Rekomendasi Penentuan Kelas Unggulan Menggunakan Metode Complex Proportional Assessment Dan Step-wise Weight Assessment Ratio Analysis
Abstract
Class of Excellence is an educational program designed to provide superior educational services and oriented towards academic achievement and overall development of student potential. Featured class determination recommendations is a process that considers a variety of factors to determine which students meet the criteria for admission into the program. The purpose of this study can provide a recommendation to the school in determining students who enter superior classes based on the criteria used by applying the Complex Proportional Assessment (COPRAS) method and the Step-wise Weight Assessment Ratio Analysis (SWARA) weighting method. The SWARA method is an analytical approach used in multi-criteria decision making to determine the relative weight of each criterion. The COPRAS method is an analytical approach used for multi-criteria decision making, especially in the context of complex evaluation of alternatives. The ranking results show a list of excellent class students as many as 21 students based on the highest scores from 1 to 21 students. This result becomes a recommendation to the school in determining excellent class students.
References
R. R. Oprasto, “Sistem Pendukung Keputusan Pemilihan Pemasok Bahan Baku Menggunakan Metode PROMETHEE,” J. Media Celeb., vol. 1, no. 1, pp. 37–43, 2023.
S. Setiawansyah, “Sistem Pendukung Keputusan Rekomendasi Tempat Wisata Menggunakan Metode TOPSIS,” J. Ilm. Inform. dan Ilmu Komput., vol. 1, no. 2, pp. 54–62, 2022, doi: 10.53513/jursi.v1i3.5269.
R. D. Widoproyo and P. A. R. Devi, “Sistem Pendukung Keputusan Dalam Penentuan Promosi Jabatan Menggunakan Metode AHP dan SMART,” J. Sist. Komput. dan Inform., vol. 3, no. 3, pp. 223–231, 2022.
H. Sulistiani, Setiawansyah, P. Palupiningsih, F. Hamidy, P. L. Sari, and Y. Khairunnisa, “Employee Performance Evaluation Using Multi-Attribute Utility Theory (MAUT) with PIPRECIA-S Weighting: A Case Study in Education Institution,” in 2023 International Conference on Informatics, Multimedia, Cyber and Informations System (ICIMCIS), 2023, pp. 369–373. doi: 10.1109/ICIMCIS60089.2023.10349017.
Setiawansyah, A. A. Aldino, P. Palupiningsih, G. F. Laxmi, E. D. Mega, and I. Septiana, “Determining Best Graduates Using TOPSIS with Surrogate Weighting Procedures Approach,” in 2023 International Conference on Networking, Electrical Engineering, Computer Science, and Technology (IConNECT), 2023, pp. 60–64. doi: 10.1109/IConNECT56593.2023.10327119.
S. H. Hadad et al., “Student Ranking Based on Learning Assessment Using the Simplified PIPRECIA Method and CoCoSo Method,” J. Comput. Syst. Informatics, vol. 5, no. 1, 2023, doi: 10.47065/josyc.v5i1.4544.
S. Setiawansyah, “Penerapan Metode Entropy dan Grey Relational Analysis dalam Evaluasi Kinerja Karyawan,” J. Data Sci. Inf. Syst., vol. 2, no. 1, pp. 29–39, 2024, doi: 10.58602/dimis.v2i1.100.
P. Citra, “Penerapan Metode Complex Proportional Assessment (COPRAS) Pada Penilaian Kelayakan Produk,” J. Data Sci. Inf. Syst., vol. 1, no. 4, pp. 150–158, 2023.
P. Rani, A. R. Mishra, and A. Mardani, “An extended Pythagorean fuzzy complex proportional assessment approach with new entropy and score function: Application in pharmacological therapy selection for type 2 diabetes,” Appl. Soft Comput., vol. 94, p. 106441, 2020.
A. Fathurrozi, A. Damuri, A. T. Prastowo, and Y. Rahmanto, “Sistem Pendukung Keputusan Pemilihan Lahan Tanaman Kopi Menggunakan Metode Complex Proportional Assessment (COPRAS),” KLIK Kaji. Ilm. Inform. dan Komput., vol. 3, no. 3, pp. 228–237, 2022.
G. Ginting, S. Alvita, M. Mesran, A. Karim, M. Syahrizal, and N. K. Daulay, “Penerapan Complex Proportional Assessment (COPRAS) Dalam Penentuan Kepolisian Sektor Terbaik,” J-SAKTI (Jurnal Sains Komput. dan Inform., vol. 4, no. 2, pp. 616–631, 2020.
P. Rani et al., “Hesitant fuzzy SWARA-complex proportional assessment approach for sustainable supplier selection (HF-SWARA-COPRAS),” Symmetry (Basel)., vol. 12, no. 7, p. 1152, 2020.
I. W. Sriyasa, “Kombinasi Metode SWARA dan Simple Additive Weighting (SAW) Pemilihan Tempat Kursus,” J. Artif. Intell. Technol. Inf., vol. 1, no. 4, pp. 146–153, 2023.
A. D. Wahyudi and A. F. O. Pasaribu, “Metode SWARA dan Multi Attribute Utility Theory Untuk Penentuan Pemasok Pakan Ikan Terbaik,” J. Media Jawadwipa, vol. 1, no. 1, pp. 26–37, 2023.
I. Oktaria, “Kombinasi Metode Multi-Attribute Utility Theory (MAUT) dan Rank Order Centroid (ROC) dalam Pemilihan Kegiatan Ekstrakulikuler,” J. Ilm. Inform. dan Ilmu Komput., vol. 2, no. 1, pp. 1–11, 2023.
A. Yudistira, “Analisa Dalam Pengambilan Keputusan Penentuan Lokasi Usaha Menggunakan Metode Preference Selection Index (PSI),” J. Ilm. Comput. Sci., vol. 1, no. 1, pp. 31–40, 2022, doi: 10.58602/jics.v1i1.4.
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