Prediksi Penjualan Restoran Go Chicken Karawang Menggunakan Metode Linear Regresi

Alya Mutiara Dewi, Fatimah Nasywa Azhar, Chaerur Rozikin

Abstract


This research aims to predict the sales of Go Chicken Karawang restaurant using linear regression method. Daily restaurant sales data during a certain period were collected and analyzed. Subsequently, a linear regression model was developed to predict sales based on the daily data of Go Chicken Karawang restaurant. The study used the Waikato Environment of Knowledge Analysis (WEKA) machine learning. The analysis results showed that the linear regression model was able to predict restaurant sales with the desired level of accuracy. This research can assist restaurant management in production planning, inventory, and marketing strategies.


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References


Andini, T. I., Witanti, W., & Renaldi, F. (2016, August). Prediksi Potensi Pemasaran Produk

Baru dengan Metode Naïve Bayes Classifier dan Regresi Linear. In Seminar Nasional Aplikasi Teknologi Informasi (SNATi).

Anggrawan, A., Hairani, H., & Azmi, N. (2022). Prediksi Penjualan Produk Unilever

Menggunakan Metode Regresi Linear. Jurnal Bumigora Information Technology (BITe), 4(2), 123-132

Ayuni, G. N., & Fitrianah, D. (2019). Penerapan Metode Regresi Linear Untuk Prediksi Penjualan Properti pada PT XYZ. Jurnal Telematika. Dipetik November 27, 2023, dari https://journal.ithb.ac.id/telematika/article/view/321.

Gusrizaldi, R., & Komalasari, E. (2016). Analisis Faktor-Faktor Yang Mempengaruhi Tingkat

Penjualan Di Indrako Swalayan Teluk Kuantan. Valuta, 2(2), 286-303.

Indarwati, T., Irawati, T., & Rimawati, E. (2019). Penggunaan Metode Linear Regression

Untuk Prediksi Penjualan Smartphone. Jurnal Teknologi Informasi Dan Komunikasi (TIKomSiN), 6(2).

Kamal, I. M., & Ilyas, R. (2017). Prediksi Penjualan Buku Menggunakan Data Mining Di Pt.

Niaga Swadaya. Semnasteknomedia Online, 5(1), 2-1

Montgomery, D. C., Jennings, C. L., & Kulahci, M. (2015). Introduction to Time Series Analysis and Forecasting. John Wiley and Sons. Dipetik November 25, 2023

Rachman, T. (t.thn.). Peramalan (Forcasting) Manajemen Operasional. Esa Unggul. Dipetik November 26, 2023, dari http://taufiqurachman.weblog.esaunggul.ac.id

Saputra, R. D. (2021). Implementasi Regresi Linear Untuk Prediksi Penjualan dan Cashflow pada Aplikasi Point of Sales Kafe XYZ. Yogyakarta: Universitas Islam Indonesia. Dipetik November 28, 2023, dari https://dspace.uii.ac.id/bitstream/handle/123456789/36071/17523103%20Rahmana%20Dwi%20Shaputra.pdf?sequence=1

Sunge, A. S., & Zy, A. T. (2023). ANALISIS PREDIKSI PENJUALAN DENGAN METODE REGRESI LINEAR DI PT. EAGLE INDUSTRY INDONESIA. Jurnal Informatika Teknologi dan Sains (Jinteks), 5(3), 398-403

Suyono. (2018). Analisis Regresi untuk Penelitian. Yogyakarta: Deepublish. Dipetik November 25, 2023




DOI: https://doi.org/10.5281/zenodo.10369168

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Socius: Jurnal Penelitian Ilmu-Ilmu Sosial

ISSN : 3025-6704