Decision Support System for Determining Promotion Using a Combination of Entropy and Weighted Aggregated Sum Product Assessment
Abstract
Decision-making in determining employee promotions often faces challenges due to the subjectivity of assessments. To address this issue, this research develops a decision support system by combining the Entropy method and the Weighted Aggregated Sum Product Assessment (WASPAS). The Entropy method is used to objectively determine the weights of criteria based on data variation, while the WASPAS method is applied to comprehensively rank alternatives through the integration of the Weighted Sum Model (WSM) and Weighted Product Model (WPM). The test results on seven candidates showed that Candidate A-016 ranked first with a score of 0.9733, followed by Candidate A-013 with a score of 0.7454, and Candidate A-011 with a score of 0.5386. Meanwhile, the candidate with the lowest score was Candidate A-017 with a value of 0.3456. These findings prove that the combination of Entropy and WASPAS methods can produce a more objective, transparent, and solid basis for management to make fair and rational decisions in the promotion process.
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P. A. Soleha, R. T. Aldisa, and M. A. Abdullah, “Pemilihan Waitress Resto Akul Terbaik Menerapkan Metode WASPAS dengan Pembobotan ROC,” J. Inf. Syst. Res., vol. 4, no. 3, pp. 903–913, Apr. 2023, doi: 10.47065/josh.v4i3.3375.
Odi Anggreawan Widodo, Nur Hazimah Syani Harahap, Alamsyah, Much Aziz Muslim, and Yosza Dasril, “Decision Support System Promotion of Structural Position Improvement of Civil Sevants Using Fuzzy Umano,” Indones. Community Optim. Comput. Appl., vol. 1, no. 1 SE-Articles, pp. 1–8, Sep. 2023, [Online]. Available: http://e-journal.ptti.info/index.php/icoca/article/view/67
N. P. Siburian and L. Sahriani, “Sistem Pendukung Keputusan Pemilihan Pegawai Honorer Kelurahan Menerapkan Metode MOORA,” TIN Terap. Inform. Nusant., vol. 3, no. 10, pp. 395–404, Mar. 2023, doi: 10.47065/tin.v3i10.4148.
P. Palupiningsih and S. Setiawansyah, “Best Sales Selection Using a Combination of Reciprocal Rank Weighting Method and Multi-Attribute Utility Theory,” J. Comput. Informatics Res., vol. 3, no. 3, pp. 242–250, Jul. 2024, doi: 10.47065/comforch.v3i3.1496.
S. Chen, “The Application of Big Data and Fuzzy Decision Support Systems in the Innovation of Personalized Music Teaching in Universities,” Int. J. Comput. Intell. Syst., vol. 17, no. 1, p. 215, 2024, doi: 10.1007/s44196-024-00623-4.
Z. Zhai, J. F. Martínez, V. Beltran, and N. L. Martínez, “Decision support systems for agriculture 4.0: Survey and challenges,” Comput. Electron. Agric., vol. 170, p. 105256, Mar. 2020, doi: 10.1016/j.compag.2020.105256.
Andris Silitonga and Dyah Ayu Megawaty, “Decision Support System Feasibility for Promotion using the Profile Matching Method,” J. Data Sci. Inf. Syst., vol. 1, no. 2 SE-Articles, pp. 50–56, May 2023, doi: 10.58602/dimis.v1i2.46.
N. Hendrastuty, M. G. Ar’nars, Setiawansyah, Mesran, T. A. Putra, and M. W. Arshad, “Decision Support System in Teacher Pedagogy Assessment Using MAIRCA with Geometric Mean Weighting,” in 2024 International Conference on Informatics, Multimedia, Cyber and Information System (ICIMCIS), 2024, pp. 265–270. doi: 10.1109/ICIMCIS63449.2024.10957630.
F. Mizrak, K. C. Mizrak, and G. R. Akkartal, “Developing a strategic framework for airline destination selection: A multi-criteria decision-making approach applied to Turkish airlines,” Transp. Res. Interdiscip. Perspect., vol. 29, p. 101322, 2025, doi: https://doi.org/10.1016/j.trip.2025.101322.
D. Xiong, C. He, X. Liu, and M. Liao, “An End-To-End Bayesian Segmentation Network Based on a Generative Adversarial Network for Remote Sensing Images,” Remote Sensing, vol. 12, no. 2. MDPI AG, p. 216, 2020. doi: 10.3390/rs12020216.
Z. Li, Y. Wang, J. Xie, Y. Cheng, and L. Shi, “Hybrid multi-criteria decision-making evaluation of multiple renewable energy systems considering the hysteresis band principle,” Int. J. Hydrogen Energy, vol. 49, pp. 450–462, 2024, doi: https://doi.org/10.1016/j.ijhydene.2023.09.059.
S. Zeng, W. Chen, J. Gu, and E. Zhang, “An Integrated EDAS Model for Fermatean Fuzzy Multi-Attribute Group Decision Making and Its Application in Green-Supplier Selection,” Systems, vol. 11, no. 3. 2023. doi: 10.3390/systems11030162.
J. Fu, H. Wang, X. Sun, H. Bao, X. Wang, and J. Liu, “Multi-objective optimization for impeller structure parameters of fuel cell air compressor using linear-based boosting model and reference vector guided evolutionary algorithm,” Appl. Energy, vol. 363, p. 123057, 2024, doi: https://doi.org/10.1016/j.apenergy.2024.123057.
D. Handoko, “Kombinasi Metode Pembobotan Entropy dan Grey Relational Analysis dalam Pemilihan Pelanggan Terbaik,” J. Ilm. Inform. dan Ilmu Komput., vol. 3, no. 2 SE-Articles, pp. 70–79, Sep. 2024, doi: 10.58602/jima-ilkom.v3i2.29.
M. Seidi, S. Yaghoubi, and F. Rabiei, “Multi-objective optimization of wire electrical discharge machining process using multi-attribute decision making techniques and regression analysis,” Sci. Rep., vol. 14, no. 1, p. 10234, 2024, doi: 10.1038/s41598-024-60825-w.
D. Pamucar, M. Özçalıcı, and H. E. Gurler, “Evaluation of the efficiency of world airports using WENSLO-ARTASI and Monte-Carlo simulation,” J. Air Transp. Manag., vol. 124, p. 102749, 2025, doi: https://doi.org/10.1016/j.jairtraman.2025.102749.
A. Biswas, K. H. Gazi, P. Bhaduri, and S. P. Mondal, “Site Selection for Girls Hostel in a University Campus by MCDM based Strategy,” Spectr. Decis. Mak. Appl., vol. 2, no. 1 SE-Articles, pp. 68–93, Jan. 2025, doi: 10.31181/sdmap21202511.
Do Duc Trung, Nazlı Ersoy, Tran Van Dua, Duong Van Duc, and Manh Thi Diep, “M-OPARA: A Modified Approach to the OPARA Method,” Decis. Mak. Appl. Manag. Eng., vol. 8, no. 1 SE-Regular articles, pp. 256–275, Feb. 2025, doi: 10.31181/dmame8120251334.
A. Arivendan, X. Chen, Y.-F. Zhang, and W. Gao, “Assessing the structural, mechanical, and thermal performance of Linum usitatissimum/carbon fiber composites by using novel WASPAS and CRITIC methods,” Ind. Crops Prod., vol. 224, p. 120378, 2025, doi: https://doi.org/10.1016/j.indcrop.2024.120378.
S. Setiawansyah, “Improving Decision Accuracy Through LOPCOW Weighting and AROMAN Methods in Retail Store Location Selection,” J. Ilm. Inform. dan Ilmu Komput., vol. 4, no. 1 SE-Articles, pp. 77–88, Mar. 2025, doi: 10.58602/jima-ilkom.v4i1.57.
R. R. Oprasto, J. Wang, A. F. O. Pasaribu, S. Setiawansyah, R. Aryanti, and Sumanto, “An Entropy-Assisted COBRA Framework to Support Complex Bounded Rationality in Employee Recruitment,” Bull. Comput. Sci. Res., vol. 5, no. 3 SE-, pp. 207–218, Apr. 2025, doi: 10.47065/bulletincsr.v5i3.505.
H. Sulistiani, S. Setiawansyah, A. F. O. Pasaribu, P. Palupiningsih, K. Anwar, and V. H. Saputra, “New TOPSIS: Modification of the TOPSIS Method for Objective Determination of Weighting,” Int. J. Intell. Eng. Syst., vol. 17, no. 5, pp. 991–1003, Oct. 2024, doi: 10.22266/ijies2024.1031.74.
D. Li, G. Wan, and Y. Rong, “An Enhanced Spherical Cubic fuzzy WASPAS Method and its Application for the Assessment of Service Quality of Crowdsourcing Logistics Platform,” Spectr. Decis. Mak. Appl., vol. 3, no. 1 SE-Articles, pp. 100–123, Apr. 2025, doi: 10.31181/sdmap31202641.
G. N. Yücenur and A. Maden, “Location selection for a photovoltaic agricultural with f-PIPRECIA and WASPAS methods: A case study,” Energy, vol. 314, p. 134179, 2025, doi: https://doi.org/10.1016/j.energy.2024.134179.
DOI: http://dx.doi.org/10.22441/fifo.2025.v17i2.005
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