ACHIEVEMENT STUDENT SELECTION SYSTEM USING THE SAW METHOD AND WSM METHOD
Abstract
Higher education is an academic establishment that prepares students for the workforce by imparting both theoretical knowledge and practical skills, shaping them into educated individuals ready for professional life. One way to encourage increased student competence is to implement a selection of students with good achievements in terms of academic and non-academic abilities. The assessment of outstanding students has been widely implemented, but the system needs to be criteria-based. This research develops a Decision Support System, which makes it easier and helpful for the Dean and head of the department to decide on outstanding students. The study used 2 Multi-Criteria methods. The two methods of the applied multi-criteria concept The Simple Additive Weighting and Weighted Sum Model are applied to assess 22 students UIN Sayyid Ali Rahmatullah Tulungagung, enhancing their readiness for the job market by refining their theoretical understanding and practical capabilities through higher education. Students come from 4 different faculties taken randomly. These faculties include tarbiyah, ushuluddin, economics and sharia each semester 6. The outcomes from both techniques exhibit a high level of similarity. MHS8 and MHS10 secure the top two spots, with variations emerging in subsequent rankings when considering the combined criteria of the two methods. Based on the system test results, the system's output using these two methods produces students with achievements in almost the same order, and students with achievements made from the system are in accordance with conditions in the field that these students really have achievements.
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References
K. R. dan T. Kementerian Pendidikan, “Pedoman Pemilihan Mahasiswa Berprestasi 2024,” Jakarta, 2024. Accessed: Jun. 28, 2024. [Online]. Available: https://lldikti6.kemdikbud.go.id/wp-content/uploads/2024/03/Pedoman-Pilmapres-Sarjana-2024.pdf
R. F. Ramadhan and K. Eliyen, “Implementasi Metode Analytical Hierarchy Process pada Penilaian Mahasiswa Berprestasi Berbasis Decision Support System,” Jurnal Informatika dan Rekayasa Perangkat Lunak, vol. 4, no. 2, pp. 98–105, 2022, doi: 10.36499/jinrpl.v4i2.6692.
R. F. R. Rizal and S. F. K. Selvia, “Rancang Bangun Sistem Pemilihan Platform Jual Beli Online Menggunakan Metode Promethee: Design Of An Online Buying Platform Selection System Using The Promethee Method,” Jurnal Sistem Informasi dan Bisnis Cerdas, vol. 16, no. 2, pp. 91–100, Aug. 2023, doi: 10.33005/sibc.v16i2.24.
Y. P. Soni and E. Fernandez, “Multi-Criteria Rank-Based Planning of the Distribution System with HOMER Integrated Weighted Sum Model,” in 2022 IEEE 10th Power India International Conference (PIICON), 2022, pp. 1–5. doi: 10.1109/PIICON56320.2022.10045163.
A. M. El-Araby, I. Sabry, and A. El-Assal, “Multi-Criteria Decision Making Approaches for Facilities Planning Problem,” in 2021 3rd Novel Intelligent and Leading Emerging Sciences Conference (NILES), 2021, pp. 47–50. doi: 10.1109/NILES53778.2021.9600538.
E. K. Nurhasanah, S. Abadi, and P. Sukamto, “Sistem Pendukung Keputusan Pemilihan Mahasiswa Berprestasi Dengan Metode Simple Additive Weighting,” Teknosains : Jurnal Sains, Teknologi dan Informatika, vol. 7, no. 2, Jul. 2020, doi: 10.37373/tekno.v7i2.18.
M. Y. Fathoni, D. Darmansah, and D. Januarita, “Sistem Pendukung Keputusan Pemilihan Siswa Teladan Menggunakan Metode Simple Additive Weighting (SAW) Pada SMK Telkom Purwokerto,” Jurnal Sisfokom (Sistem Informasi dan Komputer), vol. 10, no. 3, pp. 346–353, 2021, doi: 10.32736/sisfokom.v10i3.1202
R. Irwansyah and M. Mesran, “Sistem Pendukung Keputusan Pemilihan Pelajar SMK Terbaik Di Kota Medan Menggunakan Metode Weighted Sum Model,” Journal of Information System Research (JOSH), vol. 3, no. 3, Apr. 2022, doi: 10.47065/josh.v3i3.1432.
Y. P. Soni and E. Fernandez, “Multi-Criteria Rank-Based Planning of the Distribution System with HOMER Integrated Weighted Sum Model,” in 2022 IEEE 10th Power India International Conference (PIICON), 2022, pp. 1–5. doi: 10.1109/PIICON56320.2022.10045163.
P. Pesode, S. Barve, S. V Wankhede, D. R. Jadhav, and S. K. Pawar, “Titanium alloy selection for biomedical application using weighted sum model methodology,” Mater Today Proc, vol. 72, pp. 724–728, 2023, doi: 10.1016/j.matpr.2022.08.494.
Y. Zheng and D. Wang, “Multi-Criteria Ranking: Next Generation of Multi-Criteria Recommendation Framework,” IEEE Access, vol. 10, pp. 90715–90725, 2022, doi: 10.1109/ACCESS.2022.3201821.
A. A. J. Al-Hchaimi, N. B. Sulaiman, M. A. B. Mustafa, M. N. B. Mohtar, S. L. B. M. Hassan, and Y. R. Muhsen, “Evaluation Approach for Efficient Countermeasure Techniques Against Denial-of-Service Attack on MPSoC-Based IoT Using Multi-Criteria Decision-Making,” IEEE Access, vol. 11, pp. 89–106, 2023, doi: 10.1109/ACCESS.2022.3232395.
Nawindah and A. Sofwan, “Fuzzy Simple Additive Weighting for Polytechnic Major Selection Based on High school student Interest and Ability,” in 2022 International Conference on Information Technology Systems and Innovation (ICITSI), 2022, pp. 353–357. doi: 10.1109/ICITSI56531.2022.9970876.
H. Aulawi, F. Nuraeni, R. Setiawan, W. F. Rianto, A. S. Pratama, and H. Maulana, “Simple Additive Weighting in the Development of a Decision Support System for the Selection of House Construction Project Teams,” in 2023 International Conference on Computer Science, Information Technology and Engineering (ICCoSITE), 2023, pp. 517–522. doi: 10.1109/ICCoSITE57641.2023.10127813.
R. F. Ramadhan and A. A. Widodo, “Penilaian Mahasiswa Berprestasi Menggunakan Metode Simple Additive Weighting Berbasis Decision Support System,” Jurnal Sistem Informasi dan Informatika (JUSIFOR), vol. 1, no. 2, pp. 90–97, Dec. 2022, doi: 10.33379/jusifor.v1i2.1695.
V. Sihombing, V. Marudut Mulia Siregar, W. Simon Tampubolon, M. Jannah, Risdalina, and A. Hakim, “Implementation of Simple Additive Weighting Algorithm in Decision Support System,” IOP Conference Series: Materials Science and Engineering, vol. 1088, no.1, p. 012014, 2020, doi: 10.1088/1757-899X/1088/1/012014.
I. I. Al-Bayati and S. S. Al-Zubaidy, “Applying the Analytical Hierarichy Process and Weighted Sum Model for Small Project Selection in Iraq,” in IOP Conference Series: Materials Science and Engineering, IOP Publishing, vol. 67, no. 1, p. 012158, 2020, doi: 10.1088/1757-899X/671/1/012158.
J. B. C. Chagas and M. Wagner, “A weighted-sum method for solving the bi-objective traveling thief problem,” Comput Oper Res, vol. 138, p. 105560, 2022, doi: 10.1016/j.cor.2021.105560.
S. M. Alayón Suárez, “Weighted Sum Method for Multi-objective Optimization LP Model for Supply Chain Management of Perishable Products in a Diary Company,” in Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future: Proceedings of SOHOMA LATIN AMERICA, pp. 285-298, Springer International Publishing, 2021, doi: 10.1007/978-3-030-80906-5_20.
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