Implementation of Simple Additive Weighting and Profile Matching Methods to Determine Outstanding Students at Universitas Malikussaleh

Nurdin Nurdin, Rifzan Fikran, Sujacka Retno

Abstract


Decision support system (DSS) is a computer-based system used to support data analysis and decision modeling, with the aim of increasing the effectiveness of decisions taken. In this research, SPK is needed to determine Outstanding Students. Through this research, it is hoped that the selection process for outstanding students can be optimized by choosing the evaluation method that best suits the student's characteristics and institutional goals. The results of this research also have the potential to improve the quality of graduates by providing fairer and more objective awards to those who excel. The aim of this research is to design and implement the concept of the Simple Additive Weighting (SAW) and Profile Matching methods in a system for determining outstanding students at Universitas Malikussaleh and to find out the ranking results of the two methods (SAW and Profile Matching) in selecting outstanding students at Universitas Malikussaleh. The research methodology used was literature study, data collection, Simple Additive Weighting and Profile Matching calculations, application design, testing and evaluation. The results obtained from this research are the application of the SAW and Profile Matching methods to determine outstanding students resulting in preferences with the highest score of 1 for the SAW method and the highest score of 5 for the Profile Matching method. These two methods can be applied in selecting outstanding students to help decision making because both this method produces the same best alternative

Full Text:

PDF

References


J. Fitriana, E. F. Ripanti, and T. Tursina, “Sistem Pendukung Keputusan Pemilihan Mahasiswa Berprestasi dengan Metode Profile Matching,” J. Sist. dan Teknol. Inf., vol. 6, no. 4, p. 153, 2018, doi: 10.26418/justin.v6i4.27113.

E. R. Siagian, “Implementasi Metode Profile Matching untuk Penentuan Mahasiswa Berprestasi,” MEANS (Media Inf. Anal. dan Sist., vol. 5, no. 1, pp. 61–66, 2020, doi: 10.54367/means.v5i1.752.

R. Tjut Adek, H. A. K. Aidilof, and A. I. Nasution, “Sistem Pendukung Keputusan Penerimaan Beasiswa Peningkatan Prestasi Akademik Menggunakan Metode Preference Selection Index,” J. Teknoinfo, vol. 16, no. 2, p. 198, 2022, doi: 10.33365/jti.v16i2.1802.

A. Voutama, “Sistem Antrian Cucian Mobil Berbasis Website Menggunakan Konsep CRM dan Penerapan UML,” Komputika J. Sist. Komput., vol. 11, no. 1, pp. 102–111, 2022, doi: 10.34010/komputika.v11i1.4677.

J. Sundari, K. Kunci-SAW, P. Matching, and R. Tinggal, “Perbandingan Metode SAW dan Profile Matching Pada Pemilihan Rumah Tinggal Studi Kasus: Perumahan Depok Comparison of SAW and Profile Matching Methods for Home Selection Case Study: Depok Housing,” Intensif, vol. 2, no. 2, pp. 2549–6824, 2018.

S. Retno and N. Hasdyna, “Purity & Profile Matching Approach To Determine the Government Aid Recipient in Aceh Utara ,” vol. 10, no. 4, pp. 83–90, 2022.

C. P. Yanti, P. P. S. Awantari, I. G. I. Sudipa, and N. L. W. S. R. Ginantra, “Komparasi Metode Simple Additive Weighting dan Profile Matching dalam Penentuan Pemberian Beasiswa di SMA Negeri 1 Abiansemal,” JURIKOM (Jurnal Ris. Komputer), vol. 8, no. 6, p. 300, 2021, doi: 10.30865/jurikom.v8i6.3684.

F. Handayani, “Comparison of Simple Additive Weighting and Profile Matching Methods in Scholarship Recipient Selection,” J. Mantik, vol. 5, no. 3, pp. 1543–1549, 2021.

Nurdin, F. Fahrozi, M. Ula, and Muthmainah, “Decision Support System for Appropriate Soil Type for Food Plant using SMARTER and SAW Method,” Inform. Pertan., vol. 29, no. 2, pp. 83–88, 2020.

I. Naufal and N. Nurdin, “Sistem Pendukung Keputusan Penentuan Penyakit Pada Tanaman Terong Menggunakan Metode Simple Additive Weighting,” TECHSI - J. Tek. Inform., vol. 12, no. 1, p. 123, 2020, doi: 10.29103/techsi.v12i1.2379.

M. Nur, N. Nurdin, and A. V. Ulva., “SISTEM PENDUKUNG KEPUTUSAN PENENTUAN PENERIMA KIP-KULIAH MENGGUNAKAN METODE SMART,” 1945.

R. D. Rasyada, Nurdin, and Fajriana, “Penerapan Metode Profile Matching Analysis pada Sistem Pendukung Keputusan untuk Rekomendasi Program Studi Application of the Profile Matching Analysis Method in Decision,” vol. 13, pp. 83–95, 2024.

D. Herawatie and E. Wuryanto, “Sistem Pendukung Keputusan Pemilihan Mahasiswa Berprestasi dengan Metode Fuzzy TOPSIS,” J. Inf. Syst. Eng. Bus. Intell., vol. 3, no. 2, p. 92, 2017, doi: 10.20473/jisebi.3.2.92-100.

A. Halawa, M. S. Malango, and M. Syahrizal, “Implementasi Metode MOORA Dalam Pemilihan Mahasiswa Berprestasi Dimasa Pandemi Covid-19,” J. Informatics, Electr. Electron. Eng., vol. 3, no. 1, pp. 181–189, 2023, doi: 10.47065/jieee.v3i1.1608.

D. Aipina and H. Witriyono, “Pemanfaatan Framework Laravel Dan Framework Bootstrap Pada Pembangunan Aplikasi Penjualan Hijab Berbasis Web,” J. Media Infotama, vol. 18, no. 1, pp. 36–42, 2022.

R. Dasmita, “Sistem Penunjang Keputusan Berbasis Aplikasi Java Pada Proses Produksi Pembibitan Benih Ikan Air Tawar di Desa Talang Kemulun,” J. Teknoif Tek. Inform. Inst. Teknol. Padang, vol. 10, no. 1, pp. 9–16, 2022, doi: 10.21063/jtif.2022.v10.1.9-16.

W. Parubang and R. Rosmiati, “Rancang Bangun Sistem Pengolahan Data Gereja Toraja Jemaat Situru Rante Damai Berbasis Client Server,” D’computare J. Ilm. Teknol. Inf. dan Ilmu Komput., vol. 11, no. 2, pp. 38–43, 2021, doi: 10.30605/dcomputare.v11i2.18.

M. Qamal, I. Sahputra, N. Nurdin, M. Maryana, and M. Mukarramah, “Sistem Pendukung Keputusan Penentuan Penerimaan Bantuan PKH Menggunakan Metode Naïve Bayes,” TECHSI - J. Tek. Inform., vol. 14, no. 1, pp. 21, 2023, doi: 10.29103/techsi.v14i1.6960.

N. Nurdin, M. Suhendri, Y. Afrilia, and R. Rizal, “Klasifikasi Karya Ilmiah (Tugas Akhir) Mahasiswa Menggunakan Metode Naive Bayes Classifier (NBC),” Sistemasi, vol. 10, no. 2, p. 268, 2021, doi: 10.32520/stmsi.v10i2.1193.

N. Nurdin, U. M. Putri Nasution, H. A.-K. Aidilof, and B. Bustami, “Implementation of Fuzzy C-Means to Determine Student Satisfaction Levels in Online Learning,” Sistemasi, vol. 11, no. 1, pp. 121-136, 2022, doi: 10.32520/stmsi.v11i1.1638.




DOI: https://doi.org/10.32520/stmsi.v13i4.4176

Article Metrics

Abstract view : 173 times
PDF - 55 times

Refbacks

  • There are currently no refbacks.


Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.