Sistem Pendukung Keputusan Penentuan Kelayakan Pemberian Kredit UMKM Menggunakan Metode AHP dan Weighted Product
DOI:
https://doi.org/10.47065/bulletincsr.v5i5.646Keywords:
Decision Support System; UMKM; Creditworthiness; Analytical Hierarchy Process; Weighted ProductAbstract
Microfinance institutions often conduct manual evaluations of creditworthiness for UMKM, resulting in subjective and inconsistent decisions. This study aims to develop a decision support system for determining creditworthiness for UMKM using the Analytical Hierarchy Process (AHP) and Weighted Product (WP) methods. AHP is used to evaluate the relative importance of criteria through pairwise comparisons. This process generates weights for each criterion with a consistency matrix as a validation tool. The results of the weighting are then used in the WP method, which calculates the final score for each prospective borrower by multiplying the performance value against the criteria and weights. The case study in this research is at the Koperasi Simpan Pinjam (KSP) Makmur Jaya. The results obtained show that the system is capable of producing objective alternative rankings, where prospective borrowers with the highest VI values are considered the most eligible to receive credit. After testing, the system also demonstrated consistency with manual calculations. Overall, this study shows that the combination of the Analytical Hierarchy Process (AHP) and Weighted Product (WP) can be effectively applied in multi-criteria decision-making in the microfinance sector.
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H. A. Setyadi, G. S. Nurohim, and W. Nugroho, “Penentuan Kelayakan dan Jenis Lembaga Keuangan dalam Pemberian Modal UMKM Menggunakan Metode AHP dan Decision Tree,” J. Ilm. FIFO, vol. 16, no. 1, p. 64, 2024, doi: 10.22441/fifo.2024.v16i1.007.
R. Oktapiani, D. Prayudi, A. Fajria, N. S. Z. Nufus, and R. N. Lestari, “Sistem Pendukung Keputusan Untuk Menentukan Managemen Kelayakan Pemberian Kredit Di Bank Mandiri Taspen Sukabumi Menggunakan Metode Analytic Hierarchy Process,” Indones. J. Softw. Eng., vol. 8, no. 1, pp. 36–45, 2022, doi: 10.31294/ijse.v8i1.12054.
R. D. Riyanto and M. Yunus, “Sistem Pendukung Keputusan Pemberian Kredit Berbasis Web Menggunakan Kombinasi Metode Analytical Hierarchy Process (AHP) dan Simple Additive Weighting (SAW),” J. Manaj. Inform., vol. 11, no. 2, pp. 102–117, 2021, doi: 10.34010/jamika.v11i2.4936.
M. Wati, A. Maulana, and J. A. Widians, “Sistem Pendukung Keputusan Pemilihan Tumbuhan Berkhasiat Obat Menggunakan Metode AHP-WP,” Ilk. J. Ilm., vol. 12, no. 3, pp. 219–227, 2020, doi: 10.33096/ilkom.v12i3.671.219-227.
R. Rina, F. Agus, and U. Hairah, “Sistem Pendukung Keputusan Penentuan Dosen Pembimbing Skripsi Menggunakan Metode Analytical Hierarchy Process (AHP) dan Weighted Product (WP),” Jurti, vol. 5, no. 1, pp. 17–24, 2021, doi: 10.30872/jurti.v5i1.5877.
S. Sutrisno, N. Mayasari, M. Rohim, and Y. Boari, “Evaluasi Keputusan Kelayakan Bonus Karyawan Menggunakan Metode AHP-WP,” J. Krisnadana, vol. 3, no. 1, pp. 49–58, 2023, doi: 10.58982/krisnadana.v3i1.491.
Z. Azhar, W. Wakhinuddin, and W. Waskito, “Sistem Pendukung Keputusan Dalam Pemilihan Pengembangan Model Pembelajaran Dengan Metode Ahp,” JURTEKSI (Jurnal Teknol. dan Sist. Informasi), vol. 7, no. 3, pp. 323–332, 2021, doi: 10.33330/jurteksi.v7i3.1155.
T. Roja Abdullah et al., “Sistem Pendukung Keputusan Penerimaan Karyawan Baru Menggunakan Kombinasi Metode Analytical Hierarchy Process dan Weighted Product,” J. Inf. Syst. Res., vol. 5, no. 4, pp. 1312–1322, 2024, doi: 10.47065/josh.v5i4.5211.
A. Wantoro, C. A. Lutfy, A. T. Priandika, and V. Aryani, “Kombinasi Metode Analytical Hierarchy Process ( AHP ) dengan Metode Weighted Product ( WP ) pada Sistem Pendukung Keputusan Pemilihan Rumah Ideal Combination of the Analytical Hierarchy Process ( AHP ) Method with the Weighted Product ( WP ) Method in the,” J. Pendidik. dan Teknol. Indones., vol. 4, no. 9, pp. 409–418, 2024, doi: 10.52436/1.jpti.485.
A. Kadim, “Sistem Pendukung Keputusan Pemilihan Laptop Menggunakan Model FMADM (Fuzzy Multiple Attribute Decision Making) dengan Metode Weighted Product (WP),” J. Multimed. dan Teknol. Inf., vol. 4, no. 02, pp. 83–91, 2022, doi: 10.54209/jatilima.v4i02.331.
R. Supardi and A. Sudarsono, “Penerapan Metode Weighted Product (WP) Dalam Sistem Pendukung Keputusan Pemilihan Karyawan Terbaik Pada PT. Agrodehasen Bengkulu,” J. Media Infotama, vol. 19, no. 1, pp. 141–147, 2023, doi: 10.37676/jmi.v19i1.3505.
S. K. Anwar, A. Priyanto, and C. Ramdani, “Sistem Pendukung Keputusan Pemilihan Objek Wisata Menggunakan Metode Ahp Berbasis Java,” J. Sains Komput. Inform., vol. 5, no. 1, pp. 270–279, 2021, doi: 10.30645/j-sakti.v5i1.320.
D. Mardian, N. Neneng, A. S. Puspaningrum, A. Hasibuan, and M. H. Tinambunan, “Sistem Pendukung Keputusan Penentuan Siswa Berprestasi Menggunakan Metode Weight Product (WP),” J. Inform. dan Rekayasa Perangkat Lunak, vol. 4, no. 2, pp. 158–166, 2023, doi: 10.33365/jatika.v4i2.2593.
S. Suendri, A. M. Harahap, A. B. Nasution, and S. Kartika, “Analisis Sistem Pendukung Keputusan Penentuan Lulusan Terbaik Menggunakan Lima Algoritma Pada Program Studi Sistem Informasi UIN Sumatera Utara Medan,” Al-Ulum J. Sains Dan Teknol., vol. 7, no. 1, pp. 38–43, 2022, doi: 10.31602/ajst.v7i1.5839.
M. H. Natanael and D. Kusumaningsih, “Penerapan Metode Weighted Product Pada Sistem Penunjang Keputusan Untuk Pemilihan Anggota Terbaik Naposo,” Technol. J. Ilm., vol. 12, no. 1, p. 41, 2021, doi: 10.31602/tji.v12i1.4181.
M. Yanto, “Sistem Penunjang Keputusan Dengan Menggunakan Metode Ahp Dalam Seleksi Produk,” J. Teknol. Dan Sist. Inf. Bisnis, vol. 3, no. 1, pp. 167–174, 2021, doi: 10.47233/jteksis.v3i1.161.
V. M. M. Siregar, S. Sonang, and E. Damanik, “Sistem Pendukung Keputusan Penentuan Pelanggan Terbaik Menggunakan Metode Weighted Product,” J. Tek. Inf. dan Komput., vol. 4, no. 2, p. 239, 2021, doi: 10.37600/tekinkom.v4i2.392.
F. P. Sihotang and M. Magdalena, “Implementasi Metode Weighted Product (WP) pada Sistem Pendukung Keputusan Pemberian Bonus Karyawan,” JATISI (Jurnal Tek. Inform. dan Sist. Informasi), vol. 8, no. 4, pp. 2158–2170, 2021, doi: 10.35957/jatisi.v8i4.1179.
I. W. A. Agetia, I. M. Candiasa, and D. G. H. Divayana, “Implementasi Metode AHP-WP dalam Sistem Pendukung Keputusan Pemilihan Tenaga Kependidikan Non PNS Teladan di Universitas Udayana,” Syntax Lit. J. Ilm. Indones., vol. 7, no. 11, pp. 15710–15732, 2022, doi: 10.36418/syntax-literate.v7i11.9434.
Y. B. Utomo, D. E. Yuliana, and H. Kurniadi, “Sistem Pendukung Keputusan Dalam Menentukan Ketua Himaprodi Menggunakan Metode Weighted Product,” J. Tek. Inf. dan Komput., vol. 5, no. 2, p. 501, 2022, doi: 10.37600/tekinkom.v5i2.703.
R. Rizky et al., “Sistem Pendukung Keputusan Penentuan Kelas Tunagrahita Menggunakan Metode Weight Product,” J. Tek. Inform. Unika ST. Thomas, vol. 08, no. 1, pp. 2657–1501, 2023, doi: 10.54367/jtiust.v8i1.
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