Application of the AHP-TOPSIS Method to Determine the Feasibility of Fund Loans
Article Sidebar
Read Counter : 1000
Download : 411
Main Article Content
Abstract
This study aims to produce a decision support system (DSS) for the feasibility of providing loan funds as a tool and recommendation for cooperatives with several criteria as the basis for decision making, namely: business ownership status, ability, character, collateral, income, and salary. The system implementation uses the Visual Studio 2010 and Microsoft Access 2010 programming languages. This application is designed for effective and efficient decision-making. This program uses two methods, namely AHP, to determine the weight of the criteria and TOPSIS for determining to rank. This combination is designed for high-accuracy applications. The results of the pairwise comparison matrix calculation show that the weights obtained are acceptable and consistent. This application generates alternative customer data from the highest preference value (feasible to get a loan) to the lowest (not feasible).
Article Details
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
The proposed policy for journals that offer open access
Authors who publish with this journal agree to the following terms:
- Copyright on any article is retained by the author(s).
- Author grant the journal, right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work’s authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal’s published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work.
- The article and any associated published material is distributed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License
References
Ahmadi, Sarjon. D dan Jufriadif. N, (2018). Identifikasi Anggota dalam Penempatan pada Struktur Organisasi menggunakan Metode Profile Matching. Jurnal Resti, 2(2 SPK), pp. 452–457. https://doi.org/10.29207/resti.v2i2.358
Bhima. A. T. H. N, Rekyan. R. M. P. and Nurul. H. (2018), “Rekomendasi Pemilihan Paket Personal Computer Menggunakan Metode AHP-TOPSIS,” J. Pengemb. Teknol. Inf. dan Ilmu Komput., vol. 2, no. 5, pp. 1998–2007, 2018. http://j-ptiik.ub.ac.id/index.php/j-ptiik/ article/view/1488
Budiharjo, Windarto A. P. dan A. Muhammad (2017), “Comparison of Weighted Sum Model and Multi Attribute Decision Making Weighted Product Methods in Selecting the Best Elementary School in Indonesia”, International Journal of Software Engineering and Its Applications, Vol. 11, No. 4, pp. 69-90. http://dx.doi.org/10.14257/ijseia.2017.11.4.06
Christine. D dan Yeremia. Y (2018),“ Sistem Penyeleksi Penerima Bantuan Beras Miskin Kauman Kidul Menggunakan Metode Weighted Product Berbasis Mobile”, Jurnal Teknik Informatika dan Sistem Informasi, Vol. 4, No. 1, hal. 103-112. http://dx.doi.org/ 10.28932/jutisi.v4i1.752
Dwi. N. P. and Rostika. L., (2017). Kaji Banding Metode TOPSIS, SAW Dan AHP-TOPSIS Guna Menentukan UKT Mahasiswa Baru Di Politeknik Negeri Cilacap. Jurnal Infotekmesin, 8(1).
Fifin. S. (2017), “Pemanfaatan Metode Analitycal Hierarchy Process ( AHP ) Dalam Studi Kelayakan Sarana Teknis Kereta Api Pada PT . Kereta Api Indonesia Divisi Regional I Sumatera Utara Medan,” J. Pembang. Perkota., vol. 5, pp. 59–67, 2017. http://ejpp.balitbang.pemkomedan.go.id/index.php/JPP/article/view/11
Firdaus. R, Muhammad. T. F, and Nurudin. S. (2018), “Sistem Pendukung Keputusan Penentuan Prioritas Perbaikan Jalan Menggunakan Metode AHP-TOPSIS (Studi Kasus : Dinas Pekerjaan Umum dan Penataan Ruang Kabupaten Ponorogo),” J. Pengemb. Teknol. Inf. dan Ilmu Komput., vol. 2, no. 11, pp. 4365–4370, 2018. http://jptiik.ub.ac.id/index.php/jptiik/article/view/2909
Frieyadie. F and Surya. M. R. (2018), “Penerapan Metode AHP Untuk Membantu Siswa Memilih Jurusan Yang Tepat Di SMK,” J. RESTI (Rekayasa Sist. dan Teknol. Informasi), vol. 2, no. 3, pp. 662–667, 2018. https://doi.org/10.29207/resti.v2i3.396.
Harli. E, (2016). “Pemilihan Network Monitoring System Berdasarkan Kajian Efektifitas Sistem Informasi dengan Pendekatan AHP: Studi Kasus pada ―PT.TUV‖”. Jurnal Edukasi dan Penelitian Informatika (JEPIN). Vol. 2, 2016: 64-70., DOI: 10.26418/jp.v2i1.15555
Hasanah, R. (2016). Decision Support System Validation Recipient Program Keluarga Harapan in Wonosari District Using AHP-TOPSIS Method. Jurnal Ilmiah Teknologi Dan Informasi, 5(2), 111–121. https://doi.org/10.20961/its.v5i2.1898.
Hertyana. H. (2018), “Sistem Pendukung Keputusan Penentuan Karyawan Terbaik Menggunakan Metode TOPSIS,” J. Ilmu Pengetahuan dan Teknologi Komputer, vol. 4, no. 1, pp. 43–48, 2018. https://ejournal.nusamandiri.ac.id/index.php/jitk/article/view/317
Jiahui. W, et al. (2019), “Comprehensive evaluation of voltage stability based on EW-AHP and Fuzzy-TOPSIS,” Heliyon, vol. 5, no. 10, p. e02410, 2019, http://dx.doi.org/10.1016/j.heliyon.2019.e02410
Jing. Z, Yaoqi. D., and Xiaojuan. L. (2019), “Study on the policy of replacing coal-fired boilers with gas-fired boilers for central heating based on the 3E system and the TOPSIS method: A case in Tianjin, China,” Energy, vol. 189, p. 116206, 2019. https://doi.org/10.1016/j.energy.2019.116206
Karmila. Y., Tursina, Muhammad. A.I, (2019). “ Sistem Pendukung Keputusan Pemilihan Wilayah Prioritas Intervensi Kegiatan Keluarga Berencana. http://dx.doi.org/10.26418/jp.v5i1.31338
Ma. H, Li. S, and Chan. C.S. (2018), “Analytic Hierarchy Process (AHP)-based assessment of the value of non-World Heritage Tulou: A case study of Pinghe County, Fujian Province,” Tour. Manag. Perspect., vol. 26, no. August 2017, pp. 67–77, 2018. https://doi.org/10.1016/j.tmp.2018.01.001, https://www.sciencedirect.com/science/article/abs/pii/S2211973618300011
Mahmud. S., Tursina, and Yulianti. (2019), “Sistem Pendukung Keputusan Pemilihan Daerah Prioritas Penanganan Stunting pada Balita Menggunakan Metode TOPSIS (Studi Kasus : Kota Pontianak),” J. Sist. dan Teknol. Inf., vol. 7, no. 1, p. 33, 2019. http://dx.doi.org/10.26418/justin.v7i1.27815
Mubarok. A, et al. (2019), “Sistem Pendukung Keputusan Kelayakan Pemberian Kredit Dengan Metode TOPSIS,” J. Inform., vol. 6, no. 1, pp. 37–46, 2019., DOI: 10.31311/ji.v6i1.4739
Munawir, M. (2020) Analisis Penilaian Kinerja Terhadap Rasionalitas Dosen pada 114 Perguruan Tinggi Swasta ( PTS ) Wilayah Kopertis XIII Provinsi Aceh dengan Metode Technique for Order Preference by Similarity to Ideal Solution ( TOPSIS ). (April). https://doi.org/10.35870/jtik.v2i1.45
Nikolas. P, et al. (2019), “Spatial analysis and evaluation of a coal deposit by coupling AHP & GIS techniques,” Int. J. Min. Sci. Technol., no. xxxx, 2019, https://doi.org/10.1016/j.ijmst.2019.04.002
Nofriansyah. D, (2014), Konsep Data Mining Vs Sistem Pendukung Keputusan.pdf, Ed.1, Cet. Yogyakarta: Deepublish, 2014.
Oktopanda. (2017), “A Study Approach of Decission Support System with Profile Matching”, International Journal of Recent Trends in Engineering & Research (IJRTER), Vol. 03, No. 02. ISSN: 2455-1457. http://dx.doi.org/10.23883/IJRTER.2017.3001.ZL93N
Pornwasin. S and Tossapol. K. (2018), “Fuzzy AHP-TOPSIS approaches to prioritizing solutions for reverse logistics barriers,” Comput. Ind. Eng., vol. 117, pp. 303–318, 2018. https://doi.org/10.1016/j.cie.2018.01.015
Rahayu, T., Krisnanik, E., & Hananto, B. (2019), “Metode Analytical Hierarchy Process Dalam Menentukan Pemilihan Desa Terbaik,” J. RESTI (Rekayasa Sist. dan Teknol. Informasi), vol. 3, no. 1, pp. 94–99, 2019. DOI: https://doi.org/10.29207/resti.v3i1.769
Rizqi, M., Akbar, A., Fitrian, Y., & Maseleno, A, (2018), “Dismissal Working Relationship using Analytic Hierarchy Process Method,” Int. J. Pure Appl. Math., vol. 118, no. 7 Special Issue, pp. 177–184, 2018.
Sampreet. K. R. et al. (2019), “Optimization of parameters in Nd: YAG laser welding of Ti-6Al-4V using TOPSIS,” Mater. Today Proc., pp. 4–7, 2019., https://doi.org/10.1016/j.matpr.2019.05.401
Santika, P. P., & Handika, I. P. S. (2019), “Sistem Pendukung Keputusan Penerimaan Karyawan Dengan Metode AHP Topsis (Studi Kasus: PT. Global Retailindo Pratama),” Sintech, vol. 2, no. 1, pp. 1–9, 2019. https://doi.org/10.31598/sintechjournal.v2i1.321
Sindhu. R. (2018), “Sistem Pendukung Keputusan Dalam Menentukan Penilaian Kinerja Guru Dengan Metode Analytical Hierarchy Process (AHP),” Simetris J. Tek. Mesin, Elektro dan Ilmu Komput., vol. 9, no. 2, pp. 1001–1008, 2018. DOI: https://doi.org/10.24176/simet.v9i2.2528,
Suthep. B and Puntiva. P. (2019), “Uncertain risk assessment modelling for bus body manufacturing supply chain using AHP and fuzzy AHP,” Procedia Manuf., vol. 30, pp. 663–670, 2019,
https://doi.org/10.1016/j.promfg.2019.02.094
Tayfun. A. (2017), “Specifying the Determinants of Brand Value by Using AHP Method,” International Journal of Academic Research in Accounting, Finance and Management Sciences Vol. 7, No.1, pp. 98–106, 2017, http://dx.doi.org/10.6007/IJARAFMS/v7-i1/2574