Implementasi Peramalan Stok Parfum Pada Imshop Parfum dengan Metode Weighted Moving Average

Zulfiana Nur’aini(1*), Nirma Ceisa Santi(2), Nur Mahmudah(3),

(1) Universitas Nahdlatul Ulama Sunan Giri Bojonegoro, Indonesia
(2) Universitas Nahdlatul Ulama Sunan Giri Bojonegoro, Indonesia
(3) Universitas Nahdlatul Ulama Sunan Giri Bojonegoro, Indonesia
(*) Corresponding Author

Abstract


Humans are social creatures who need to communicate with each other. In this regard, it is necessary to provide comfort in a conversation. To provide this comfort, you can use perfume. Imshop Parfum is a shop that sells various choices of perfume scents, but of the various types of perfumes sold, of course there are perfumes that are the most popular and rarely purchased, this is certainly a problem if the stock of the item runs out or provides too much stock. The purpose of this study is to predict the stock of goods at Imshop Parfum. The method used in this study is the Weighted Moving Average with periods 3 and 5. The forecast results from the perfume study in June 2025 were 215 for period 3, and 212.86 for period 5. MAPE is 1.98% for period 3, and the MAPE value is 2.74% for period 5. It can be concluded that period 3 is the best and most accurate result because it has the smallest MAPE value.

Full Text:

PDF

References


D. P. Jailani And H. Patrie, “Analisa Dan Rancangan Sistem Informasi Penjualan Parfum Berbasis E-Commerce Pada Toko Seruni Parfum,” J. Idealis, Vol. 2, No. 5, Pp. 98–105, 2019.

Ensiklopedia Bebas Wikipedia Bahasa Indonesia, “Parfum,” 2024. Https://Id.Wikipedia.Org/Wiki/Parfum

H. Sulastri, G. S. Anwar, And E. N. F. Dewi, “Peramalan Stok Barang Percetakan Dan Atk Menggunakan Single Moving Average,” J. Rekayasa Teknol. Inf., Vol. 7, No. 1, P. 59, 2023, Doi: 10.30872/Jurti.V7i1.11876.

S. Informasi And S. Royal, “Perbandingan Double Moving Average Dengan Double Exponential Smoothing Pada Peramalan,” Vol. Iv, No. 2, 2018.

T. Sri Gunarti, B. Tujni, And I. Solikin, “Desain E-Forecasting Menggunakan Metode Weighted Moving Average (Wma) Pada Jimmy Fish,” Kresna J. Ris. Dan Pengabdi. Masy., Vol. 2, No. 1, Pp. 45–52, 2022, Doi: 10.36080/Jk.V2i1.19.

A. Nasution, “Metode Weighted Moving Average Dalam M-Forecasting,” Jurteksi (Jurnal Teknol. Dan Sist. Informasi), Vol. 5, No. 2, Pp. 119–124, 2019, Doi: 10.33330/Jurteksi.V5i2.355.

R. Khadarusman, “Penerapan Metode Moving Average Untuk Memprediksi Stok Parfum,” Vol. 7, No. 1, 2024, Doi: 10.32877/Bt.V7i1.1563.

I. Setiawan, “Rancang Bangun Aplikasi Peramalan Persediaan Stok Barang Menggunakan Metode Weighted Moving Average (Wma) Pada Toko Barang Xyz,” J. Tek. Inform. Vol. 13, No. 3, Agustus 2021, Vol. 13, No. 3, Pp. 1–9, 2021.

A. Business And E. Vol, “View Metadata, Citation And Similar Papers At Core.Ac.Uk,” Vol. 4, No. 1, Pp. 80–95, 2017.

J. Ilmiah, I. Komputa, A. A. Gofur, U. D. Widianti, And J. D. Bandung, “Sistem Peramalan Untuk Pengadaan Material Unit Injection Di Pt . Xyz Jurnal Ilmiah Komputer Dan Informatika ( Komputa ),” Vol. 2, No. 2, 2013.




DOI: http://dx.doi.org/10.30645/jurasik.v10i2.894

DOI (PDF): http://dx.doi.org/10.30645/jurasik.v10i2.894.g868

Refbacks

  • There are currently no refbacks.



JURASIK (Jurnal Riset Sistem Informasi dan Teknik Informatika)
Published Papers Indexed/Abstracted By:

Jumlah Kunjungan : View My Stats