Comparison of Simple Additive Weighting and Profile Matching Methods in Scholarship Recipient Selection
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Abstract
Private Universities organize scholarship programs that are given to prospective scholarship recipients with the aim of being able to help reduce the cost of education. So it is necessary to make the correct and targeted selection. However, the selection of scholarship recipients is still done manually. This can be done with accurate analysis. This study aims to determine the best algorithm of the two methods compared, namely Simple Additive Weighting and Profile Matching. The assessment criteria used consisted of parents' income, home owner status, parents' home condition, number of dependents and parental status. The results of the study using the Profile Matching method produced an accuracy of 100% while the Simple Additive Weighting method produced an accuracy of 96%.
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[2] E. Putra, S. Hidayatuloh, PT Nguyen, K. Sasmita, and MC Wibowo, "Decision Support System for Proposing Scholarship Recipients to Best Students using SAW," int. J. Control Auto., no. January, 2020.
[3] T. Noviyanti, "Decision Support System In Accepting Ppa Scholarships Using Analytic Hierarchy Process (Ahp) Method (Case Study: Universitas Gunadarma)," J. Ilm. Technol. and Engineering, vol. 24, p. 35–45, 2019.
[4] P. Hasan, E. Utami, S. Yunita, E. Pawan, and Kaharuddin, "Selection of Scholarship Acceptance Using AHP and TOPSIS Methods," int. conf. inf. comm. Technol., matter. 920–925, 2019.
[5] Oktaviani, A. Triayudi, and ID Solihati, “Comparison of Weighted Product Method and Simple Additive Weighting in Scholarship Recipient Selection,” J. Mantik, vol. 3, no. 4, p. 337–347, 2020.
[6] MD Sena, D. Maharani, and M. Informatika, “Decision Support System Determination Of The Scholarship By The Method Of Profile Matching In The Eif2c Study Course The Range Of Web-Based,” int. conf. soc. science. inf. Technol., vol. 4509, p. 291–296, 2020.
[7] A. Setiyowati, L. Ayu Ramadhani, and M. Khoirul Amin, "Decision Support System Determining Underprivileged Scholarship Recipients Using Profile Matching Method," J. Inform. UPGRIS, vol. 5, no. 1, p. 1–5, 2019.
[8] Kusumadewi, Decision Population System using Simple Additive Weighting. Yogyakarta, 2016.
[9] V. Apriana, "Application Of Profile Matching To Determine The Provision Of Scholarships To High School Students," J. Mantik Penusa, vol. 3, no. 1, p. 15–21, 2019.
[10] SR Astari, R. Umar, and Sunardi, "Comparison of Profile Matching Method with SMART Method for Laboratory Assistant Selection," J. RESTI (System Engineering and Information Technology), no. 12, 2020.
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