p-Index From 2021 - 2026
11.391
P-Index
This Author published in this journals
All Journal International Journal of Electrical and Computer Engineering Katalogis Politico: Jurnal Ilmu Politik Management of Aquatic Resources Journal (Maquares) Jurnal Inovasi Pendidikan Kimia Indonesian Journal of Disability Studies Sistemasi: Jurnal Sistem Informasi JOIV : International Journal on Informatics Visualization Unnes Science Education Journal Journal of Management Review Jurnal Panorama Hukum EnviroScienteae Syntax Literate: Jurnal Ilmiah Indonesia Jurnal Organisasi Dan Manajemen OLDI (Oseanologi dan Limnologi di Indonesia) Bioma : Jurnal Biologi Indonesia JCE (Journal of Childhood Education) Tarbawi: Jurnal Keilmuan Manajemen Pendidikan JURNAL ILMIAH CAHAYA PAUD JOURNAL EQUITABLE JURNAL PHOTON JURNAL PENDIDIKAN TAMBUSAI Jurnal Basicedu JURTEKSI Prosiding SAKTI (Seminar Ilmu Komputer dan Teknologi Informasi) JUPE : Jurnal Pendidikan Mandala Jurnal Abdimas PHB : Jurnal Pengabdian Masyarakat Progresif Humanis Brainstorming Pagaruyuang Law Journal Pena Justisia: Media Komunikasi dan Kajian Hukum Diklat Review : Jurnal manajemen pendidikan dan pelatihan Advances in Food Science, Sustainable Agriculture and Agroindustrial Engineering (AFSSAAE) Childhood Education : Jurnal Pendidikan Anak Usia Dini JIIP (Jurnal Ilmiah Ilmu Pendidikan) Eksekusi : Journal Of Law Al-Mudarris : Jurnal Ilmiah Pendidikan Islam Journal of Early Childhood Education (JECE) Thufuli: Jurnal Ilmiah Pendidikan Islam Anak Usia Dini Jurnal Pengabdian kepada Masyarakat Nusantara Ceria: Jurnal Program Studi Pendidikan Anak Usia Dini Sustainable Environmental and Optimizing Industry Journal Journal of Banua Science Education RIO LAW JURNAL Jurnal Ilmu Sosial dan Ilmu Politik Malikussaleh (JSPM) MANAJERIAL: Jurnal Inovasi Manajemen dan Supervisi Pendidikan Jurnal Media Informatika Halal Research Journal WISDOM: Jurnal Pendidikan Anak Usia Dini Jurnal Ekonomi dan Manajemen Indonesia Jurnal An-Nasyr: Jurnal Dakwah Dalam Mata Tinta Jurnal Minfo Polgan (JMP) Jurnal Gagasan Hukum Teknologika Prosiding Seminar Nasional Sisfotek (Sistem Informasi dan Teknologi Informasi) Jurnal Basicedu Jurnal Lektur Keagamaan Journal of Artificial Intelligence and Digital Business Indonesian Research Journal on Education Eduvest - Journal of Universal Studies Innovative: Journal Of Social Science Research Hikami : Jurnal Ilmu Alquran dan Tafsir Jurnal Pengabdian Masyarakat Bangsa Multidisciplinary Journal of Education, Economic and Culture Bharasumba Jurnal Multidispliner JECIE (Journal of Early Childhood and Inclusive Education) Metathesis: Journal of English Language, Literature, and Teaching HYPOTHESIS : MULTIDISCIPLINARY JOURNAL OF SOCIAL SCIENCES SIGNIFICANT : JOURNAL OF RESEARCH AND MULTIDISCIPLINARY Alhaqiqa: Jurnal Komunikasi dan Penyiaran Islam Society LinguaScopes: International Journal of Language Education Jurnal Pengabdian Rekayasa dan Wirausaha
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : JOIV : International Journal on Informatics Visualization

Classification of Human Concentration Levels Based on Electroencephalography Signals Siregar, Baihaqi; Florence, Grace; Seniman, Seniman; Fahmi, Fahmi; Mubarakah, Naemah
JOIV : International Journal on Informatics Visualization Vol 8, No 2 (2024)
Publisher : Society of Visual Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62527/joiv.8.2.2045

Abstract

Concentration denotes the capability to direct one's attention to a specific subject matter. Presently, within the era characterized by an overwhelming abundance of information inundating human existence, distractions frequently impede human concentration, thereby influencing the depth of knowledge acquisition. Various elements contribute to the decline in human concentration, including diminished metabolic states, inadequate sleep, and engaging in multiple tasks simultaneously. The cognitive state of an individual during the process of thinking can be assessed through the analysis of electroencephalography signals. The primary objective of this investigation is to facilitate experts' interpretation of electroencephalography signal outcomes for categorizing concentration levels. The dataset utilized in this examination comprises unprocessed EEG data obtained from observing individuals in both relaxation and concentration states. After data preprocessing, feature extraction is executed, and classification is performed using the Support Vector Machine technique. The outcome of this study reveals an accuracy rate of 84%. These developments allow for continual monitoring of brain function, an enhanced comprehension of cerebral activities, and increased operational efficacy of end-effectors. The implications of these advancements on prospective research opportunities are evident in the potential for more accurate diagnosis of neurological disorders and the progression of sophisticated BCI applications designed to support healthcare and monitor cognitive states. The evolution of EEG technology is paving the way for novel research pathways in neuroscience and human-computer interaction.
Co-Authors A.A. Ketut Agung Cahyawan W Abdul Ghofar Abdullah, Syahrul Mubarak Adelia, Masayu Adi Sanjaya Aditya Rahman Adnans, Abdhy Aulia Afriandi, Angga Afrita, Indra Agus Arifin Sentosa, Agus Arifin Agustina, Resty Akhmad Sodiq Ali Murtopo Ali Zainal Abidin Ali, Akhmad Chaidir Ali, Muhammad Husin Almanda, Dinda Ana, Herliana Andiyan Anwar, H. Chairil Aprillia, Elisa Arfiani, Mutia Arjulayana Arjulayana As'ad, Ihwana Asniati, Asniati Atika, Nyimas AZIS, AHMAD RIDHAI Budhiarti Nababan, Erna Chairil Anwar Chodrijah, Umi Cindrya, Elsa Claudia Gadizza Perdani, Claudia Gadizza Cut Dewi, Cut Daeng, Yusuf Daga, Agustinus Tanggu Darmawan, Raden Desvi Wahyuni Dewi Maya Sari Dian, Nurul Huda Fauzan Naufal Diana, Zafira DM, M. Yusuf Dodi Zulherman Dwipa, Lalu Belik Made Efendi, Syahril Eko Jokolelono Enas, Enas Fathurrahman, Achmad Fatimah, Atin Fauza Khair febriyanti febriyanti Ferra Ferra, Ferra Firiyani, Afiyah Fitri, Izza Florence, Grace Fradhil Mensa, Fradhil Gaffar, Andi Widya Mufila H, Irawan Hamidah, Nining Siti Hamiseno, Giri Sarana Hammam Muzakki, Muhammad Nauval Hapsari, Dara Puspita Hariani M. Pakka Hasiri, Ery Muchyar Hayati Hayati Hendrianie, Nuniek Herlambang, Divanie Normayulia Herman, Ferey Herry Iswahyudi Heru Suprapto Hery Widijanto Husairi, Akhmad Hutabarat, santa Delima If'all, If'all Ifall, Ifall Iffah, Izzatul Inayah Nurbaiti Indriani Indriani Iqsandri, Rai Irawani, Rio Irnia Nurika Jailani Jailani Johan, Efesus Johar, Olivia Anggie Julyano, Petra Handry Junila Puteri, Mawaddah Kadriyani, Emilda Karim, Samuel Khosiah, Siti Kohar Sulistyadi KRISTIANA MARYANI, KRISTIANA Kurnia, Putri Kurniawan, Verina Deawanny Kusuma, Tubagus Tirta Kusumahati, Sari Leo, Hendrik Libra, Robert Lina Lina Lisa Ratnasari Lubis, Hafni M. Muslim Maemunah Maemunah Maharani, Melani Firdha Malintang, Jimmy Manurung, Gabriel Obed M.T. Marno Marno Marsadi, Dani Maryamah Maryamah Marzoan, Lalu Maulidia Maulidia, Maulidia Maulinda, Tasya Maulini, Luciana Maya Silvi Lydia Ma’ruf, Rachman Megasari, Gabrilla Ulfa Meka, Wahyu Melinda Melinda Mina Rizky, Muharratul Minarny Gobel Misbahuddin Misbahuddin Moh. Yamin Muhammad Irhamsyah Muhardi , Dedi Muhibuddin Muhibuddin, Muhibuddin Mumu Muzayyin Maq Muqoffi, Muqoffi Muttaqin, Widang Muzakhar, Syah Sultan Ali Naemah Mubarakah Najmi, Akmalun Naria, Naria Nirmala, Bela Novariani, Novariani Novliadi, Ferry Nur'aini, Aisyah Nurwijayanti Oktavianingrum, Eva Pakaya, Irfan Pakaya, Irfan Pambudi Yuwono Pardede, Rudi Poltak Sihombing Pratama, Adhitya Yudha Puspitasari, Ema Putra, Trianggara Putri, Yecha Febrieanitha Putriana, Caitlin Gloria Rachmaniah, Orchidea Rahman Zulkarnain , Ahmad Fadchur Rahman, M. Rezki Rahmati, Pramita Dwi Rahmatullah, Andi Muhammad Rai Iqsandri, Rai Iqsandri Ramdan Satra Regina, Putri Retno Wulandari Rifai, Mohamad Rismadi, Rismadi Riza, Nurmayuni Tria Rizana, Rizana Rizki Ramadhan Romulo S Sagala, Romulo Rudianto, Totok Sadiqin, Ikhwan Khairu Safitri, Nadia Sahputra, Candra Samosir, Herri Suryadi Samparia, Dian Asrini Santoso, Tri Heru Sapuadi, Sapuadi Saripudin, Akhmad satria adi nugroho Seniman, Seniman Setiawan, Yohanes Ari Setiyo Gunawan Sherry Hadiyani Shopia, Shopia Sihotang, Marito Sari Siregar, Baihaqi Siregar, Murni Kurniyanti Siti Hasanah Siti Zahreni Sri Hidayati Sri Rachmania Juliastuti, Sri Rachmania Sri Rani Fauziah, Sri Rani Sri Utami Sri Wahyuni Sri Wuryanti Suhendro Suhendro Supriharyono Supriharyono Sutiah Sutiah Syarwinda, Syarwinda Tarigan, A Perwira Mulia Tarsinah Sumarni Triana, Yeni Tutut Handayani Ulfiani, Sri Umma, Fahratul Wahyuni, Dinda Tri Wanda, Rizky Febri Widya Rahmawati Widyasti, Lintang Dian Widyawati, Dewi Winstar, Yelia Nathassa Wisnu, Mita Mellenia Wulandari, Utari Wuryandini, Wuryandini Wuryandini, Wuryandini Yani, Afri Yeni Rahmawati, Yeni Yudha Irhasyuarna Yuliana, Ema Yulianti, Yuyun Eka Yuniar Yuniar Yunidar Yuwaldi Away