Sistem Pendukung Keputusan Rekomendasi Organisasi Untuk Mahasiswa di Universitas Bina Darma Menggunakan Metode Simple Additive Weighting (SAW)

M. Denny Tri Lisandi; M. Soekarno Putra; Syahril Rizal; Wydyanto Wydyanto

doi:10.55606/jitek.v5i3.8361

Authors

M. Denny Tri Lisandi Universitas Bina Darma
M. Soekarno Putra Universitas Bina Darma https://orcid.org/0000-0003-3127-4197
Syahril Rizal Universitas Bina Darma
Wydyanto Wydyanto Universitas Bina Darma

DOI:

https://doi.org/10.55606/jitek.v5i3.8361

Keywords:

decision Support System, simple additive weighting, feature driven development, laravel, website

Abstract

This research was conducted to develop a web-based Decision Support System (DSS) to provide student organization recommendations at Universitas Bina Darma. The Simple Additive Weighting (SAW) method was used to evaluate compatibility based on students’ interests, talents, and preferences. The K-Nearest Neighbor (KNN) algorithm was applied to classify the SAW score results in order to determine the final recommendation. In line with its domain, the system was developed using an Agile Feature-Driven Development (FDD) approach in a gradual and iterative manner, utilizing the Laravel 12 framework. The research results showed that the system was capable of accurately recommending Student Activity Units (UKM) for first- to fourthsemester students. The recommendation process was carried out by combining the SAW method to obtain the top three UKM and the KNN algorithm for final classification when students chose to participate in only one UKM that best matched their historical answer patterns.

References

[1] F. W. Prana and A. T. Hidayat, “Sistem Pendukung Keputusan Pada Pengelolaan Aset Menggunakan Metode SAW,” Jurnal Janitra Informatika dan Sistem Informasi, vol. 2, no. 1, pp. 1–8, Apr. 2022, doi: 10.25008/janitra.v2i1.141.

[2] Universitas Bina Darma, “Sejarah Universitas Bina Darma.” Accessed: Mar. 13, 2025. [Online]. Available: https://www.binadarma.ac.id/

[3] W. Prasetyo, E. Heni Hermaliani, R. L. Hasanah, and C. Author, “Sistem Pendukung Keputusan Pemilihan Karyawan Terbaik Dengan Metode AHP Pada PT Telkom Witel Kalbar,” 2023. [Online]. Available: http://jurnal.bsi.ac.id/index.php/co-science

[4] M. A. Abdullah, I. Fitri, and N. D. Nathasia, “Sistem Pendukung Keputusan untuk Menentukan Hasil Bisnis Pujasera Terbaik dimasa Pandemi Covid 19 dengan Metode Fuzzy Tahani dan Simple Additive Weighting (SAW) berbasis Website (Studi Kasus: Pujasera Hangout Salihara),” Jurnal Teknologi Informasi dan Komunikasi), vol. 5, no. 1, p. 2021, 2021, doi: 10.35870/jti.

[5] A. Valerian Romero and R. Fahrudin, “MEMBANGUN MARKETPLACE UNTUK PENJUALAN PRODUK KREATIF MAHASISWA BERBASIS MOBILE MENGGUNAKAN METODE FDD,” 2023.

[6] M. R. Fajar and E. K. Suni, “Sistem Pendukung Keputusan Karyawan Teladan Menggunakan Algoritma SAW Pada PT Semesta Citra Media,” JURNAL INFORMATIKA, vol. 8, no. 2, 2021, [Online]. Available: http://ejournal.bsi.ac.id/ejurnal/index.php/ji

[7] Y. Reswan, R. Toyib, H. Witriyono, and A. Anggraini, “Klasifikasi Tingkat Kematangan Buah Nanas Berdasarkan Fitur Warna Menggunakan Metode K-Nearest Neighbor (KNN),” Jurnal Media Infotama, vol. 20, no. 1, 2024.

[8] T. O. Adeyemi and N. F. AlOtaibi, “Designing a Feedback-Driven Decision Support System for Dynamic Student Intervention,” Aug. 2025, [Online]. Available: http://arxiv.org/abs/2508.07107

[9] Andoyo Andreas et al., Sistem Pendukung Keputusan konsep,Implementasi & Pengembangan. 2021.

[10] M. R. Naufal, M. Rifqi Maulana, and M. K. Aly, “Terbit online pada laman web jurnal: https://ejurnalunsam.id/index.php/jicom/ Sistem Pendukung Keputusan dalam Pemilihan Mobil LCGC dengan Metode ELECTRE Berbasis Website,” 2022, [Online]. Available: https://ejurnalunsam.id/index.php/jicom/

[11] S. Liang and M. R. Muhtarom, “Computer Based Information System Journal SISTEM PENDUKUNG KEPUTUSAN PENENTUAN PENILAIAN SISWA DENGAN METODE SAW (SIMPLE ADDITIVE WEIGHTING),” CBIS JOURNAL, vol. 09, no. 01, 2021, [Online]. Available: http://ejournal.upbatam.ac.id/index.php/cbishttp://ejournal.upbatam.ac.id/index.php/cbis

[12] A. Fergina, A. Sukandar, R. N. Salsabila, and A. I. Wulandari, “Decision Support System for Assessing Teacher Performance Using the Simple Additive Weighting (SAW) Method at SMK XYZ,” in The 7th International Global Conference Series on ICT Integration in Technical Education & Smart Society, Basel Switzerland: MDPI, Sep. 2025, p. 75. doi: 10.3390/engproc2025107075.

[13] Indriyanto Jatmiko, Algoritma K-Nearest Neighbor untuk Prediksi Nasabah Asuransi. 2021.

[14] D. R, D. Padmaja, M. M, and A. K, “Higher Education Recommendation Using KNNAlgorithm,” IJARCCE, vol. 12, no. 4, Apr. 2023, doi: 10.17148/ijarcce.2023.124143.

[15] Nurrahman Agung, Menghadiran Pemerintah dalam Realitas Virtual. 2021.

[16] Ramdoni Mirza Muhammad, Implementasi Framework Laravel Pada Pengembangan Sistem Konsultasi Dokter Berbasis Web. 2023, 2023.

[17] Renaldi Satria Bagas, Pengembangan Website Absensi Mahasiswa Magang Menggunakan Metode Prototype Pada PT Pertamina (PERSERO) Refinery Unit III Plaju. 2024, 2024.

[18] A. W. Pramudita and R. Somya, “Adriansa Wahyu Pramudita Sistem Filtering Data Mahasiswa Sistem Filtering Data Mahasiswa Menggunakan Framework Laravel dan Library Laravel Excel,” 2021.

[19] G. Putu Mahendra Putra, A. Tenriawaru, P. Studi Ilmu Komputer, F. Matematika dan Ilmu Pengetahuan Alam, and U. Halu Oleo, “Rancang Bangun Virtual Assistant Chatbot Menggunakan Node.Js pada Layanan Sistem Informasi Akademik,” 2023.

[20] S. W. Ramdany, S. Aulia Kaidar, B. Aguchino, C. Amelia, A. Putri, and R. Anggie, “Penerapan UML Class Diagram dalam Perancangan Sistem Informasi Perpustakaan Berbasis Web,” 2024.

[21] H. Pratama and M. H. Dewantoro, “Penerapan Teori Multiple Intelligences Howard Gardner Dalam Pembelajaran Pendidikan Agama Islam,” no. 12, 2022.

[22] N. D. R. H. Fikriyani Nurul Devi, “Pemilihan Karir Berdasarkan Kepribadian Pada Siswa,” 2020.

[23] A. T. Wulandari, A. Wirasto, and K. Nisa, “Seminar Nasional Penelitian dan Pengabdian Kepada Masyarakat (SNPPKM) Purwokerto, Indonesia,” 2023.

[24] A. Akbar, E. Suswaini, A. Uperiati, M. Raja, and A. Haji, “PENERAPAN METODE FEATURE-DRIVEN DEVELOPMENT (FDD) PADA PENGEMBANGAN SISTEM INFORMASI BENCANA ALAM KABUPATEN BINTAN,” 2022.