Application of the Decision Tree Method to Decision Makin in Using Trucking Services at A Freight Forwarding Company

Yusup Rachmat Hidayat; Siti Sya’aroh

doi:10.31334/logistik.v7i2.3243

Application of the Decision Tree Method to Decision Makin in Using Trucking Services at A Freight Forwarding Company

Yusup Rachmat Hidayat, Siti Sya’aroh

Abstract

PT. Ricakusuma Lestari Abadi is a company operating in the freight forwarder sector by providing transportation services. Non-optimality and limited fleet capacity causes delivery activities to be inefficient in terms of time and cost. This research aims to determine the application of the decision tree method and determine the correct choice of decision making when using trucking services.
Selecting trucking services using the Decision Tree method is a decision tool that uses a tree-shaped decision model. Meanwhile, for data analysis using the Decision Analysis method and to make it more effective and efficient, Information Technology is used in the form of Quantitative Method (QM) For Windows 5 software.
The dependent variable in this research is the Decision Tree Method, and the independent variable is decision making. The data used in the research is field research and observation, direct observation at PT. Ricakusuma Lestari Abadi.
The results of this research produced a minimum yield for Colt Diesel Engkel (CDE) trucks of IDR 270,000 for the Jakarta Area in the AKU trucking category and IDR 382,500 for Bekasi destinations in the ATT trucking category. And the minimum yield on a Colt Diesel Double (CDD) truck is IDR 315,000 for the Jakarta Area with the AKU trucking category and IDR 472,500 for Bekasi with the ATT trucking category.

Keywords

Trucking Services; Decision Making; Decision Tree Method; Software Quantitative Method for Windows 5;

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References

Damayanti, N. M. E., & Darmayanti, N. P. A. (2022). Pengaruh Ukuran Perusahaan, Likuiditas, Profitabilitas, Dan Struktur Modal Terhadap Nilai Perusahaan Transportasi Dan Logistik. E-Jurnal Manajemen Universitas Udayana, 11(8), 1462. https://doi.org/10.24843/ejmunud.2022.v11.i08.p02

Dwiyanti, N. M. C., & Adisanjaya, K. (2022). Pengambilan Keputusan Mahasiswa Baru PTS di Bali dalam Memilih Prodi Pariwisata pada Masa pandemi Covid-19. JIIP - Jurnal Ilmiah Ilmu Pendidikan, 5(1), 139–147. https://doi.org/10.54371/jiip.v5i1.402

Effendy, A. A., & Sunarsi, D. (2020). Persepsi Mahasiswa Terhadap Kemampuan Dalam Mendirikan UMKM Dan Efektivitas Promosi Melalui Online Di Kota Tangerang Selatan. Jurnal Ilmiah MEA (Manajemen, Ekonomi, Dan Akuntansi), 4(3), 702–714. http://journal.stiemb.ac.id/index.php/mea/article/view/571/248

Fadli, F., & Butar, B. B. (2019). Penerapan Decision Tree Menggunakan Algoritma C4.5 Untuk Deteksi Demam Berdarah Pada RS. IMC Bintaro. Indonesian Journal on Software Engineering (IJSE), 5(1), 75–86. https://doi.org/10.31294/ijse.v5i1.5866

Fajri, C., Amelya, A., & Suworo, S. (2022). Pengaruh Kepuasan Kerja dan Disiplin Kerja terhadap Kinerja Karyawan PT. Indonesia Applicad. JIIP - Jurnal Ilmiah Ilmu Pendidikan, 5(1), 369–373. https://doi.org/10.54371/jiip.v5i1.425

Haryanti, D., Phalipi, S., & Hamzah, M. I. (2019). Analisis Peramalan Hasil Produksi Gitar Dengan Menggunakan Model Apx500ii Bulan Januari 2015 Pada PT Yamaha Music Manufacturing Indonesia (Metode Forecasting Dan QM For Windows). JEBI | Jurnal Ekonomi Bisnis Indonesia, 14(01), 69–76. https://doi.org/10.36310/jebi.v14i01.126

Iriadi, N., Setioningtias, L., & Priatno, P. (2021). Implementasi Data Mining Pada Klasifikasi Ketidakhadiran Pegawai Menggunakan Metode C4.5. Computer Science (CO-SCIENCE), 1(1), 53–61. https://doi.org/10.31294/coscience.v1i1.198

Jhuji, E. a. (2020). Pengertian, Ruang Lingkup Manajemen, dan Kepemimpinan Pendidikan Islam. Jurnal Literasi Pendidikan Nusantara, 1(2), 113.

Nuryanto, & Hidayana, A. (2021). Aplikasi Sistem Informasi Logistik Dalam Pengambilan Keputusan Menggunakan Jasa Trucking Pada Rekanan Pt. Samudera Bandar Logistik Jakarta. Majalah Ilmiah Gema Maritim, 23(1), 32–38. https://doi.org/10.37612/gema-maritim.v23i1.120

Setiawati, I. (2019). Efektifitas Teknik Massage Effleurage Dan Teknik Relaksasi Terhadap Nyeri Punggung Pada Ibu Hamil Trimester III. Prosiding Seminar Nasional Poltekkes Karya Husada Yogyakarta, 2. http://jurnal.poltekkeskhjogja.ac.id/index.php/PSN/article/view/351

Silaban, S. E., Elisabeth, E., & Sagala, R. (2019). Pengaruh Promosi, Harga Dan Inovasi Produk Terhadap Keputusan Pembelian Pada Kentucky Fried Chicken (Kfc) Simpang Mataram Medan. Jurnal Riset Akuntansi & Keuangan, 5(2), 209–228. https://doi.org/10.54367/jrak.v5i2.534

Suryaningsih, L. (2021). Peranan Asuransi Dalam Pengiriman Barang Impor Menggunakan Air Freight Forwading. Aviasi : Jurnal Ilmiah Kedirgantaraan, 17(2), 111–123. https://doi.org/10.52186/aviasi.v17i2.64

Syaban, M. (2022). Konsep Dasar Manajemen Pendidikan Islam Marwan Syaban. Jurnal Kajian Perempuan, Gender, Dan Agama, 12 Nomor 2, 131–141.

Triputranto, A. (2020). Pengaruh Harga Terhadap Keputusan Pembelian Transaksi E-Pulsa (Studi kasus Di Indomaret Sudirman Tangerang). Jurnal Disrupsi Bisnis : Jurnal Ilmiah Prodi Manajemen, Fakultas Ekonomi, Universitas Pamulang, 3(2), 1. https://doi.org/10.32493/drb.v3i2.6292

DOI: https://doi.org/10.31334/logistik.v7i2.3243