Decision Support System for Selecting Peer-to-Peer Lending Applications using ARAS and Rank Sum Approaches

Elviza Diana

Abstract


The development of information technology has brought major changes to the world of finance, especially with the emergence of new business models such as Peer-to-Peer (P2P) lending. Even though the potential for high profits can be obtained through P2P lending platforms, the challenges faced by investors in choosing the right investment application are increasingly complex. With so many choices in P2P lending applications, decision-makers must be careful in making their choice. This creates problems if the decisions made are incorrect, resulting in financial losses. So, the aim of this research is to build a decision support system for choosing a Peer-to-Peer lending application by applying a combination of the Additive Ratio Assessment (ARAS) method and Rank Sum weighting to make it easier for users to determine their choice. Based on the case study, the utility value obtained is highest to lowest, namely: Amartha Microfinance (A3) got a score of 0.9034, Asetku (A4) got a score of 0.8954, KoinWorks (A5) got a score of 0.8640, Investree (A2) got a score of 0.8484, and Danamas Lender (A1) got a score of 0.8080. Besides that, the usability test got an average score of 88.75%, which means the system is appropriate for its use and function. The resulting decision support system has features that make it easier for decision makers to determine P2P lending applications because the system developed can display alternative rankings.

Keywords


Additive Ratio Assessment; ARAS; Decision Support Systems; Peer-to-Peer Lending Applications; Rank Sum

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References


F. Kurniasari, “Implementation of Productivity Apps to Increase Financial Inclusion in Peer-To-Peer Lending Platform,†in Eurasian Economic Perspectives, 2021, pp. 107–115.

I. Hasan, Q. He, and H. Lu, “Social Capital, Trusting, and Trustworthiness: Evidence from Peer-to-Peer Lending,†J. Financ. Quant. Anal., vol. 57, no. 4, pp. 1409–1453, 2022, doi: DOI: 10.1017/S0022109021000259.

S. A. Serlika Aprita, “Peranan Peer to Peer Lending dalam Menyalurkan Pendanaan pada Usaha Kecil dan Menengah,†J. Huk. Samudra Keadilan, vol. 16, no. 1, pp. 37–61, 2021, doi: 10.33059/jhsk.v16i1.3407.

F. Sabry, Decision Support System: Fundamentals and Applications for The Art and Science of Smart Choices. One Billion Knowledgeable, 2023.

S. Bandyopadhyay, Decision Support System: Tools and Techniques. Boca Raton: CRC Press, 2023.

M.Fatchan, R. Pangestsu, and A. Firmansyah, “Sistem Pendukung Keputusan Pemilihan Saham Terbaik Untuk Portofolio Investasi Syariah Menggunakan Metode SAW,†J. Ilm. Intech Inf. Technol. J. UMUS, vol. 4, no. 1, pp. 141–152, 2022.

R. Y. Endra, Y. Aprilinda, and F. Jumaidi, “Implementasi Metode Weighted Product untuk Rancangan Sistem Pendukung Keputusan Pemilihan Saham Terbaik,†Expert J. Manaj. Sist. Inf. dan Teknol., vol. 8, no. 200, pp. 126–132, 2022.

E. T. Alawiah, S. Sefrika, and M. H. Siregar, “Sistem Pendukung Keputusan Pemilihan Instrumen Investasi Bagi Individu Dengan Metode Topsis,†IJCIT (Indonesian J. Comput. Inf. Technol., vol. 5, no. 1, pp. 8–13, 2020, doi: 10.31294/ijcit.v5i1.6596.

T. Sintosaro, Waruwu, and S. Nasution, “Sistem Pendukung Keputusan Pemilihan Investasi Saham Berbasis Web Menggunakan Metode SMART,†J. Mahajana Inf., vol. 5, no. 1, pp. 8–13, 2020, [Online]. Available: http://e-journal.sari-mutiara.ac.id/index.php/7/article/view/1191

U. Hairah and E. Budiman, “Kinerja Metode Rank Sum, Rank Reciprocal dan Rank Order Centroid Menggunakan Referensi Poin Moora (Studi Kasus: Bantuan Kuota Data Internet untuk Mahasiswa),†J. Teknol. Inf. dan Ilmu Komput., vol. 9, no. 6, p. 1129, 2022, doi: 10.25126/jtiik.2022934883.

V. Sihombing et al., “Additive Ratio Assessment (ARAS) Method for Selecting English Course Branch Locations,†in Virtual Conference on Engineering, Science and Technology (ViCEST), 2021, pp. 1–5. doi: 10.1088/1742-6596/1933/1/012070.

S. Susliansyah, H. Sumarno, H. Priyon, L. Maulida, and F. Indriyani, “Application of A Decision Support System on Additive Ratio Assessment (ARAS) Method in Determining Best-Selling Korean Snacks,†Int. J. Inf. Syst. Technol., vol. 6, no. 4, pp. 469–476, 2022.

Y. Noviyanti and E. Sari, “10 Aplikasi P2P Lending Terbaik yang Terdaftar di OJK - Bekerja Sama dengan Praktisi Keuangan (Terbaru Tahun 2023),†mybest, 2023. https://my-best.id/139370

I. Ahmad, E. Suwarni, R. I. Borman, A. Asmawati, F. Rossi, and Y. Jusman, “Implementation of RESTful API Web Services Architecture in Takeaway Application Development,†in International Conference on Electronic and Electrical Engineering and Intelligent System (ICE3IS), 2022, pp. 132–137. doi: 10.1109/ICE3IS54102.2021.9649679.

H. Mayatopani, R. I. Borman, W. T. Atmojo, and A. Arisantoso, “Classification of Vehicle Types Using Backpropagation Neural Networks with Metric and Ecentricity Parameters,†J. Ris. Inform., vol. 4, no. 1, pp. 65–70, 2021, doi: 10.34288/jri.v4i1.293.

R. D. Gunawan, R. Napianto, R. I. Borman, and I. Hanifah, “Penerapan Pengembangan Sistem Extreme Programming Pada Aplikasi Pencarian Dokter Spesialis di Bandar lampung Berbasis Android,†J. Format, vol. 8, no. 2, pp. 148–157, 2019.

I. M. Pandiangan, M. Mesran, R. I. Borman, A. P. Windarto, and S. Setiawansyah, “Implementation of Operational Competitiveness Rating Analysis (OCRA) and Rank Order Centroid (ROC) to Determination of Minimarket Location,†Bull. Informatics Data Sci., vol. 2, no. 1, pp. 1–8, 2023.

I. Ahmad, Y. Rahmanto, D. Pratama, and R. I. Borman, “Development of augmented reality application for introducing tangible cultural heritages at the lampung museum using the multimedia development life cycle,†Ilk. J. Ilm., vol. 13, no. 2, pp. 187–194, 2021.

M. Akbar, Q. Quraysh, and R. I. Borman, “Otomatisasi Pemupukan Sayuran Pada Bidang Hortikultura Berbasis Mikrokontroler Arduino,†J. Tek. dan Sist. Komput., vol. 2, no. 2, pp. 15–28, 2021.

H. Firdaus and A. Zakiah, “Implementation of Usability Testing Methods to Measure the Usability Aspect of Management Information System Mobile Application (Case Study Sukamiskin Correctional Institution),†I.J. Mod. Educ. Comput. Sci., vol. 5, pp. 58–67, 2021, doi: 10.5815/ijmecs.2021.05.06.

S. Sintaro, “Sistem Pendukung Keputusan Penentuan Barista Terbaik Menggunakan Rank Sum dan Additive Ratio Assessment (ARAS),†J. Ilm. Comput. Sci., vol. 2, no. 1, pp. 39–49, 2023.

D. O. Sihombing and A. Cahyadi, “Implementasi Metode MABAC Dalam Pemilihan Mahasiswa Terbaik dengan Teknik Pembobotan Rank Sum,†J. Comput. Syst. Informatics, vol. 4, no. 4, pp. 1008–1018, 2023, doi: 10.47065/josyc.v4i4.4040.

A. Aswar, A. Anto, and H. Hamria, “Decisions Support System About The Granting Aid of Machinery Ketinting for The Fisher From Bajo Village Uses The Method Additive Ratio Assessment,†Explor. J. Comput. Sci. Inf. Technol., vol. 3, no. 1, pp. 7–14, 2023.

B. Satria, “Implementation of Additive Ratio Assessment (ARAS) Method on Decision Support System for Recipient of Inhabitable House,†JITK (Jurnal Ilmu Pengetah. dan Teknol. Komputer), vol. 6, no. 1, pp. 121–128, 2020, doi: 10.33480/jitk.v6i1.1389.

Y. Fernando, R. Napianto, and R. I. Borman, “Implementasi Algoritma Dempster-Shafer Theory Pada Sistem Pakar Diagnosa Penyakit Psikologis Gangguan Kontrol Impuls,†Insearch (Information Syst. Res. J., vol. 2, no. 2, pp. 46–54, 2022.




DOI: https://doi.org/10.30865/mib.v8i1.7179

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