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All Journal Techno.Com: Jurnal Teknologi Informasi Jurnal Informatika Journal Industrial Servicess ELINVO (Electronics, Informatics, and Vocational Education) Indonesian Journal on Software Engineering (IJSE) Paradigma INTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi Jurnal Pilar Nusa Mandiri INOVTEK Polbeng - Seri Informatika JOURNAL OF APPLIED INFORMATICS AND COMPUTING PROCESSOR Jurnal Ilmiah Sistem Informasi, Teknologi Informasi dan Sistem Komputer International Journal of New Media Technology Jurnal ULTIMATICS Jurnal Informatika Global INFOMATEK: Jurnal Informatika, Manajemen dan Teknologi Jurnal Fokus Elektroda : Energi Listrik, Telekomunikasi, Komputer, Elektronika dan Kendali EVOLUSI : Jurnal Sains dan Manajemen Jurnal Ilmiah Betrik : Besemah Teknologi Informasi dan Komputer JUKANTI (Jurnal Pendidikan Teknologi Informasi) Techno Xplore : Jurnal Ilmu Komputer dan Teknologi Informasi JTIK (Jurnal Teknik Informatika Kaputama) Media Informatika JIKA (Jurnal Informatika) Just TI (Jurnal Sains Terapan Teknologi Informasi) Fokus Elektroda: Energi Listrik, Telekomunikasi, Komputer, Elektronika dan Kendali) Abditeknika - Jurnal Pengabdian Kepada Masyarakat Reputasi: Jurnal Rekayasa Perangkat Lunak J-Intech (Journal of Information and Technology) Jurnal Pendidikan Teknologi Informasi (JUKANTI) Jurnal Multidisiplin Indonesia Bajhrah : Jurnal Pengabdian Kepada Masyarakat Journal of Information Technology Jurnal Komputasi
Jenie Sundari
Universitas Nusa Mandiri
Religion Agriculture, Biological Sciences & Forestry Biochemistry, Genetics & Molecular Biology Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mechanical Engineering Public Health Social Sciences Transportation Veterinary Other

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Journal : Jurnal ULTIMATICS

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SALES PREDICTION AT PT. WORLD INFINITE NETWORK USING NAÏVE BAYES AND ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM METHODS sundari, jenie; Irman, Aden
ULTIMATICS Vol 17 No 2 (2025): Ultimatics : Jurnal Teknik Informatika
Publisher : Faculty of Engineering and Informatics, Universitas Multimedia Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31937/ti.v17i2.4472

Abstract

In the process of analyzing sales transaction data at PT. World Infinite Network, existing information has not yet optimized the sales of offered products. The purpose of this optimization is to obtain purchasing patterns of frequently bought items by customers. Every year, IT products are increasingly needed, even showing growing demand. One data processing technique that can help is data mining. Based on this informational relationship, decisions can be made through processes such as description, estimation, prediction, classification, clustering, and association. Previous studies indicate that the Apriori method is more intuitive and interpretable, while the Naïve Bayes method provides fast, simple, and precise computation, making it one of the most widely used techniques in classification tasks. This study employs both Adaptive neuro fuzzy inference system and Naïve Bayes algorithms to analyze sales data and predict trends. The results show that the Naïve Bayes Algorithm achieved an accuracy of 19.05%, demonstrating its potential application in supporting strategic sales predictions for PT. World Infinite Network.
Co-Authors Abdul Azis Aditya, Vichy Ahmad Sinnun, Ahmad Andriani, Nova angga Pribadi Asep Sayfulloh Bahru Ulumudin Christy Natalia Gultom Doni Andriansyah Dwi Arumaryawan Ekawati, Donna Esron Rikardo Nainggolan Esron Rikardo Nainggolan Fajar Akbar Fiqri Maulana Syach Hadiwijaya, Nehemia Imam Mahfuji Jaya Indra Rahman Hakim Irman, Aden Laila, Kumi Lea Silvia M. Indra Setiawan Marini Nur Aina Mochamad Nandi Susila Muhamad Derajat Nainggolan, Esron Rikardo Nila Hardi NOVA ANDRIANI Nurjanah, Diana Alfia Putra Apriliana Putra, Gerhana Rini Safitri Rosi Kusuma Serli Sita Anggraeni siti wulandari Siti Wulandari Sobari, Irwan Agus Solihah, Teti Sulistiyah Sunarti sunarti sunarti Taufik Baidawi, Taufik Tri Indriyani Waruwu, Genijayanti Wiyanto Wiyanto yunita yunita Yunita Yunita Yusnia Budiarti