EEG SIGNAL ANALYSIS FOR HUMAN EMOTIONAL INTELLIGENCE
Emotional intelligence plays an important role in human daily life. To date, most evaluation for emotional intelligences are being assessed through pen and paper based psychometric assessment and facial recognitions. These are subjective as the assessment performed are based on feelings or opinio...
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Universiti Teknologi PETRONAS
2017
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Online Access: | http://utpedia.utp.edu.my/22975/1/FYP_dissertation.pdf http://utpedia.utp.edu.my/22975/ |
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my-utp-utpedia.229752022-03-07T07:22:20Z http://utpedia.utp.edu.my/22975/ EEG SIGNAL ANALYSIS FOR HUMAN EMOTIONAL INTELLIGENCE LOH, JEREMY GUO XIANG TK Electrical engineering. Electronics Nuclear engineering Emotional intelligence plays an important role in human daily life. To date, most evaluation for emotional intelligences are being assessed through pen and paper based psychometric assessment and facial recognitions. These are subjective as the assessment performed are based on feelings or opinions of the participants to identify their level of emotional intelligence. This leads to the need of assessing emotional intelligence, brainwaves, and the correlation between them for objective based assessment. In this project, the aim is to investigate the correlation between emotional intelligence and human brainwaves. The integration between an Arduino and Mindflex headset is carried out to measure one’s brainwaves in respect to emotional intelligence. The system is utilized to observe and analyse patterns of emotional state of the participants while undertaking emotional Stroop test which is a test for the participants. They will be categorized into three groups which is average, higher than average and lower than average emotional intelligence. Subjects with higher level of emotional intelligence tend to have higher brainwave activity in the alpha and beta region. Brain activity increases with emotional intelligence. Universiti Teknologi PETRONAS 2017-01 Final Year Project NonPeerReviewed application/pdf en http://utpedia.utp.edu.my/22975/1/FYP_dissertation.pdf LOH, JEREMY GUO XIANG (2017) EEG SIGNAL ANALYSIS FOR HUMAN EMOTIONAL INTELLIGENCE. Universiti Teknologi PETRONAS. (Submitted) |
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TK Electrical engineering. Electronics Nuclear engineering LOH, JEREMY GUO XIANG EEG SIGNAL ANALYSIS FOR HUMAN EMOTIONAL INTELLIGENCE |
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Emotional intelligence plays an important role in human daily life. To date,
most evaluation for emotional intelligences are being assessed through pen and paper
based psychometric assessment and facial recognitions. These are subjective as the
assessment performed are based on feelings or opinions of the participants to identify
their level of emotional intelligence. This leads to the need of assessing emotional
intelligence, brainwaves, and the correlation between them for objective based
assessment.
In this project, the aim is to investigate the correlation between emotional
intelligence and human brainwaves. The integration between an Arduino and Mindflex
headset is carried out to measure one’s brainwaves in respect to emotional intelligence.
The system is utilized to observe and analyse patterns of emotional state of the
participants while undertaking emotional Stroop test which is a test for the participants.
They will be categorized into three groups which is average, higher than average and
lower than average emotional intelligence. Subjects with higher level of emotional
intelligence tend to have higher brainwave activity in the alpha and beta region. Brain
activity increases with emotional intelligence. |
format |
Final Year Project |
author |
LOH, JEREMY GUO XIANG |
author_facet |
LOH, JEREMY GUO XIANG |
author_sort |
LOH, JEREMY GUO XIANG |
title |
EEG SIGNAL ANALYSIS FOR HUMAN EMOTIONAL INTELLIGENCE |
title_short |
EEG SIGNAL ANALYSIS FOR HUMAN EMOTIONAL INTELLIGENCE |
title_full |
EEG SIGNAL ANALYSIS FOR HUMAN EMOTIONAL INTELLIGENCE |
title_fullStr |
EEG SIGNAL ANALYSIS FOR HUMAN EMOTIONAL INTELLIGENCE |
title_full_unstemmed |
EEG SIGNAL ANALYSIS FOR HUMAN EMOTIONAL INTELLIGENCE |
title_sort |
eeg signal analysis for human emotional intelligence |
publisher |
Universiti Teknologi PETRONAS |
publishDate |
2017 |
url |
http://utpedia.utp.edu.my/22975/1/FYP_dissertation.pdf http://utpedia.utp.edu.my/22975/ |
_version_ |
1739833015099457536 |
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13.160551 |