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All Journal Jurnal Indonesia : Manajemen Informatika dan Komunikasi Jurnal Pengabdian Nasional (JPN) Indonesia
Hudzaifah, Salim Maula
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Computer Science & IT Environmental Science Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Social Sciences Other

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Implementasi Algoritma Naïve Bayes dalam Memprediksi Tingkat Kelulusan Siswa pada Sertifikasi Mikrotik Certified Network Associate (MTCNA) Hudzaifah, Salim Maula; Gunawan, Dedi; Iskandar, Dadang
Jurnal Indonesia : Manajemen Informatika dan Komunikasi Vol. 5 No. 3 (2024): September
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat (LPPM) STMIK Indonesia Banda Aceh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/jimik.v5i3.1012

Abstract

The development of technology has increased the importance of certification in computer networking, such as the MikroTik Certified Network Associate (MTCNA). This certification is crucial for students who want to validate their skills and enhance their career prospects. However, predicting student graduation rates for the MTCNA certification presents various challenges, such as prior knowledge, study habits, and the complexity of the exam content. These factors can significantly affect the accuracy of predictions regarding student graduation rates. This study aims to address these issues by implementing the Naïve Bayes algorithm to predict student graduation rates for the MTCNA certification. The Naïve Bayes algorithm, known for its simplicity and effectiveness in classification problems, is expected to provide a more accurate predictive model. This study uses historical data on student performance and other relevant attributes. The results show that the Naïve Bayes model has an adequate prediction accuracy, with an accuracy rate of 91.70%. These findings are expected to provide valuable insights for educators and students, thereby improving preparation strategies and success rates in the MTCNA certification exam.
Rancang Bangun Sistem Informasi Warga Berbasis Mobile pada RW 006 Kelurahan Cipinang Jatinegara Jakarta Timur Mulyana, Dadang Iskandar; Hudzaifah, Salim Maula; Al Ammar, Muhammad Farros; Siregar, Ikhsan Abror
Jurnal Pengabdian Nasional (JPN) Indonesia Vol. 5 No. 2 (2024): Mei
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat (LPPM) STMIK Indonesia Banda Aceh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/jpni.v5i2.683

Abstract

Rukun Tetangga/Community Association, hereinafter abbreviated as RT/RW, is an institution formed through RT/RW deliberations which has an important role in maintaining and preserving community values based on cooperation and kinship; expediting the implementation of government duties in the field of rural or urban and community development, as well as empowering all government organizations and the business world to improve community welfare. Therefore, RT/RW must provide good services to their citizens to create a conducive society. People need services at any time, but these services can only be provided to residents in the afternoon or on holidays because RT/RW administrators have personal interests. Currently, the quality of public services provided by government institutions is still not optimal, services to the community are not running optimally. This problem can be overcome by building a mobile-based citizen information system that is capable of being a communication medium between residents and RT/RW administrators. Through the use of mobile technology, citizen information systems enable citizens to quickly access information related to community activities, important announcements, and public services available around them. This application also makes it easier for residents to report problems or community needs directly through an integrated reporting feature. Thus, it is hoped that the adoption of this technology can have a positive impact in improving the quality of life and strengthening the social ties of local communities. This application aims to make it easier to get information about activities/events or other necessary information, as well as make it easier to make reports or complaints in the form of a mobile application.
Co-Authors Al Ammar, Muhammad Farros Dadang Iskandar Mulyana` Dadang Iskandar, Dadang Dedi Gunawan Siregar, Ikhsan Abror