Optimalisasi Performa Penjualan di PT Mustika Jaya Lestari Menggunakan Algoritma K-NN dan ARIMA (2021-2022)

Sales are a crucial aspect for companies, including PT Mustika Jaya Lestari, which uses sales predictions to determine which products will sell in the future. However, sometimes predictions can go wrong, such as when a product that is predicted to increase actually decreases. This research aims to optimize sales by utilizing the K-Nearest Neighbor (K-NN) method to predict sales results. The K-NN method works by classifying new data based on its proximity to old data. This research produces graph visualization to predict sales with 90% accuracy and 10% error, using 762 test data and 2285 training data.

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Publication Details

Journal
INTECOMS Journal of Information Technology and Computer Science
Published
2024-09-21
DOI
https://doi.org/10.31539/intecoms.v7i5.11665
Primary Topic
Management and Optimization Techniques
Type
article
Field-Weighted Citation Impact
0.00
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article

Optimalisasi Performa Penjualan di PT Mustika Jaya Lestari Menggunakan Algoritma K-NN dan ARIMA (2021-2022)

Tan Eric Wijaya, Yohana Tri Widayati, Yusup Yusup
INTECOMS Journal of Information Technology and Computer Science
Management and Optimization Techniques
article

Optimalisasi Performa Penjualan di PT Mustika Jaya Lestari Menggunakan Algoritma K-NN dan ARIMA (2021-2022)

Tan Eric Wijaya, Yohana Tri Widayati, Yusup Yusup
article en

Abstract

Sales are a crucial aspect for companies, including PT Mustika Jaya Lestari, which uses sales predictions to determine which products will sell in the future. However, sometimes predictions can go wrong, such as when a product that is predicted to increase actually decreases. This research aims to optimize sales by utilizing the K-Nearest Neighbor (K-NN) method to predict sales results. The K-NN method works by classifying new data based on its proximity to old data. This research produces graph visualization to predict sales with 90% accuracy and 10% error, using 762 test data and 2285 training data.

INTECOMS Journal of Information Technology and Computer ScienceVol. 7(5)
Universitas Aki (ID)
Openalex Percentile: Top 71%
Management and Optimization Techniques
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