Decision support system for selecting outstanding students using simple addictive weighting (SAW) and rank order centroid (ROC) methods
Article Sidebar
Main Article Content
Abstract
Selecting outstanding students is essential in fostering appreciation and motivation within the school environment. Nevertheless, many educational institutions continue to use manual assessment methods, which are often subjective and inefficient. This research focuses on the development of a web-based decision support system designed to assist in the selection process at a in Indonesia. The system integrates the Simple Additive Weighting (SAW) technique to generate student rankings based on preference scores, while the Rank Order Centroid (ROC) method is applied to assign weight values to the evaluation criteria, including academic performance, attendance, behavior, and extracurricular involvement. Data for this study were collected through interviews, direct observation, and student records. The application was developed using PHP for the backend, MySQL for database handling, and Bootstrap for the user interface design. The system’s functionality was verified using black box testing, which confirmed that all features operated correctly. Additionally, the system was evaluated against the manual selection process conducted by the school, and the results showed an accuracy level of 80% in matching student rankings. This system proves to be a practical and structured solution for enhancing the transparency and objectivity of student achievement evaluations.
Downloads
Article Details
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
References
L. Asri, R. M. Sari, and B. Fachri, “Sistem Pendukung Keputusan Pemilihan Siswa Berprestasi Menggunakan Metode Simple Additive Weighting (SAW) Berbasis Web pada SMK Negeri 13 Medan,” J. Minfo Polgan, vol. 13, no. 1, 2024, doi: 10.33395/jmp.v13i1.14018.
H. A. Aziz, A. D. S. Novaldi, and C. Budihartanti, “Application of the Simple Additive Weighting (SAW) & Rank Order Centroid (ROC) Methods in the Selection of Outstanding Students at SMK Al-Huda Sadananya,” J. Inf. Syst. Informatics Comput., vol. 7, no. 1, p. 1, Jun. 2023, doi: 10.52362/jisicom.v7i1.1073.
M. H. Bahruddin, B. D. Saputra, and E. Handoyo, “Sistem Pendukung Pengambil Keputusan Penerima Beasiswa LAZISMU dengan Metode MAUT,” J. Inform. Polinema, vol. 10, no. 1, pp. 125–132, 2023, doi: 10.33795/jip.v10i1.1543.
T. Susilowati and W. Andewi, “DECISION SUPPORT SYSTEM TO DETERMINE SCHOLARSHIP RECIPIENTS AT SMAN 1 BANGUNREJO USING SAW METHOD.” www.stmikpringsewu.ac.id
R. Zubaedah and H. Prasetyo, “Decision Support System for High School Entrance Selection,” Brill. Res. Artif. Intell., vol. 2, no. 2, pp. 71–74, Jun. 2022, doi: 10.47709/brilliance.v2i2.1566.
M. A. Bianto, “Perancangan Sistem Klasifikasi Penyakit Jantung Mengunakan Naïve Bayes Designing a Heart Disease Classification System Using Naïve Bayes,” Citec J., vol. 6, no. 1, 2019.
D. Ramadaniah, K. S. Nurjannah, M. R. Romahdoni, and J. Andrew, “Development of Decision Support System Application for Admission of New Students and Determination of Major Using Simple Additive Weighting (Saw),” Asia Inf. Syst. J., vol. 1, no. 2, pp. 42–49, 2023, doi: 10.24042/aisj.v1i2.15766.
H. Sibyan, “Implementasi Metode SMART pada Sistem Pendukung Keputusan Penerima Beasiswa Sekolah,” J. Penelit. dan Pengabdi. Kpd. Masy. UNSIQ, vol. 7, no. 1, pp. 78–83, 2020.
I. G. I. Sudipa, “Decision Support System Dengan Metode Ahp, Saw Dan Roc Untuk Penentuan Pemberian Beasiswa (Studi Kasus : Stmik Stikom Indonesia),” J. Teknol. Inf. dan Komput., vol. 4, no. 1, 2018, doi: 10.36002/jutik.v4i1.391.
P. Bidang, K. Sains, P. Informatika, S. A. Aklani, and K. Jonatan, “Analysis of Decision Support System for Selecting Major at Batam International University with SAW Method,” J. Edik Inform., vol. 11, no. 1, 2024, doi: 10.22202/ei.2024.v11i1.8868.
H. Destiana, Y. Handrianto, A. Sudrajat, and K. Nurseha, “Metode Simple Additive Weighting (SAW) Saat Mengevaluasi Kinerja Karyawan pada PT. Hijrah Insan Karima,” J. Infortech, vol. 4, no. 2, pp. 169–178, 2022, [Online]. Available: http://ejournal.bsi.ac.id/ejurnal/index.php/infortech
M. Yanti, “Decision Support Systems the Selection of Outstanding Students Using Simple Additive Weighting (SAW) and Weighted Product (WP) Methods,” Bit-Tech, vol. 3, no. 1, 2021.
N. Salsabilla and H. F. Siregar, “Sistem Pendukung Keputusan Pemilihan Anggota HIMPROSI Menggunakan Metode Simple Additive Weighting,” Sist. Pendukung Keputusan dengan Apl., vol. 3, no. 1, pp. 13–24, Mar. 2024, doi: 10.55537/spk.v3i1.752.
Rusidah, Risdianti, and J. K. Susanto, “Selecting Favourite Majors at Sari Mulia University Using SAW Method,” Int. J. Artif. Intell., vol. 10, no. 1, pp. 1–8, Jun. 2023, doi: 10.36079/lamintang.ijai-01001.482.
A. Siregar, R. Mungkur, R. Andrianto, and A. Siregar, “Analisis dan Perancangan Sistem Informasi Manajemen Pendaftaran Siswa / I Baru di MAN 1 Nagasaribu,” vol. 7, pp. 16137–16144, 2023.
A. Setyawan, F. Y. Arini, and I. Akhlis, “Comparative Analysis of Simple Additive Weighting Method and Weighted Product Method to New Employee Recruitment Decision Support System (DSS) at PT. Warta Media Nusantara,” Sci. J. Informatics, vol. 4, no. 1, 2017.
D. Atnantomi and A. Salim, “The Use of Assessment Application Based on Decision Support System (DSS) for Identification and Assessment of Children with Special Needs,” Eur. J. Spec. Educ. Res., 2016, doi: 10.5281/zenodo.166042.