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All Journal Dielektrika : Jurnal Ilmiah Kajian Teori dan Aplikasi Teknik Elektro Jurnal Pengabdian Kepada Masyarakat
Maula Hidayat, Fajar
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Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Electrical & Electronics Engineering Energy Industrial & Manufacturing Engineering Social Sciences

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Penerapan Algoritma Naïve Bayes Untuk Klasifikasi Status Gizi Stunting Pada Balita Maula Hidayat, Fajar; Kusrini; Ainul Yaqin
DIELEKTRIKA Vol 11 No 2 (2024): DIELEKTRIKA
Publisher : Jurusan Teknik Elektro Fakultas Teknik Universitas Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/dielektrika.v11i2.384

Abstract

Child stunting is a major public health concern in Indonesia. This study uses the Naïve Bayes classification algorithm to assess the nutritional condition of stunted children based on demographic and anthropometric characteristics. The information used comes from the Toddler Weighing Month (Bulan Penimbangan Balita - BPB) in Majalengka Regency. Data type conversion, separating data into training and testing sets, and data normalization are all examples of preprocessing steps. The model's evaluation results reveal an accuracy of 94.65%, with precision and recall for each category of stunted nutritional status. This study makes a substantial contribution to early diagnosis and mitigation of stunting in Indonesia, as well as providing the framework for future development of more powerful predictive models.
IMPLEMENTASI SISTEM PENERIMAAN SANTRI BARU BERBASIS WEBSITE DI PONDOK PESANTREN AT-TADZKIR MAJA Sanjaya, Hafidz; Maula Hidayat, Fajar; Purnomo, Dwi
Jurnal Pengabdian Kepada Masyarakat Vol 3 No 2 (2025): JURNAL PENGABDIAN KEPADA MASYARAKAT (PENGMAS)
Publisher : Pusat Penelitian dan Pengabdian pada Masyarakat (P3M)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59820/pengmas.v3i2.346

Abstract

The At-Tadzkir Maja Islamic Boarding School faces challenges in its new student admission process, which is still conducted manually, making it inefficient and prone to administrative errors. To address this issue, a community service program was carried out by implementing a web-based student admission system. This system is designed to facilitate prospective students in registering online and assist the school administration in managing applicant data more effectively and accurately. The methods used in this program include needs analysis, system design, development, and training for school administrators on how to operate the system. The implementation results indicate that the web-based system enhances the efficiency of the student admission process, reduces paper usage, and provides easier access to information for both prospective students and school staff. With this system, At-Tadzkir Maja Islamic Boarding School is expected to improve its professionalism in managing student admissions and enhance the quality of its educational services.
Co-Authors Dwi Purnomo Hafidz Sanjaya, Hafidz KUSRINI Tamaulina Br Sembiring