Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi)
Vol 7 No 1 (2023): JANUARY-MARCH 2023

Peramalan Trend Pendapatan di Toko Online XYZ Menggunakan Single Moving Average

Jonathan Nandika Gustin (Universitas Kristen Satya Wacana)
Magdalena A. Ineke Pakereng (Universitas Kristen Satya Wacana)



Article Info

Publish Date
01 Jan 2023

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.

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Journal Info

Abbrev

jtik

Publisher

Subject

Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management

Description

Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi), e-ISSN: 2580-1643 is a free and open-access journal published by the Research Division, KITA Institute, Indonesia. JTIK Journal provides media to publish scientific articles from scholars and experts around the world related to Hardware ...