Seleksi Beasiswa Untuk Perguruan Tinggi Berdasarkan Pendekatan Keputusan Berkeadilan dengan Fuzzy Mamdani

  • Amsar Amsar Program Studi Teknik Komputer, Politeknik Aceh Selatan
  • Rizal Munadi Magister Teknik Elektro, Jurusan Teknik Elektro dan Komputer, Fakultas Teknik, Universitas Syiah Kuala
  • Ramzi Adriman Magister Teknik Elektro, Jurusan Teknik Elektro dan Komputer, Fakultas Teknik, Universitas Syiah Kuala
Keywords: Decision, Education System, Scholarship, Fuzzy Mamdani, Weighted Method.


The scholarship is one of the funding schemes of study in an education system. Various models and names of scholarship schemes are offered on terms that have been determined by the scholarship provider. The essence of these conditions is the trust and confidence of the funders of the scholarship recipients and is projected to complete the study period as per the allocated funds. In general, funders are very concerned about the issue of academic qualification as one of the main indicators. However, for prospective students who wish to pursue higher education from coming from orphaned families and from less financially qualified families, with good academic qualifications, not yet a parameter in the selection process of scholarship recipients. Based on this fact, this problem would like to find solution in this research and submitted the selection model of scholarship with fair decision approach. This study aims to design a fair decision-making system as a tool for selection of scholarship recipients that prioritize the values ​​of justice by prioritizing scholarship recipients from among orphans and poor. This research proposes two methods: Fuzzy Mamdani and weighting method, with 4 input parameters which are used as variables: children status and economic level, residence condition, children achievement and family dependent. Simulation testing performed by considering the parameters set is a more effective and efficient decision model for the prospective scholarship recipients. To obtain a competent recipient, then the screening process by ranking to be declared passed the selection and received as the recipient of scholarship in accordance with the number of quotas provided. This selection model becomes an alternative and provides opportunities for orphans and the poor to continue higher education and improve the human resource index as well as meet national education goals.


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[1] Anonymous, The Global Human Capital Report 2017: Preparing People for the future of work, Insight Report, World Economic Forum, 2017.
[2] A.H.R.Tilaar, Pembenahan Pendidikan Nasional. Jakarta: Rineka Cipta, 2002.
[3] Fadilah, “Model Penunjang Keputusan Penentuan Penerima Beasiswa Berprestasi Berbasis SAW di STMIK Banjarbaru,” IJSE – Indonesian Journal on Software Engineering., vol. 2, no. 1, pp. 1–6, 2016.
[4] A. Hadi-vencheh and M. Mirjaberi, “Seclusion-Factor Method to Solve Fuzzy-Multiple Criteria Decision-Making Problems,” IEEE Transactions On Fuzzy Systems, vol. 19, no. 2, pp. 201–209, April 2011.
[5] H. Listiyono, Sunardi, and T. Khristianto, “Rekayasa Perangkat Lunak Sistem Pendukung Keputusan Pemberian Kredit (Studi Kasus pada BPR Argo Dana Semarang),” Jurnal Teknologi Informasi DINAMIK, vol. 16, no. 1, pp. 72–76, 2011.
[6] H. Kusmiati and M. Ansori, “Aplikasi Pemasangan Layanan Reguler Smart PT . PLN ( Persero ) menggunakan Spiral Model,” JSM STMIK Mikroskil, vol. 16, no. 1, pp. 61–71, 2015.
[7] Shyi-Ming Chen and Jia-An Hong, “Fuzzy Multiple Attributes Group Decision-Making Based on Ranking Interval Type-2 Fuzzy Sets and the TOPSIS Method,” IEEE Transactions On Systems, Man, And Cybernetics: Systems, vol. 44, no. 12, pp. 1665–1673, 2014.
[8] DAAD Indonesia, “Deutscher Akademischer Austauschidienst German Academic Exchange Service,” 2017. [Online]. Available:
[9] Aminef, “Beasiswa Fulbright,” 2017. [Online]. Available:
[10] LPDP, “Beasiswa Pendidikan Indonesia,” 2017. [Online]. Available:
[11] Bidikmisi, “Direktorat Pembelajaran dan Kemahasiswaan,” 2017. [Online]. Available:
[12] LPSDM Aceh, “Beasiswa LPSDM Aceh,” 2017. [Online]. Available:
[13] S. Kusumadewi and H. Purnomo, Aplikasi Logika Fuzzy untuk Pendukung Keputusan. Yogyakarta: Graha Ilmu, 2013.
How to Cite
A. Amsar, R. Munadi, and R. Adriman, “Seleksi Beasiswa Untuk Perguruan Tinggi Berdasarkan Pendekatan Keputusan Berkeadilan dengan Fuzzy Mamdani”, JI, vol. 2, no. 2, pp. 49-56, Dec. 2017.