontal channel of EEG was recorded. This was a within subject experiment where each participant was given both no intervention and visual intervention treatment. For the FAA method, the no intervention had a tendency to fluctuate. Therefore, inducing both positive and negative emotions. Meanwhile, the visual intervention remains on the positive side throughout the driving session indicating that the visual intervention induced a more positive emotion. The results for the repeated measure test also indicate that there is a significant difference between interventions. For the Ratio, the fatigue level was decreased for the first 30 minutes on visual intervention. Meanwhile, the fatigue level did not decrease at all for no intervention. Significant differences were found on the first 30 minutes while for the last 10 minutes there were no significant differences. These findings can be utilized as baseline for a more comprehensive research regarding traffic safety.
KW - driving simulation
KW - electroencephalogram
KW - emotion
KW - Ergonomics
KW - fatigue
KW - Frontal Alpha Asymmetry
UR - http://www.scopus.com/inward/record.url?scp=85098139890&partnerID=8YFLogxK
U2 - 10.1145/3429551.3429554
DO - 10.1145/3429551.3429554
M3 - Conference contribution
AN - SCOPUS:85098139890
T3 - ACM International Conference Proceeding Series
SP - 196
EP - 201
BT - ICIBE 2020 - 2020 6th International Conference on Industrial and Business Engineering
PB - Association for Computing Machinery
T2 - 6th International Conference on Industrial and Business Engineering, ICIBE 2020
Y2 - 27 September 2020 through 29 September 2020
ER -