Selecting the Best Students Using the Simple Additive Weighting Method Decision Support System
DOI:
https://doi.org/10.33050/icit.v12i02.3605Keywords:
Decision Support System, Simple Additive Weighting, Best Student Selection, Ranking System, Islamic Boarding SchoolAbstract
Selecting the best student is one form of appreciation implemented by An-Nawa Islamic Boarding School in Serang Regency to encourage students' motivation, achievement, and discipline. The current selection process is conducted manually, which may lead to subjectivity and inconsistencies in decision-making. This study aims to design and implement a Decision Support System (DSS) using the Simple Additive Weighting (SAW) method to assist in determining the best student objectively, transparently, and systematically. The research employed a quantitative approach using five evaluation criteria: moral character, participation in learning activities, academic performance, attendance, and responsibility. The data consisted of 30 students evaluated based on these criteria. The SAW method was applied through the stages of decision matrix construction, normalization, weighting, and preference value calculation to generate a ranking of alternatives. The results indicate that the SAW method can provide an objective and effective selection process. Alternative A28 (Mashadi) achieved the highest preference value of 1.00 and ranked first, followed by A6 (Retno Safitri) with a score of 0.97 and A19 (Hoirun Saban) with a score of 0.91. The implemented system assists school administrators in accelerating the selection process, reducing assessment subjectivity, and producing more accurate and accountable decisions. Therefore, the SAW method is proven to be effective for application in a decision support system for selecting the best student.
Downloads
References
S. R. Novianto and I. H. Al Amin, “Implementasi Metode Simple Additive Weighting (SAW) Dalam Sistem Pendukung Keputusan Karyawan Teladan,” J. Elektron. DAN Komput., vol. 16, no. 1, pp. 172–181, 2023, [Online]. Available: https://journal.stekom.ac.id/index.php/elkom■page172
P. Y. C. Banamtuan, A. Pasaribu, and Y. Ari, “Jurnal Sistem Informasi Dan Teknologi (SINTEK) Sistem Pendukung Keputusan Penerimaan Beasiswa Dengan Metode Simple Additive Weighting (Saw),” J. Sist. Inf. Dan Teknol., vol. 4, no. 1, pp. 13–18, 2024, [Online]. Available: https://www.sintek.stmikku.ac.id/index.php/home/article/view/64
M. Lahagu, J. Fernando, and S. P. Sipayung, “Sistem Pendukung Keputusan Penilaian Kinerja Guru Menggunakan Metode Simple Additive Weighting (SAW),” KAKIFIKOM (Kumpulan Artik. Karya Ilm. Fak. Ilmu Komputer), vol. 6, no. 1, pp. 31–36, 2024.
Z. Muttaqin, D. Handayani, and G. Triyono, “Penerapan Metode Simple Additive Weighting (SAW) Dalam Pemilihan Supplier Terbaik Pada Industri Manufaktur,” Teknika, vol. 13, no. 3, pp. 418–427, Oct. 2024, doi: 10.34148/teknika.v13i3.1024.
S. I. Luthfiyah, R. Candra, N. Santi, J. L. Trilomba, J. No, and S. 50241, “SISTEM PENDUKUNG KEPUTUSAN (SPK) PENENTUAN ALGORITMA DAN METODE PENELITIAN DENGAN METODE SIMPLE ADDITIVE WEIGHTING (SAW),” 2022. [Online]. Available: http://e-journal.stmiklombok.ac.id/index.php/jireISSN.2620-6900
R. W. Astuti and A. Rohman, “Sistem Pendukung Keputusan Dalam Menentukan Karyawan Terbaik Dengan Menggunakan Metode Simple Additive Weighting (SAW),” Technomedia J., vol. 9, no. 1, pp. 105–116, Jun. 2024, doi: 10.33050/tmj.v9i1.2210.
A. A. Syanzani, N. Azrina, and V. Fitriani, “Penerapan Metode Simple Additive Weighting (SAW) Pada Sistem Pendukung Keputusan Pemilihan Jurusan di SMA,” J. Sist. Inf., vol. 13, no. 1, pp. 34–45, Feb. 2024, doi: 10.51998/jsi.v13i1.553.
A. M. Witanto, E. Santoso, and S. Suprapto, “Sistem Pendukung Keputusan Menentukan Siswa Berprestasi menggunakan Metode Weighted Product dan Simple Additive Weighting (Studi Kasus : SMPN 2 Bululawang Kabupaten Malang),” 2020. [Online]. Available: http://j-ptiik.ub.ac.id
D. Cahyati et al., “Perbandingan Metode SAW Dan WP pada Sistem Pendukung Keputusan Pemilihan Kegiatan Ekstrakulikuler,” 2021.
S. Melati and G. Triyono, “PEMODELAN SISTEM PENDUKUNG KEPUTUSAN PENENTUAN SISWA TERBAIK MENGGUNAKAN METODE SIMPLE ADDICTIVE WEIGHTING (SAW),” IDEALIS Indones. J. Inf. Syst., vol. 3, no. 2, pp. 574–580, Jul. 2020, doi: 10.36080/idealis.v3i2.2748.
A. Sholihat and D. Gustian, “SISTEM PENDUKUNG KEPUTUSAN PEMILIHAN SISWA BERPRESTASI DENGAN METODE SIMPLE ADDITIVE WEIGHTING (SAW) (STUDI KASUS : SMK DWI WARNA SUKABUMI),” 2021.
A. F. Dwi Riyono, D. Cahyono, L. P. Sumirat, and L. Syahadiyanti, “Penerapan Metode Simple Additive Weighting Untuk Pemilihan Ketua OSIS di SMAN 2 Muara Badak,” J. Teknol. Dan Sist. Inf. Bisnis, vol. 6, no. 3, pp. 556–561, 2024, doi: 10.47233/jteksis.v6i3.1429.
U. Surapati and P. P. Nurkholif, “Penerapan Metode Simple Additive Weighting Dalam Sistem Pendukung Keputusan Pemilihan Pelajar Terbaik Pada Smp Negeri 2 Babelan,” J. Sains dan Teknol., vol. 5, no. 3, pp. 1003–1009, 2024.
I. A. Setyani and Y. R. Sipayung, “Sistem Pendukung Keputusan Menentukan Siswa Berprestasi dengan Metode SAW (Simple Addtive Weighting),” J. Sist. Komput. dan Inform., vol. 4, no. 4, p. 632, 2023, doi: 10.30865/json.v4i4.6179.
A. Afrizal, S. Fernandez, and A. Wijaya, “New Student Admission Decision Support System with Simple Additive Weighting (SAW) Method,” J. Media Comput. Sci., vol. 1, no. 1, pp. 74–81, Jan. 2022, doi: 10.37676/jmcs.v1i1.1954.
Y. Yunus and J. Karim, “Penerapan Metode Simple Additive Weighting Pada Sistem Pendukung Keputusan Penentuan Siswa Bermasalah Pada SMA Negeri 1 Kabila,” JSAI (Journal Sci. Appl. Informatics), vol. 5, no. 2, pp. 132–136, Jun. 2022, doi: 10.36085/jsai.v5i2.3418.
D. Niska, D. Febrian, K. Hasibuan, and A. Masnauli, “Decision Support System for Determining Graduate Profiles for Students Using the Simple Additive Weighting Method,” in Proceedings of the 4th International Conference on Innovation in Education, Science and Culture, ICIESC 2022, 11 October 2022, Medan, Indonesia, EAI, 2022. doi: 10.4108/eai.11-10-2022.2325272.
Y. Septiana, F. Nuraeni, and K. Anisa, “Decision Support System for The Program Indonesia Pintar Scholarship Using Simple Additive Weighting Method,” Sinkron, vol. 7, no. 4, pp. 2311–2316, Oct. 2022, doi: 10.33395/sinkron.v7i4.11786.
R. A. Pangemanan and E. Seniwati, “Penerapan Metode Simple Additive Weighting Untuk Menentukan Siswa Penerima Bantuan Dana SMK PL Leonardo Klaten,” Intechno J. (Information Technol. Journal), vol. 5, no. 2, Dec. 2023, doi: 10.24076/intechnojournal.2023v5i2.572.
I. Ismayadi, A. A. Samudra, and S. Junaidi, “Sistem Pendukung Keputusan Pemilihan Siswa Berprestasi Menggunakan Metode Simple Additive Weighting (SAW) Di SMA Negeri 1 Siberut Selatan,” J. Inform. Kaputama, vol. 6, no. 2, pp. 137–149, Jul. 2022, doi: 10.59697/jik.v6i2.112.
N. Kamilah, M. A. Nurachman, and D. Primasari, “Sistem Pendukung Keputusan Dalam Menentukan Siswa Berprestasi Menggunakan Metode Simple Additive Weighting (Studi Kasus: MA Sahid),” J. Process., vol. 19, no. 2, Oct. 2024, doi: 10.33998/processor.2024.19.2.1864.
P. Mardhiah, M. Pratiwi, D. Akhiyar, and U. I. Arsyah, “DECISION SUPPORT SYSTEM FOR SCHOLARSHIP RECIPIENT SELECTION USING THE SIMPLE ADDITIVE WEIGHTING (SAW) METHOD,” J. Sains Inform. Terap., vol. 3, no. 2, pp. 158–163, Jun. 2024, doi: 10.62357/jsit.v3i2.380.
S. R. Andani and Sumarlin, “Sistem Pendukung Keputusan Penerima Beasiswa Yayasan dengan Simple Additive Weighting,” J. Mach. Learn. Artif. Intell., vol. 2, no. 2, pp. 83–88, 2023, doi: 10.55123/jomlai.v2i2.2067.
K. M. Sukiakhy, C. V. Rajiatul Jummi, and A. Rini Utami, “Implementasi Metode SAW Dalam Sistem Pendukung Keputusan Pemilihan Karyawan Terbaik Pada PT. Cindyani Tiwi Lestari,” SIMKOM, vol. 7, no. 1, pp. 13–22, Jan. 2022, doi: 10.51717/simkom.v7i1.62.
S. Agustinus Pasaribu et al., “KOMPARASI METODE SIMPLE ADDITIVE WEIGHTING DAN METODE WEIGHTED PRODUCT WEB BASED UNTUK MENENTUKAN SISWA BERPRESTASI,” 2022.
