Foundation Scholars Decision Support System with Simple Additive Weighting

Authors

  • Sundari Retno Andani STIKOM Tunas Bangsa, Pematangsiantar, Indonesia
  • Sumarlin Sumarlin Institut Teknologi dan Bisnis Indonesia, Medan, Indonesia

DOI:

https://doi.org/10.55123/jomlai.v2i2.2067

Keywords:

Decision Support System, Simple Additive Weighting, Scholarship

Abstract

Scholarships are one of the solutions in dealing with dropping out of school to increase the quantity of human resources in Indonesia. There are various types of scholarships given to outstanding students, one of which is a foundation scholarship. Foundation scholarships are scholarships whose funding comes from higher education foundations intended for outstanding and economically disadvantaged students. A decision support system (SPK) is needed in determining foundation scholarship recipients. With SPK, the results obtained are more objective based on the criteria used, accurate, effective and efficient. The SPK method used in this study is the Simple Additive Weighting (SAW) method. The SAW method performs a search with a weighted sum of performance ratings for each alternative on all criteria. The criteria used in this study are the Grade Point Average (GPA), parents' income and the number of dependents. Calculations using the SAW method will produce weight values, criteria, alternatives and ranking results of scholarship recipients as material for decision making.

References

S. R. Andani, “Penerapan Metode SMART dalam Pengambilan Keputusan Penerima Beasiswa Yayasan AMIK Tunas Bangsa,” J. Sist. dan Teknol. Inf., vol. 7, no. 3, p. 166, 2019, doi: 10.26418/justin.v7i3.30112.

A. Irfan, Nursakti, Z. Rachmat, and W. S, “Implementasi Sistem Pendukung Keputusan Penerima Beasiswa pada SDN 165 Asanae,” Minfo Polgan, vol. 12, no. 2, pp. 812–818, 2023, doi: https://doi.org/10.33395/jmp.v12i2.12512.

F. Ramadhani, Y. Tandi, A. Nurhuda, and A. Franz, “Jurnal Sistem dan Teknologi Informasi Indonesia Implementasi Sistem Pendukung Keputusan Penerimaan Beasiswa Kurang Mampu dengan Menggabungkan Metode AHP dan SAW Implementation of the Decision Support System for Underprivileged Scholarship Acceptance by Co,” J. Sist. dan Teknol. Inf. Indones., vol. 8, no. 1, pp. 36–46, 2023, doi: https://doi.org/10.32528/justindo.v8i1.202.

S. R. Andani and S. Wibowo, “Sistem Pendukung Keputusan Dalam Menentukan Penerima Beasiswa Dengan Fuzzy Sugeno,” Open J. Unimal, vol. 10, no. 1, pp. 63–79, 2018, doi: https://doi.org/10.29103/techsi.v10i1.580.

A. Dylan and A. Bari, “Kajian Keputusan Pemberian Beasiswa Dengan Menggunakan Metode Simple Additive,” J. Tek. Sipil, vol. 1, no. 1, pp. 26–35, 2023.

M. P. T. Seran, Y. Malelak, and G. R. Iriane, “Sistem Pendukung Keputusan Pemberian Kartu Indonesia Pintar Berdasarkan Kriteria Kesejahtraan Keluarga dengan Menggunakan Metode Simple Additive Weighting,” InFact Sains dan Komput., vol. 7, no. 3, pp. 10–14, 2023.

C. Kemal and D. Fahreza, “Sistem Pendukung Keputusan Pemberian Beasiswa Menggunakan Metode Simple Additive,” J. Kendali Tek. dan Sains, vol. 1, no. 1, pp. 25–34, 2023.

J. Kuswanto, “BULLETIN OF COMPUTER SCIENCE RESEARCH Implementasi Metode Simple Additive Weighting Untuk Seleksi Penerimaan Beasiswa,” Bull. Comput. Sci. Res., vol. 3, no. 2, pp. 203–207, 2023, doi: 10.47065/bulletincsr.v3i2.230.

P. D. Syahfitri, H. Saputra, and W. M. Kifti, “Sistem Pendukung Keputusan Penentuan Penerima Beasiswa Baznas Kabupaten Asahan Dengan Metode SAW,” JUTSI J. Teknol. dan Sist. Inf., vol. 3, no. 2, pp. 97–106, 2023, doi: https://doi.org/10.33330/jutsi.v3i2.2249.

R. Musfikar, D. Maulida, and Hazrullah, “Implementasi Algoritma Simple Additive Weighting dalam pemilihan penerima Beasiswa di UIN Ar-Raniry,” J. Manaj. Inform., vol. 13, no. 1, pp. 52–61, 2023, doi: 10.34010/jamika.v13i1.8837.

M. R. Ramadhan, M. K. Nizam, and Mesran, “Penerapan Metode SAW ( Simple Additive Weighting ) Dalam Pemilihan Siswa-Siswi Berprestasi Pada Sekolah SMK Swasta Mustafa,” TIN Terap. Inform. Nusant., vol. 1, no. 9, pp. 459–471, 2021.

R. Fauzan, Y. Indrasary, and N. Muthia, “Sistem Pendukung Keputusan Penerimaan Beasiswa Bidik Misi di POLIBAN dengan Metode SAW Berbasis Web,” J. Online Inform., vol. 2, no. 2, p. 79, 2018, doi: 10.15575/join.v2i2.101.

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Published

2023-06-30

How to Cite

Sundari Retno Andani, & Sumarlin, S. (2023). Foundation Scholars Decision Support System with Simple Additive Weighting. JOMLAI: Journal of Machine Learning and Artificial Intelligence, 2(2), 83–88. https://doi.org/10.55123/jomlai.v2i2.2067

Issue

Vol. 2 No. 2 (2023): June

Section

Articles

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Copyright (c) 2023 Sundari Retno Andani, Sumarlin Sumarlin

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