Penerapan Metode C4.5 Untuk Memprediksi Permintaan Bahan Baku


  • Irwan Syah * Mail Universitas Budi Darma, Indonesia
  • (*) Corresponding Author
Keywords: Predicting Raw Material Demand; C4.5 Algorithm Method

Abstract

Predicting demand for raw materials is one of the important things that PT. Arma of Eternal Grace. However, there are still obstacles such as excessive accumulation of raw materials in each branch store. So we need to predict so that in the future when we enter moments such as Eid al-Fitr, New Year, Chinese New Year and Christmas we can handle them so that there is no accumulation of raw materials so as not to cause losses to the PT company. Arma of Eternal Grace. Therefore, calculations are needed when predicting raw materials that are more accurate and well controlled. The C4.5 algorithm method is a method used to predict demand for raw materials in branch stores to make it more efficient and controlled so that there are no shortages or excesses in each branch store. The result of this research is the application of data mining using the C4.5 algorithm method which can predict demand for raw materials with more accurate decisions in the future.

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References

E. V Rahcmadani, S. F. Pane, And N. H. Harani, Algoritma C4.5 Dan K-Nearest Neighbors (Knn) Untuk Memetakan Matakuliah Dan Keterlambatan Kelulusan Mahasiswa. Kreatif.

D. Nababan And A. V. Tanlim, “Analisis Persediaan Stok Barang Menggunakan Algoritma C 4 . 5 ( Studi Kasus Cv Harapan Raya ),” Vol. 5, No. 6, 2019.

G. Mada, “Penerapan Algoritma C4 . 5 Untuk Penentuan Ketersediaan Barang E-Commerce,” Vol. 1, No. 1, Pp. 47–56, 2018.

“Id Cloudhost.” Https://Idcloudhost.Com/Apa-Itu-Data-Mining-Definisi-Fungsi-Metode-Dan-Penerapannya/.

“No Title,” 2020. Https://Raharja.Ac.Id/2020/04/29/Data-Mining-2/.

“No Title,” 2020. Https://Raharja.Ac.Id/2020/04/29/Data-Mining-2/.

F. F. Harryanto And S. Hansun, “Penerapan Algoritma C4.5 Untuk Memprediksi Penerimaan Calon Pegawai Baru Di Pt Wise,” Tek. Inform. Dan Sist. Inf., Vol. 3, No. 2, Pp. 95–103, 2017.

Aswan Supriyadi Sunge, “Prediksi Kompetensi Karyawan Menggunakan Algoritma C4 . 5 ( Studi Kasus : Pt Hankook Tire Indonesia ),” Semin. Nas. Teknol. Inf. Dan Komun. 2018 (Sentika 2018), Vol. 2018, No. Sentika, Pp. 23–24, 2018.

M. Algoritma And C. Klasifikasi, “Pada Koperasi Simpan Pinjam Dengan Menggunakan,” Vol. 6, No. 1, Pp. 75–87, 2015.

A. Rohman, V. Suhartono, And C. Supriyanto, “Penerapan Agoritma C4.5 Berbasis Adaboost Untuk Prediksi Penyakit Jantung,” J. Teknol. Inf., Vol. 13, Pp. 13–19, 2017.

G. Logistik, P. Pt, P. L. N. Persero, And A. Kebon, “Inti Nusa Mandiri,” Vol. 12, No. 2, Pp. 13–20, 2018.


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Article History
Published: 2024-02-29
Abstract View: 354 times
PDF Download: 411 times
How to Cite
Syah, I. (2024). Penerapan Metode C4.5 Untuk Memprediksi Permintaan Bahan Baku. Bulletin of Data Science, 3(2), 204-212. https://doi.org/10.47065/bulletinds.v3i2.6289
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