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All Journal HUMANIORASAINS Technema: Journal of Intelligent Engineering and Computing
Muhammad Fadly Yassin
Universitas Bina Sarana Informatika
Arts Humanities Economics, Econometrics & Finance Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Social Sciences

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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 & Sosial Sains Vol 2 No 1 (2025)
Publisher : Pojok Publisher

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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.
Implementation of a Web-Based Ticketing and Monitoring Information System for Occupational Safety and Health Incident Prevention at PT Takaki Indoroti Prima Muhammad Fadly Yassin; Dilvan Qiblatain; Indah Purwandani
Technema: Journal of Intelligent Engineering and Computing Vol. 1 No. 4 (2026): :December: Technema: Journal of Intelligent Engineering and Computing
Publisher : CV SCRIPTA INTELEKTUAL MANDIRI

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Occupational Safety and Health (OSH) management is essential for maintaining industrial operations, particularly where incident reporting and maintenance follow-up require timely coordination. At PT Takaki Indoroti Prima, reporting practices created limitations in data organization, status monitoring, traceability, and response time. This study aimed to design and implement a web-based ticketing and monitoring information system to support integrated reporting, tracking, and prevention of OSH-related incidents. The system was developed using the Waterfall model through requirements analysis, system design, implementation, testing, deployment, and maintenance. The application was built with Laravel and supported ticket creation, status monitoring, user management, machine and spare-part management, work-history recording, report printing, and dashboard-based information presentation. Functional validation was conducted using Black Box Testing on login, ticket input, user input, machine input, spare-part input, and ticket-management functions. The recorded test matrix comprised 20 scenarios, and all scenarios produced outputs consistent with the expected results, corresponding to a 100% pass rate for the documented functional tests. The implemented system improved reporting structure, strengthened traceability, facilitated monitoring of corrective actions, and provided more consistent operational documentation. These results indicate that the system can serve as a practical digital foundation for integrated maintenance and OSH reporting at PT Takaki Indoroti Prima.  
Co-Authors Baginda Oloan Lubis Beni Rahmat Jaya Nazara Dilvan Qiblatain Farhan Aditya Hidayatulloh Kemas Muhammad Rafli Azhary Muhammad Rizky Andika Purwandani, Indah