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Windarsyah Windarsyah
Universitas Muhammadiyah Banjarmasin
Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Languange, Linguistic, Communication & Media Library & Information Science Mathematics Mechanical Engineering Social Sciences Other

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Journal : JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI

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ANALISIS PERAMALAN PENJUALAN AIR MINUM DALAM KEMASAN DISTRIBUTOR AIR AMANAH DENGAN METODE NAÏVE BAYES naufal, muhammad muhammad; Kamarudin, Kamarudin; Windarsyah, Windarsyah
JATISI Vol 12 No 3 (2025): JATISI (Jurnal Teknik Informatika dan Sistem Informasi)
Publisher : Universitas Multi Data Palembang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35957/jatisi.v12i3.11545

Abstract

This study aims to assist the Amanah Water Distributor in efficiently managing its stock of bottled drinking water by applying the Naïve Bayes method. This method analyzes historical sales data from 2023 to 2024 to accurately forecast monthly stock requirements. The developed forecasting system provides restocking recommendations to prevent overstocking—which can increase storage costs—and understocking—which may lead to lost sales opportunities. With more accurate forecasting, the system is expected to improve operational efficiency, minimize the risk of loss, and support more effective decision-making to ensure the sustainability of the Amanah Water Distributor’s business operations.
Co-Authors Ahadi Ningrum, Ayu Ahmad Faisal Hamidi Aqli, Ahmad Ayu Ahadi Ningrum Finki Dona Marleny Fitriana, Elisa Gazali, Mukhaimy Hamdani Hamdani Hendrik Hendrik Hijriawan, Muhammad Ridho Husnul Khatimi Juhriyansyah Dalle Kamaruddin Kamarudin Kamarudin Kamarudin Lazwardi, Ahmad Mambang Maulida, Ihdalhubbi Moh. Rasyid Ridho Muhammad Alfiyani Muhammad Alkaff Muhammad Noval Muhammad Tantowi Jauhari Muhammad Ziki Elfirman Mukhaimy Gazali Mukhaimy Gazali Nahdi Saubari naufal, muhammad muhammad Pangestu, Bayu Maulana Rudy Ansari Rudy Ansari, Rudy Rudy Ansyari Ruhaidani, Emma Ryan Maulana Susanti, NurAina Teduh Dirgahayu Thariq, Thariq