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All Journal Jurnal Ilmiah KOMPUTASI Jurnal Informatika Bina Insani ICT Journal MATRIK : Jurnal Manajemen, Teknik Informatika, dan Rekayasa Komputer METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi Kilat INTEK: Informatika dan Teknologi Informasi JISICOM (Journal of Information System, Infomatics and Computing) Journal of Information System, Applied, Management, Accounting and Research Zonasi: Jurnal Sistem Informasi JATI (Jurnal Mahasiswa Teknik Informatika) JIKA (Jurnal Informatika) Jurnal Infortech Community Development Journal: Jurnal Pengabdian Masyarakat Jurnal Teknologi Informatika dan Komputer Jurnal Sistem Informasi SPEED - Sentra Penelitian Engineering dan Edukasi Jurnal Saintekom : Sains, Teknologi, Komputer dan Manajemen Jurnal Pengabdian Multidisiplin Jurnal Teknologi Sistem Informasi Jurnal Pengabdian Kolaborasi dan Inovasi IPTEKS Jurnal Riset Rumpun Ilmu Sosial, Politik dan Humaniora (JURRISH) SATIN - Sains dan Teknologi Informasi Jurnal Ticom: Technology of Information and Communication HUMANIORASAINS
Baginda Oloan Lubis
Universitas Bina Sarana Informatika
Agriculture, Biological Sciences & Forestry Arts Humanities Automotive Engineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Public Health Social Sciences Other

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Journal : HUMANIORASAINS

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IMPLEMENTASI ALGORITMA C4.5 UNTUK ANALISIS DAMPAK NEGATIF GELOMBANG ELEKTROMAGNETIK TELEPON SELULER TERHADAP OTAK PADA PERIODE 2019-2023 Muhammad Fadly Yassin; Beni Rahmat Jaya Nazara; Dilvan Qiblatain; Kemas Muhammad Rafli Azhary; Muhammad Rizky Andika; Farhan Aditya Hidayatulloh; Baginda Oloan Lubis
Jurnal Humaniora dan Sosial Sains Vol. 2 No. 1 (2025)
Publisher : Pojok Publisher

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Abstract

Electromagnetic waves are formed from a combination of interacting electric and magnetic waves. The source of these waves can come from natural phenomena or man-made devices. Electromagnetic waves can propagate in all directions (omnidirectional) or in a directional manner, depending on the device and media used. As technology advances, the intensity of electromagnetic radiation from various devices continues to increase, with varying impacts on human health. Excessive and prolonged use of mobile phones can increase the risk of health problems, such as brain tumors (glioma and acoustic neuroma), as well as impaired cognitive function, including working memory deficits and behavioral changes that indicate damage to the hippocampus. This shows that radiation from mobile phones has a real impact on brain health. For this reason, disseminating information on how to prevent the negative impacts of mobile phones is very important, especially for vulnerable groups such as children and adolescents. In order to further understand the impact of electromagnetic waves, a study was conducted using the C4.5 algorithm which produces a decision tree model. This analysis provides insight into risk patterns, where the duration of mobile phone use and the distance of the device from the head are the main factors that affect brain health. The results of the study showed that using a mobile phone for more than 4 hours per day, especially at close range (less than 10 cm), significantly increased the risk of health problems such as headaches, sleep disorders, and decreased cognitive function. These findings emphasize the importance of using mobile phones wisely to minimize health risks.
Co-Authors - Priyono Achmad Maezar Bayu Aji Adi Sucipto, Adi Adi Supriyatna Aditama Aditama Aditya, Sakti Aditya, Tri Putra Adjat Sudradjat Aenuddin, Muhammad Hardithya Agus Salim Agus Salim - UBSI Ahmad Uci Safitra Ajmal Maulana, Muhammad Al-Fathe Ziddane Cholid, Muhammad Alberto, Nicolas Aldi Adisty Putra Ali Haidir Ali Haidir Alta Melfia, Mikaela Andi Arfian Anggraini, Tasya Anugerah, Andree Arfian Cahyadi, Rezi Arga Djendra, Fathin Aria Briantoro, Andika Arief Rusman Ariestiani, Tieka Arya Wildana, Muhamad Aryo, Ganang Athaya Ramadhini, Keisha Aulia, Salwa Aziz Setyawan Hidayat, Aziz Setyawan Baihaqi, Iqbal Beni Rahmat Jaya Nazara Bernard Jeffersen, Samuel Bibit Sudarsono Budi Santoso Budi Santoso - STMIK Nusa Mandiri Bulan Anggraini, Ratu Cahayasih, Anis Chaerunnisa, Mourizka Dafa Izul Haq, Muhammad Dandi Muhamad Musa Dewi Laraswati Diah, Yolanda Dilvan Qiblatain Dimas Sakti Dony Oscar Dwi Budi Santoso Dwi Yuliani, Tintania Dwi Yuni Utami Eri Riana Eri Riana, Eri Eriana, Eri Fadilla, Rizki Farhan Aditya Hidayatulloh Fattya Ariani Firdani, Muhammad Fiqih Firstianty Wahyuhening Fibriany Frans Edward Schaduw Fuad Lutfi Ghifari, Omar Ghofar Taufiq Hamzah, Sevtyan Hendri Hendri Henny Destiana Hikmal Fajar, Attoric Ifaru, Cyrill Ilario Irmawati Carolina Ispandi Ispandi Jaisy Kahfi, Azka Jaka Atmaja Jefi Jefi Jefi, - Jefi, Jefi Juarni Siregar Keiko Angel Shantiony Kemas Muhammad Rafli Azhary Khaerunisa, Al Fathya Khoerotunnisa, Nimatin Kresna Ramanda Laura Dasiva, Arya Lita Sari Marita Maheswari, Dhini Maruloh, Maruloh Maulana, Cahyadi Anugrah Melan Susanti Melan Susanti, Melan Mubarok, Muhammad Zayyid Muhammad Fadly Yassin MUHAMMAD FAHMI Muhammad Hibatullah, Nur Muhammad Rizky Andika Musa, Dandi Muhamad Mutaqin, Asep Rijal Nadriani, Muzfirah Nanang Subandi Nurhidayatullah, Muhammad Pas Mahyu Akhirianto Praditya, Achmad Pratama, Kevin Yudha Pratama, Riky Putra Putri Ananda, Yuliana Rachman Komarudin Rachmat Adi Purnama Rafi Ardana Listi, Muhammad Rahmat Tri Yunandar Rahmiliasari Samnufida Refi Zaini, Ahmad Rizki Aulianita Rosidin Rosidin Rosidin Rosidin Rosnaedi, Didi Sahala Tua, Mario Sakti, Dimas Sandi Kurnia Putri Zega Setianingsih Setianingsih, Setianingsih Setiawan, Eri Nur Setiawan, Riski Sevtyan Hamzah Shantiony, Keiko Angel Sianturi, Julius Immanuel Sidauruk, Juniato Sigit Wibawa Sobari - Sobari, Irwan Agus Sodik Sodik Sriyadi Sriyadi, Sriyadi Suhar Janti Sulingga Darma Putra, I Made Suryavijaya, Devan Suttan Helmy Razhevva, Muhammad Tri Putra Aditya Trisnawati Trisnawati Utami , Dwi Yuni Veithzal Rivai Zainal Wahid, Bilal Abdul Wahyu Gunawan Widiarsa, Barsilius Lucky Wijaya Tua Tamba, Putra Wijayanti, Zeli Wina Widiati Yohanes Julfani Zega Zahra, Alfia Zanuar Ferdiansyah, Rifqy Zega, Sandi Kurnia Putri Zega, Yohanes Julfani Zein, Moh Raffles