Keywords
Decision Support System
TOPSIS
Accuracy Testing
How to Cite
Abstract
Product recommendations on the dropship platform need to provide accurate information to sellers. Currently, although the platform already provides product recommendations, the information provided is still not optimal because it is only based on the highest sales. This causes dissatisfaction among sellers. Because of this, to overcome this problem, a decision support system is needed that applies the Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) method. The criteria considered in using the TOPSIS method include costs, stock, quantity sold, warehouse location, and product assessments from the dropship platform. These criteria are used in calculations to produce more accurate product recommendations. The calculation results recommend a product that is easier to market, namely Sambal Cumi Asin Jawara Selera which has a value of 0.731. And the evaluation in terms of accuracy gives a value of 60%.
References
[1] Idris Muhammad, “Apa Itu Dropship, Apa Bedanya dengan Reseller,” Kompas.com, Jakarta, Feb. 23, 2021.
[2] R. Pahlevi, “Ini Produk yang Paling Banyak Dibeli di E-Commerce,” databoks, Jakarta, Jun. 03, 2022.
[3] D. L. Olson, “Comparison of weights in TOPSIS models,” Math Comput Model, vol. 40, no. 7–8, pp. 721–727, Oct. 2004, doi: 10.1016/j.mcm.2004.10.003.
[4] Marbun and Sinaga, BUKU AJAR SISTEM PENDUKUNG KEPUTUSAN PENILAIAN HASIL BELAJAR DENGAN METODE TOPSIS. CV Rundang Mayang, 2018.
[5] R. Masdalipa, D. Setiadi, and R. Syahri, “SISTEM PENDUKUNG KEPUTUSAN REKOMENDASI HOMESTAY DI KOTA PAGAR ALAM DENGAN METODE TOPSIS,” Jurnal Ilmiah Teknosains, vol. 9, no. 2/Nov, pp. 11–19, Nov. 2023, doi: 10.26877/jitek.v9i2/Nov.17247.
[6] M. R. Fahlevi and D. R. Dwiki Putri, “Rekomendasi Pemilihan Smartphone Menggunakan Metode Topsis Berbasis Web,” IT (INFORMATIC TECHNIQUE) JOURNAL, vol. 10, no. 1, p. 21, Apr. 2022, doi: 10.22303/it.10.1.2022.21-31.
[7] R. Fahrur, A. Pandu Kusuma, and W. Dwi Puspitasari, “RANCANG BANGUN APLIKASI REKOMENDASI NEGARA TUJUAN EKSPOR KOMODITAS UNGGULAN INDONESIA BERBASIS WEB DENGAN METODE TOPSIS,” JATI (Jurnal Mahasiswa Teknik Informatika), vol. 6, no. 2, pp. 797–801, Nov. 2022, doi: 10.36040/jati.v6i2.5649.
[8] Y.-J. Lai, T.-Y. Liu, and C.-L. Hwang, “TOPSIS for MODM,” Eur J Oper Res, vol. 76, no. 3, pp. 486–500, Aug. 1994, doi: 10.1016/0377-2217(94)90282-8.
[9] F. A. Wiranda, M. Marhalim, and A. Andilala, “Sistem Rekomendasi Pemilihan Sepatu Olahraga Pada Toko Laban Sport,” JUKOMIKA (Jurnal Ilmu Komputer dan Informatika), vol. 5, no. 1, pp. 47–54, Jun. 2022, doi: 10.54650/jukomika.v5i1.448.
[10] M. Bahak Udin and Aunillah, Buku Ajar Statistik Pendidikan. Sidoarjo: UMSIDA Press, 2021.
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
Copyright (c) 2025 TeknoIS : Jurnal Ilmiah Teknologi Informasi dan Sains