An Investigation of Brain Signal Characteristics between Hafiz/Hafizah Subjects and Non-Hafiz/Hafizah Subjects

S. F.Abdul Halim, S. A. Awang, S. Mohamaddan

研究成果: Conference article査読

1 被引用数 (Scopus)

抄録

Tahfiz education has gain its popularity among Malaysians thus expand the circle of hafiz and hafizah all over the country. This study has been done to investigate effect of memorizing Al-Quran by determining the difference between hafiz/hafizah subjects and non-hafiz/hafizah subjects in terms of their focus using brain signal characteristics. 10 subjects (5 hafiz/hafizah and 5 non-hafiz/hafizah) have been participated in this study. Database of EEG was recorded by using EegoSport (ANT Neuro, ES-230, The Netherlands) while listening no music, rock music, instrumental music and Al-Quran audio simultaneously with Continuous Performance Task (CPT). The classification has been done by using machine learning method. Decision Tree method have obtained the highest accuracy (96.63%) for PSD Burg by using beta wave. The finding shows that hafiz/hafizah group were more focus in all given tasks compared to non-hafiz/hafizah group. Statistical analysis by using Wilcoxon Signed-Ranks Test found that the designed methodology was significant with 95% confidence interval.

本文言語English
論文番号012037
ジャーナルJournal of Physics: Conference Series
2071
1
DOI
出版ステータスPublished - 2021 11月 25
イベント2021 International Conference on Biomedical Engineering, ICoBE 2021 - Virtual, Online, Malaysia
継続期間: 2021 9月 142021 9月 15

ASJC Scopus subject areas

  • 物理学および天文学(全般)

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