Determining the Best E-Commerce Using the Multi Criteria Decision Making (MCDM) Method
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Salmon Salmon
*
STMIK Widya Cipta Dharma, Samarinda,
Indonesia
- Siti Lailiyah STMIK Widya Cipta Dharma, Samarinda, Indonesia
- Eka Arriyanti STMIK Widya Cipta Dharma, Samarinda, Indonesia (*) Corresponding Author
Abstract
The rapid expansion of e-commerce has positively influenced lifestyles and fueled economic growth, as evidenced by rising transaction volumes and government revenue. However, challenges persist, especially in consumer security, logistics infrastructure, and taxation. The quality of e-commerce websites is crucial, serving as a primary source of customer information and ensuring secure transactions. Selecting the right e-commerce platform is also essential for business development. Despite the proliferation of e-commerce platforms offering diverse features and user-friendly interfaces, issues like product quality discrepancies, fraudulent activities, and incomplete features continue to frustrate consumers. To address these challenges and aid consumers in selecting optimal platforms, Multi-Criteria Decision Making (MCDM) methods are employed. This study explores various MCDM techniques to rank 8 major e-commerce platforms based on 5 criteria. The analysis consistently identifies Shopee as the top-performing platform. While Tokopedia, Bukalapak, Lazada, and TikTok Shop show some variations in rankings depending on the MCDM method used, Blibli, JD.ID, and OLX Indonesia maintain consistent rankings across all methods. This suggests that while Shopee demonstrates clear superiority, the subtle differences in MCDM methodologies can influence the relative rankings of other platforms.
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References
D. Anastasya, S. Fahri, S. Situmorang, dan D. Y. Niska, “Implementasi Metode Weighted Product dalam Menentukan E-Commerce Terbaik,” Infomatek J. Inform. Manaj. dan Teknol., vol. 25, no. 1, hal. 55–60, 2023, doi: https://doi.org/10.23969/infomatek.v25i1.7699.
O. Wijaya, “E-Commerce: Perkembangan, Tren, dan Peraturan Perundang-Undangan,” E-Bisnis J. Ilm. Ekon. dan Bisnis, vol. 16, no. 1, hal. 41–47, 2023, doi: 10.51903/e-bisnis.v16i1.1083.
H. R. Pradana, A. R. T. H. Ririd, dan E. N. Hamdana, “PENILAIAN E-COMMERCE TERBAIK MENGGUNAKAN METODE KOMBINASI SMART DAN TOPSIS BERBASIS WEB,” JATI (Jurnal Mhs. Tek. Inform., vol. 9, no. 1, hal. 1537–1544, 2025, doi: https://doi.org/10.36040/jati.v9i1.12380.
D. Hernikawati, “Analisis dampak pandemi COVID-19 terhadap jumlah kunjungan pada situs e-commerce di Indonesia menggunakan uji t berpasangan,” J. Stud. Komun. Dan Media, vol. 25, no. 2, hal. 191–202, 2021, doi: 10.31445/jskm.2021.4389.
E. A. Tsaniya dan R. Sulaiman, “Aplikasi Intuitionistic Fuzzy Multisets Dalam Pemilihan E-commerce Terbaik,” MATHunesa J. Ilm. Mat., vol. 9, no. 3, hal. 484–493, 2021, doi: 10.26740/mathunesa.v9n3.p484-493.
A. Pramesti, C. Novitasari, dan D. Oktaviani, “Penerapan Manajemen Operasional Di Era Digital Dan Perkembangan E – Commerce,” in Economics Business Finance and Entrepreneurship, 2023, hal. 88–97. [Daring]. Tersedia pada: https://proceedings.ums.ac.id/ebfelepma/article/view/3111
T. Mustajibah dan A. Trilaksana, “DINAMIKA E-COMMERCE DI INDONESIA TAHUN 1999-2015,” Avatara J. Pendidik. Sej., vol. 10, no. 3, hal. 3–11, 2021, [Daring]. Tersedia pada: https://ejournal.unesa.ac.id/index.php/avatara/article/view/40965
R. A. Bahtiar, “Potensi, Peran Pemerintah, dan Tantangan dalam Pengembangan E-Commerce di Indonesia [Potency, Government Role, and Challenges of E-Commerce Development in Indonesia],” J. Ekon. dan Kebijak. Publik, vol. 11, no. 1, hal. 13–25, 2020, doi: 10.22212/jekp.v11i1.1485.
A. Wantoro, “Kombinasi Metode Analitical Hierarchy Process (Ahp) Dan Simple Addtive Weight (Saw) Untuk Menentukan Website E-Commerce Terbaik,” Sistemasi, vol. 9, no. 1, hal. 131, 2020, doi: 10.32520/stmsi.v9i1.608.
S. Hartini, “Metode Analytical Hiearchy Process Pada Pemilihan Platform Website E-CommerceTerbaik Untuk Membangun Toko Online,” Inf. Syst. Educ. Prof., vol. 4, no. 2, hal. 134–143, 2020, [Daring]. Tersedia pada: https://ejournal-binainsani.ac.id/index.php/ISBI/article/view/1283
D. Fransiska, “Sistem Pendukung Keputusan Menentukan E-Commerce Terbaik Menggunakan Metode Weighted Product,” PROSISKO J. Pengemb. Ris. dan Obs. Sist. Komput., vol. 10, no. 1, hal. 41–48, 2023, doi: 10.30656/prosisko.v10i1.5957.
R. Kumar, “A Comprehensive Review of MCDM Methods, Applications, and Emerging Trends,” Decis. Mak. Adv., vol. 3, no. 1, hal. 185–199, 2025, doi: https://doi.org/10.31181/dma31202569.
S. K. Sahoo dan S. S. Goswami, “A comprehensive review of multiple criteria decision-making (MCDM) Methods: advancements, applications, and future directions,” Decis. Mak. Adv., vol. 1, no. 1, hal. 25–48, 2023, doi: https://doi.org/10.31181/dma1120237.
A. Sotoudeh-Anvari, “TheapplicationsofMCDMmethodsinCOVID-19pandemic: Astateof theartreview,” Appl. Soft Comput., vol. 126, no. September, hal. 1–40, 2022, doi: https://doi.org/10.1016/j.asoc.2022.109238.
M. Z. Lubis, Ruziana, R. Fadillah, dan R. M. F. Lubis, “Decision Support System for Determining New Branch Locations Applying the Multi Attribute Utility Theory (MAUT) Method,” Int. J. Informatics Data Sci., vol. 1, no. 1, hal. 36–45, 2023, [Daring]. Tersedia pada: https://journals.adaresearch.or.id/ijids/article/view/17
M. Zaman, F. Ghani, A. Khan, S. Abdullah, dan F. Khan, “Complex Fermatean fuzzy extended TOPSIS method and its applications in decision making,” Heliyon, vol. 9, no. 9, hal. 1–28, 2023, doi: https://doi.org/10.1016/j.heliyon.2023.e19170.
A. N. Purnama, W. P. Mahardika, R. Fadillah, dan M. Mesran, “Sistem Pendukung Keputusan Penentuan Siaran Edukasi di Televisi Menggunakan Weight Aggregated Sum Product Assesment Method,” JIKTEKS J. Ilmu Komput. dan Teknol. Inf., vol. 1, no. 3, hal. 8–16, 2023, [Daring]. Tersedia pada: https://jurnal.faatuatua.com/index.php/JIKTEKS/article/view/11
V. Simi, D. Lazarevi, dan M. Dobrodolac, “Picture fuzzy WASPAS method for selecting last-mile delivery mode : a case study of Belgrade,” Eur. Transp. Res. Rev., vol. 13, no. 43, hal. 1–22, 2021, doi: https://doi.org/10.1186/s12544-021-00501-6.
R. Yunitarini dan E. Widiaswanti, “Decision Support System for Industry Machine Maintenance Using Weight Product (WP) Method,” TIERS Inf. Technol. J., vol. 3, no. 2, hal. 91–99, 2022, doi: https://doi.org/10.38043/tiers.v3i2.3880.
M. Y. A.-H. Syah, M. R. Sanjaya, E. Lestari, dan B. W. Putra, “Sistem Pendukung Keputusan Dengan Menerapkan Metode TOPSIS Untuk Menentukan Siswa Terbaik,” J. Teknol. Dan Sist. Inf. Bisnis, vol. 5, no. 2, hal. 149–154, 2023, doi: 10.47233/jteksis.v5i2.794.
F. A. Imran, A. C. Lae, G. K. Katihara, dan Y. R. Kaesmetan, “Sistem Pendukung Keputusan Penentuan Kost Terbaik Pada Kecamatan Oebobo Menggunakan Metode TOPSIS,” J. Technol. Informatics, vol. 5, no. 2, hal. 80–86, 2024, doi: https://doi.org/10.37802/joti.v5i2.553.
S. Setiawansyah dan V. H. Saputra, “Kombinasi Pembobotan PIPRECIA-S dan Metode SAW dalam Pemilihan Ketua Organisasi Sekolah,” J. Ilm. Inform. DAN ILMU Komput., vol. 2, no. 1, hal. 32–40, 2023, doi: https://doi.org/10.58602/jima-ilkom.v2i1.16.
F. Mahdi, F. Faisal, D. Pri Indini, dan M. Mesran, “Penerapan Metode WASPAS dan ROC (Rank Order Centroid) dalam Pengangkatan Karyawan Kontrak,” Bull. Comput. Sci. Res., vol. 3, no. 2, hal. 197−202, 2023, doi: https://doi.org/10.47065/bulletincsr.v3i2.232.
M. Bobbi, K. Nasution, S. Suryadi, dan A. Karim, “Sistem Pendukung Keputusan Dalam Rekomendasi Kelayakan nasabah Penerima Kredit Menerapkan Metode MOORA dan MOOSRA,” Build. Informatics, Technol. Sci., vol. 4, no. 3, hal. 1284–1292, 2022, doi: 10.47065/bits.v4i3.2610.
A. M. P. Nugraha dan I. H. Mursyidin, “Sistem Pendukung Keputusan Penilaian Kinerja Guru Menggunakan Metode SAW,” bit-Tech, vol. 7, no. 1, hal. 174–183, 2024, doi: https://doi.org/10.32877/bt.v7i1.1608.
B. Wardana, “IMPLEMENTASI METODE WEIGHT PRODUCT UNTUK PENILAIAN KINERJA KARYAWAN DI PT. PERTAMINA GAS,” J. Softw. Eng. Inf. Syst., vol. 4, no. 1, hal. 16–22, 2024, doi: https://doi.org/10.37859/seis.v4i1.6701.
N. K. T. Y. Pratiwi, P. A. E. D. Wasundhari, K. Nikova, dan G. S. Mahendra, “Rekomendasi Hotel di Kawasan Lovina Menggunakan Sistem Pendukung Keputusan dengan Metode WASPAS,” J. Sist. Inf. Bisnis, vol. 5, no. 1, hal. 30–40, 2024, doi: https://doi.org/10.55122/junsibi.v5i1.1146.
A. A. Rohman, O. S. Bachri, dan P. Wahyuningsih, “Penentuan Karyawan Terbaik Menggunakan Metode MOORA pada Swalayan M di Kota Tegal,” J. Ilm. Intech Inf. Technol. J. UMUS, vol. 6, no. 1, hal. 36–41, 2024, doi: https://doi.org/10.46772/intech.v6i1.1563.
M. N. D. Satria, “Sistem Pendukung Keputusan Penerimaan Staff Administrasi Menggunakan Metode VIKOR,” J. Artif. Intell. Technol. Inf., vol. 1, no. 1, hal. 39–49, 2023, doi: https://doi.org/10.58602/jaiti.v1i1.24.
M. F. Faisal, A. Suryopratomo, dan K. M. Ishak, “Sistem Pendukung Keputusan Seleksi Calon TKI ke Jepang dengan Metode Topsis,” J. Dimamu, vol. 3, no. 2, hal. 218–222, 2024, doi: https://doi.org/10.32627/dimamu.v3i2.948.
I. Muhyiddin, D. P. Perdana, P. I. D. C. Wulan, dan K. Syarif, “SPK PEMILIHAN KETUA HMP PROGRAM STUDI REKAYASA KEAMANAN SIBER POLITEKNIK BHAKTI SEMESTA BERBASIS WEBSITE MENGGUNAKAN METODE TOPSIS,” JIPI (Jurnal Ilm. Penelit. dan Pembelajaran Inform., vol. 9, no. 2, hal. 919–929, 2024, doi: https://doi.org/10.29100/jipi.v9i2.4605.
B. D. Meilani dan D. N. Setiawan, “Penerapan Metode Topsis Dalam Sistem Pendukung Keputusan Pemilihan Varietas Padi Unggul,” in SeminarNasional Sains dan Teknologi Terapan, 2020, hal. 101–108. [Daring]. Tersedia pada: https://ejournal.itats.ac.id/sntekpan/article/view/1222
N. Fauziah dan Y. Fernando, “Sistem Pendukung Keputusan Menentukan Prioritas Pasien Binaan Yayasan GKI Menggunakan Metode SAW,” Jutisi J. Ilm. Tek. Inform. dan Sist. Inf., vol. 13, no. 1, hal. 418–427, 2024, doi: 10.35889/jutisi.v13i1.1835.
Z. R. Noviana, E. Seniwati, dan N. T. Hartanti, “SISTEM PENUNJANG KEPUTUSAN PEMILIHAN MOBIL BEKAS MENGGUNAKAN METODE SAW,” J. Inf. Syst. Manag., vol. 6, no. 1, hal. 70–78, 2024, doi: https://doi.org/10.24076/joism.2024v6i1.1676.
V. Terisia, S. A. Arman, dan M. Syamsu, “Rekomendasi Karyawan Tetap Menggunakan Metode Weighted Product (WP) pada PT. KB Multifinance,” J. Teknol. Sist. Inf. dan Sist. Komput. TGD, vol. 7, no. 1, hal. 57–64, 2024, doi: https://doi.org/10.53513/jsk.v7i1.9518.
D. Guswandi, H. Syahputra, M. Hafizh, Rita, dan D. Kartika, “Analisis Metode Weighted Product dalam menentukan Order Barang Terbaik pada Marketplace Shopee,” J. KomtekInfo, vol. 9, no. 2, hal. 55–60, 2022, doi: https://doi.org/10.35134/komtekinfo.v9i2.277.
J. Eska, A. N. Sari, dan H. Hidayatullah, “Implementasi Metode Weighted Product Seleksi Penerima Bantuan Disabilitas Pada Dinas Sosial Kabupaten Batubara,” J. Sci. Soc. Res., vol. 7, no. 1, hal. 1–10, 2024, doi: https://doi.org/10.54314/jssr.v7i1.1688.
L. Septyoadhi, M. Mardiyanto, dan I. L. I. Astutik, “Sistem Pendukung Keputusan Penerimaan Siswa Baru Menggunakan Metode Analytical Hierarchy Process,” CAHAYAtech, vol. 7, no. 1, hal. 78, 2019, doi: 10.47047/ct.v7i1.6.
T. H. B. Aviani dan A. T. Hidayat, “Sistem Pendukung Keputusan Seleksi Pemberian Uang Kuliah Tunggal Menerapkan Metode WASPAS,” J. Sist. Komput. dan Inform., vol. 2, no. 1, hal. 102–109, 2020, doi: 10.30865/json.v2i1.2482.
A. E. Syaputra, R. Adawia, dan N. H. Nasta, “Sistem Penunjang Keputusan Pembelian Motor Bekas Oleh Dealer MOKAS Menggunakan Metode MOORA,” J. Pustaka AI (Pusat Akses Kaji. Teknol. Artif. Intell., vol. 4, no. 2, hal. 47–52, 2024, doi: https://doi.org/10.55382/jurnalpustakaai.v4i2.758.
T. Christy, M. R. Aditia, L. R. Ananda, F. M. Yumma, dan T. Prastati, “Penerapan metode moora dalam pemilihan siswa berprestasi,” J. Sci. Soc. Res., vol. 7, no. 4, hal. 1537–1541, 2024, doi: https://doi.org/10.54314/jssr.v7i4.2274.
G. S. Mahendra dan P. G. S. C. Nugraha, “Komparasi Metode AHP-SAW dan AHP-WP Pada SPK Penentuan E-Commerce Terbaik di Indonesia,” J. Sist. dan Teknol. Inf., vol. 8, no. 4, hal. 346, 2020, doi: 10.26418/justin.v8i4.42611.
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