The Selection of KORPRI Scholarship Recipients Using Sugeno's Fuzzy Logic
Abstract
Student Scholarship Allowance Selection is a routine practice carried out by the Bukittinggi City KORPRI (Civil Servants Corps), which is given to the sons and daughters of civil servants in the Bukittinggi City area who are currently pursuing higher education. Determining scholarship recipients always goes through a strict selection process due to the large number of applicants each year. The selection of scholarship recipients is based on specific criteria and requirements set by KORPRI Bukittinggi City. The criteria/requirements for awarding scholarships are based on three factors: Grade Point Average (GPA), parental income/salary, and number of dependents. In this research, the author applies Sugeno's fuzzy logic in determining scholarship allocation because Sugeno's fuzzy logic can select candidates validly, transparently, and fairly, thus guaranteeing that the selected candidates truly deserve to receive a scholarship. To conduct research effectively, the author designed a research framework that helps the scholarship allocation process using Sugeno fuzzy logic, implemented through the Visual Basic 2010 and MySQL programming languages. Research findings show that the Sugeno fuzzy method can provide accurate and objective recommendations in the scholarship recipient selection process using relevant variables and predetermined rules. This recommendation system can produce fair and transparent decisions. This research aims to contribute to the development of a more effective and efficient scholarship recipient selection system.
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References
J. Salendah, P. Kalele, A. Tulenan, and ..., “Penentuan Beasiswa Dengan Metode Fuzzy Tsukamoto Berbasis Web Scholarship Determination Using Web Based Fuzzy Tsukamoto Method,” Proceeding Semin. …, no. 1, pp. 81–90, 2022, [Online]. Available: https://proceeding.unived.ac.id/index.php/snasikom/article/view/80%0Ahttps://proceeding.unived.ac.id/index.php/snasikom/article/download/80/70
H. S. A. K. Muhammad Fikri Khaid, Sujalwo, “Model Logika Fuzzy Sugeno Berbasis Web Untuk Seleksi Penerima Beasiswa,” J. Ilm. SINUS, vol. 16, no. 1, p. 25, 2018, doi: 10.30646/sinus.v16i1.329.
S. K. Sundari Retno Andani, S.T, M.Kom, Subastian Wibowo, “Sistem Pendukung Keputusan Dalam Menentukan Penerima Beasiswa Dengan Fuzzy Sugeno,” Open J. Unimal, vol. 10, no. 1, pp. 64–79, 2018.
R. U. Ginting et al., “Penentuan Penerima Beasiswa Mahasiswa Dari Universitas Sari Mutiara Medan Di Masa Pandemi Covid-19 Dengan Metode Logika Fuzzy Tsukamoto,” J. Mahajana Inf., vol. 6, no. 1, pp. 73–77, 2021.
S. Susanti, G. R. Nawangsit, C. Responden, K. K. Beasiswa, F. Tsukamoto, and S. P. Keputusan, “Penerapan Metode Fuzzy Tsukamoto Pada Sistem Pendukung Keputusan Penentuan Pemberian Beasiswa,” Jika, vol. ISSN, pp. 2722–2713, 2023.
D. Y. H. Putra, Apriansyah, “PENENTUAN PENERIMA BEASISWA DENGAN MENGGUNAKAN FUZZY MULTIPLE ATRIBUTE DECISSION MAKING,” J. Sist. Inf., vol. 3, no. 1, pp. 286–293, 2011.
R. Setiawan, A. Triayudi, and A. Gunawan, “Diagnosa Kecanduan Gadget Pada Anak Usia Dini dengan Metode Fuzzy Sugeno dan Fuzzy Mamdani,” vol. 4, no. 2, pp. 315–325, 2023, doi: 10.47065/josyc.v4i2.3018.
N. Luthan, “Implementasi Logika Fuzzy Dengan Menggunakan Metode Mamdani Untuk Menentukan Penerimaan Beasiswa Dari Yayasan Rumah Zakat,” Edik Inform., vol. 4, no. 1, pp. 40–51, 2018, doi: 10.22202/ei.2017.v4i1.2699.
K. Tarwati et al., “Metode Fuzzy Logic Untuk Penentuan Kelayakan Penerima Beasiswa Mahasiswa Di Universitas Muhammadiyah Sukabumi,” JASISFO (Jurnal Sist. Informasi), vol. 1, no. 2, pp. 56–67, 2020.
M. R. Maulana, “Sistem Pakar Untuk Mengukur Tingkat Depresi Mahasiswa Menggunakan Metode Fuzzy Sugeno,” vol. 2, no. 1, 2023.
D. Rifai and F. Fitriyadi, “Penerapan Logika Fuzzy Sugeno dalam Keputusan Jumlah Produksi Berbasis Website,” Hello World J. Ilmu Komput., vol. 2, no. 2, pp. 102–109, 2023, doi: 10.56211/helloworld.v2i2.297.
M. S. Muttaqin, Y. Widiastiwi, and C. Nugrahaeni, “Implementasi Logika Fuzzy Untuk Setiap Pendukung Kepuusan Calon Penerima Beasiswa Kartu Jakarta Pintar ( Studi Kasus : SMA N 76 Jakarta ),” Semin. Nas. Mhs. Ilmu Komput. dan Apl. Jakarta-Indonesia, 14 Agustus 2020, pp. 455–465, 2020, [Online]. Available: https://conference.upnvj.ac.id/index.php/senamika/article/view/535%0Ahttps://conference.upnvj.ac.id/index.php/senamika/article/download/535/455
R. F. Ramadhan, K. Eliyen, U. Islam, N. Sayyid, and A. Rahmatullah, “IMPLEMENTASI METODE FUZZY SUGENO PADA PEMODELAN,” vol. 6, no. 1, pp. 28–34, 2023.
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