Decision Support System For Determining The Major Of New Students At SMKS Sunan Drajat Sugio Using The Method SAW (Simple Additive Weighting)

Authors

  • Riska Dwi Elida Yahyatul Rohma Universitas Islam Lamongan
  • M. Ghofar Rohman Universitas Islam Lamongan
  • M. Rosidi Zamroni Universitas Islam Lamongan

DOI:

https://doi.org/10.29407/gj.v10i1.26553

Keywords:

Major Selection, Decision Support System, Simple Additive Weighting (SAW), , vocational school, accuracy

Abstract

Determining majors for new students at vocational schools is an important process that can affect student achievement and future prospects. However, this process is often still carried out manually and is not very objective, which can potentially lead to a mismatch between the chosen major and the potential and interests of the students. Therefore, a system is needed that can help schools determine majors more accurately, efficiently, and based on data. This study aims to design a Decision Support System (DSS) for determining the majors of new students at SMKS Sunan Drajat Sugio using the Simple Additive Weighting (SAW) method. The SAW method was chosen because of the ease of calculation and its ability to process multi-criteria data to produce systematic decisions. The criteria used in this system include report card averages, basic competency test results, and student interests. This system is web-based with a user-friendly interface. Testing was conducted using 65 new student data for the 2024/2025 academic year by comparing the system's calculation results with manual calculations using the SAW method that had been validated by the school. The test results showed a 100.0% match between the system results and manual calculations, indicating that the system is capable of implementing the SAW method accurately and consistently. Thus, the developed system can be used as a tool to assist

Abstract views: 0 , PDF downloads: 0

References

[1] Widyassari, A. P., “APLIKASI SISTEM PENDUKUNG KEPUTUSAN PENENTUAN JURUSAN MENGGUNAKAN METODE SIMPLE ADDITIVE WEIGHTING (SAW),” intech, vol. 6, pp. 1–13, Mei 2024, doi: 10.46772/intech.v6i1.1402.

[2] I. D. Rizqi, R. Wardhani, and M. R. Zamroni, “Implementasi Algoritma Naive Bayes pada Sistem Pendukung Keputusan Rekomendasi Wisata di Lamongan,” vol. 3, pp. 15–22, 2024, doi: 10.29407/stains.v3i1.4078.

[3] A. S. Budi and A. G. Susilowati, “SISTEM PENDUKUNG KEPUTUSAN PENERIMAAN BEASISWA MENGGUNAKAN METODE MULTINOMIAL NAIVE BAYES,” JARS, vol. 1, no. 01, pp. 13–19, Apr. 2023, doi: 10.24929/jars.v1i01.2447.

[4] A. P. Widyassari, “Implementasi Profile Matching Dengan Analisis Gap Sebagai Pendukung Keputusan Pemilihan Guru Terbaik,” vol. Vol.9 No.1, pp. 12–19, Jan. 2025, doi: 10.29407/gj.v9i1.23322.

[5] A. U. Kurnia, A. S. Budi, and P. H. Susilo, “SISTEM PENDUKUNG KEPUTUSAN PENERIMAAN BEASISWA MENGGUNAKAN METODE NAIVE BAYES,” JTI, vol. 5, no. 2, p. 397, Sep. 2020, doi: 10.30736/jti.v5i2.484.

[6] A. Rizaldi, A. Voutama, and S. Susilawati, “Sistem Pendukung Keputusan Menggunakan Certainty Factor Dalam Mendiagnosa Kategori Tingkat Demam Berdarah,” generation, vol. 5, no. 2, pp. 91–101, Jul. 2021, doi: 10.29407/gj.v5i2.16015.

[7] M. Juansen, S. Defit, and S. Sumijan, “Akurasi Penjurusan Bidang Keahlian Teknik Komputer dan Informatika Menggunakan Metode SAW,” JSisfotek, vol. 2, no. 3, pp. 77–83, Sep. 2020, doi: 10.37034/jsisfotek.v2i3.26.

[8] A. F. Octaviansyah Pasaribu, A. Surahman, A. T. Priandika, S. Sintaro, and Y. Tri Utami, “Sistem Pendukung Keputusan Seleksi Penerimaan Guru Menggunakan SAW,” jaiti, vol. 1, no. 1, pp. 13–19, Mar. 2023, doi: 10.58602/jaiti.v1i1.21.

[9] Y. Yulisman and R. Wahyuni, “Sistem Pendukung Keputusan Penentuan Bonus Karyawan Dengan Metode SAW Pada PT. Delima Makmur Aceh Singkil,” jtim, vol. 3, no. 2, pp. 78–90, Aug. 2021, doi: 10.35746/jtim.v3i2.154.

[10] R. S. Hidayatullah and S. Julaeha, “Perancangan Sistem Pendukung Keputusan Dalam Pendaftaran Dan Seleksi Calon Pemagang Dengan Metode SAW Berbasis Website Pada PT JIAEC Di Depok,” vol. 10, no. 2, pp. 127–134, 2021, doi: 10.55181/ijns.v10i2.1721.

[11] Y. Irawan, Herianto, and S. O. Simamora, “Sistem Pendukung Keputusan untuk Menentukan Kegiatan Ekstrakurikuler Berdasarkan Bakat dan Minat Menggunakan Metode SAW (Simple Additive Weighting),” jtim, vol. 1, no. 3, pp. 198–205, Nov. 2019, doi: 10.35746/jtim.v1i3.37.

[12] E. Ranisa, “SISTEM PENDUKUNG KEPUTUSAN PEMILIHAN JURUSAN DI SMA MUHAMMADIYAH 4 KOTA BENGKULU MENGGUNAKAN METODE SAW,” vol. 18, pp. 23–27, 2022, doi: 10.37676/jmi.v18i1.2130.

[13] L. Hernando, “Sistem Pendukung Keputusan untuk Penentuan Jurusan di Sekolah Menengah Kejuruan dengan Metode SAW,” JR, vol. 8, no. 01, pp. 47–54, Jun. 2024, doi: 10.36352/jr.v8i01.865.

[14] P. Rizki Prayogo and P. Hadi Susilo, “Sistem Pendukung Keputusan dalam Menentukan Kualitas Sarang Burung Walet Terbaik Menggunakan Metode Simple Additive Weighting (SAW),” Insearch, vol. 2, no. 02, pp. 83–89, Nov. 2022, doi: 10.15548/isrj.v2i02.4363.

[15] K. Arya Bayu Wirya Kesuma, I. N. Y. A. Wijaya, and I. G. J. E. Putra, “Implementasi Next.Js, Typescript, Dan Tailwind Css Untuk Pengembangan Aplikasi Frontend Sistem Inventory Perusahaan Apar (Studi Kasus: CV Indoka Surya Jaya),” jikom, vol. 14, no. 2, pp. 95–108, Oct. 2024, doi: 10.55794/jikom.v14i2.195.

Downloads

PlumX Metrics

Published

2026-01-26

How to Cite

Decision Support System For Determining The Major Of New Students At SMKS Sunan Drajat Sugio Using The Method SAW (Simple Additive Weighting). (2026). Generation Journal, 10(1), 12-26. https://doi.org/10.29407/gj.v10i1.26553

Similar Articles

1-10 of 82

You may also start an advanced similarity search for this article.