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All Journal Jurnal Ilmu Lingkungan Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan JADECS (Journal of Art, Design, Art Education and Culture Studies) Dinamisia: Jurnal Pengabdian Kepada Masyarakat IJISTECH (International Journal Of Information System & Technology) JURIKOM (Jurnal Riset Komputer) SOSHUM : Jurnal Sosial dan Humaniora [Journal of Social Sciences and Humanities] Building of Informatics, Technology and Science Jurnal Saintika Unpam : Jurnal Sains dan Matematika Unpam Jurnal Lebesgue : Jurnal Ilmiah Pendidikan Matematika, Matematika dan Statistika International Journal of Applied Technology Research IJISTECH Jurnal Difusi Industrial Research Workshop and National Seminar Prosiding Konferensi Nasional Penelitian Matematika dan Pembelajarannya International Journal of Trends in Mathematics Education Research (IJTMER)
Neneng Nuryati
Jurusan Akuntansi, Politeknik Negeri Bandung
Aerospace Engineering Arts Humanities Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Education Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Materials Science & Nanotechnology Mathematics Mechanical Engineering Physics Social Sciences Other

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Journal : IJISTECH (International Journal Of Information System

 1 
Comparison of Fuzzy Time Series and Double Smoothing Holt Methods for Rainfall Forecasting Endang Habinuddin; Euis Sartika; Neneng Nuryati
IJISTECH (International Journal of Information System and Technology) Vol 6, No 3 (2022): October
Publisher : Sekolah Tinggi Ilmu Komputer (STIKOM) Tunas Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/ijistech.v6i3.243

Abstract

This research aims to compare the time series forecasting method, namely the Fuzzy Time Series method, with Double Exponential Smoothing Holt. The data used in this study is the rainfall data of the city of Bandung every month from January 2012 to December 2021. The analysis of the two methods is seen for accuracy according to the measure of error, namely MSE (Mean Square Error) and MAD (Mean Absolute Deviation). The results show that the Fuzzy Time Series method has MSE of 15558.89 and MAD of 108.97. While the Doube Smoothing Holt method has MSE of 23367.79 and MA of 115.94 So the Fuzzy Time Series method is reliable to use for forecasting rainfall in Bandung because the error values is lower than that of the Exponential Smoothing Holt.
Co-Authors Ade Hodijah Agustunus Februadi Ajeng Ayu Milanti Andriyanto Setyawan Annisa Khoerani Arie Indra Gunawan Aryanti Nur Fitri Benny Barnas Carolina Magdalena Lasambouw Cecep Sunardi Cynara Putri Danari Djoni Djatnika Ediana Sutjiredjeki Ediana Sutjiredjeki Endang Habinuddin Euis Sartika Farida Agoes Fatya Alty Amalia Florida Mathilda Habsari Anon Wiharsono Husain Akbar Sumeru Ida Suhartini Irfani Azis Ismail Wellid Kasni Sumeru Luga Martin Simbolon Lusiani, Anie Maisevli Harika Meilinda, Lina Moh Farid Najib Moh. Farid N. Mohamad Firdaus bin Sukri Mohamad Firdaus bin Sukri Muhamad Anda Falahuddin Muhammad Rizqi Sholahuddin Muldiani, Ratu Fenny Nita Nurfitriani Rafiati Kania Riska Siti Hayati Setiadi Rachmat Siti Karlina Siti S Purwaningsih Siti Samsiyah Purwaningsih Siti Syamsiah Purwaningsih Sri N Yuliawati Sri Suratmi Tjetjep Djarnika Vitasya Utami Marsu Marsa Wahyu Rafdinal Yudi Prana Hikmat