Penilaian Kinerja Karyawan Menggunakan Kombinasi Metode Multi-Objective Optimization by Ratio Analysis (MOORA) dan Pembobotan Entropy

  • Ade Surahman Universitas Teknokrat Indonesia

Abstract

Performance appraisal is a process for identifying employee strengths and areas of development, providing a basis for decision-making regarding promotion, skills development, and recognition of good performance. The combination of MOORA method and entropy weighting is a comprehensive approach in multi-criteria decision making. MOORA provides a framework for assessing and filtering alternatives based on the ratio of comparison to positive and negative ideal solutions, while entropy weighting contributes by taking into account the degree of uncertainty or chaos on each criterion. The ranking results provide recommendations for rank 1 on behalf of Employee A with a final value of 0.4522, rank 2 on behalf of Employee B with a final value of 0.4428, and rank 3 on behalf of Employee D with a final value of 0.4156.

References

A. I. Lubis, P. Sihombing, and E. B. Nababan, “Comparison SAW and MOORA Methods with Attribute Weighting Using Rank Order Centroid in Decision Making,” in 2020 3rd International Conference on Mechanical, Electronics, Computer, and Industrial Technology (MECnIT), 2020, pp. 127–131.

C. S. Dhanalakshmi, M. Mathew, and P. Madhu, “Biomass material selection for sustainable environment by the application of multi-objective optimization on the basis of ratio analysis (MOORA),” in Materials, Design, and Manufacturing for Sustainable Environment: Select Proceedings of ICMDMSE 2020, 2021, pp. 345–354.

S. Chakraborty, H. N. Datta, K. Kalita, and S. Chakraborty, “A narrative review of multi-objective optimization on the basis of ratio analysis (MOORA) method in decision making,” OPSEARCH, pp. 1–44, 2023.

A. T. Hidayat, N. K. Daulay, and M. Mesran, “Penerapan Metode Multi-Objective Optimization on The Basis of Ratio Analysis (MOORA) dalam Pemilihan Wiraniaga Terbaik,” J. Comput. Syst. Informatics, vol. 1, no. 4, pp. 367–372, 2020.

W. T. Devi, M. Mesran, and A. F. Siregar, “Penerapan Sistem Pendukung Keputusan Dalam Penilaian Kinerja Supervisor Dengan Menggunakan Metode Maut Dan Pembobotan Entropy,” Jurasik (Jurnal Ris. Sist. Inf. dan Tek. Inform., vol. 8, no. 2, pp. 744–757, 2023.

N. D. Puspa, M. Mesran, and A. F. Siregar, “Penerapan Metode Maut Dengan Pembobotan Entropy Dalam Sistem Pendukung Keputusan Penilaian Kinerja Guru Honor,” J. Inf. Syst. Res., vol. 5, no. 1, pp. 24–33, 2023.

A. Ahyuna, B. Rahman, F. Nugroho, I. W. S. Nirawana, and A. Karim, “Analisa Penerapan Metode MABAC dengan Pembobotan Entropy dalam Penilaian Kinerja Dosen di Era Society 5.0,” Build. Informatics, Technol. Sci., vol. 5, no. 1, pp. 29–39, 2023.

S. Wulan, E. Pratiwi, M. Mesran, and D. Desyanti, “Sistem Pendukung Keputusan Dalam Penentuan Kinerja Tenaga Pendidik Terbaik Menerapkan Metode MOORA,” Bull. Data Sci., vol. 1, no. 2, pp. 57–64, 2022.

Y. Primadasa and A. Rini, “SISTEM PENDUKUNG KEPUTUSAN PENILAIAN KINERJA KARYAWAN MENGGUNAKAN PEMBOBOTAN AHP DAN MOORA,” CogITo Smart J., vol. 5, no. 2 SE-Articles, pp. 159–170, Dec. 2019, [Online]. Available: https://cogito.unklab.ac.id/index.php/cogito/article/view/162

A. Putra, D. H. Zulfikar, and A. I. Alfresi, “Sistem Pendukung Keputusan Penilaian Kinerja Pegawai Pada Pdam Martapura Oku Timur Menggunakan Metode Moora,” J. Digit. Teknol. Inf., vol. 3, no. 1, pp. 1–7, 2020.

A. D. Christiana and E. Mailoa, “Sistem Pendukung Keputusan Penilaian Kinerja Karyawan Berbasis Website dengan Menggunakan Metode TOPSIS,” AITI, vol. 19, no. 1 SE-Articles, pp. 31–47, Jul. 2022, doi: 10.24246/aiti.v19i1.31-47.

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.

M. N. D. Satria and V. H. Saputra, “Sistem Pendukung Keputusan Pemilihan Karyawan Teladan Menggunakan Metode Simple Multi-Attribute Rating Technique,” J. Media Swarnadwipa, vol. 1, no. 1, pp. 7–13, 2023.

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, “Kombinasi Pembobotan PIPRECIA-S dan Metode SAW dalam Pemilihan Ketua Organisasi Sekolah,” J. Ilm. Inform. dan Ilmu Komput., vol. 2, no. 1, pp. 32–40, 2023.

Published
2024-01-01