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All Journal Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi)
Jonathan Nandika Gustin
Universitas Kristen Satya Wacana
Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management

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Peramalan Trend Pendapatan di Toko Online XYZ Menggunakan Single Moving Average Jonathan Nandika Gustin; Magdalena A. Ineke Pakereng
Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) Vol 7 No 1 (2023): JANUARY-MARCH 2023
Publisher : KITA Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/jtik.v7i1.683

Abstract

The Utilization of an online shopping platform as a place to sell products produces sales transaction data. This makes it a reference to predict income trends for nine months, by taking a case study on the Serenade Home Décor online store. The method used to predict is Single Moving Average. Single Moving Average is a technic of calculating the average of a number from the latest actual value, updated as new available values, and used to make predictions in subsequent periods. Results of the study using Moving Average are 3, 5, and 9, which can produce an income value of Rp. 3,103,716.00, and results in an accuracy value of 66.74382%, and the MAPE value obtained is quite good at 33.85618%, which means that the method used is still quite good. It would be better if use more than one method, which will be able to make comparisons of the prediction, result, and accuracy.
Co-Authors Magdalena Ariance Ineke Pakereng