Decision Support System for Employee Performance Assessment Using Analytical Hierarchy Process and Simple Additive Weighting Methods
Abstract
Evaluation of employee performance is carried out by company leaders at company work meetings to determine the best employees. In the process of assessing the best employees, the relevant company still does not use a digital system and does not have a clear weighting system for the criteria used. This results in inaccurate assessment results. Based on the problems found during field observations, research was carried out with the aim of developing a computerized decision support system for employee performance assessment and a system that applies weighting to each criterion. The Analytical Hierarchy Process (AHP) and Simple Additive Weighting (SAW) methods are the methods used in developing this decision support system. The AHP method is used to determine the weight of each criterion, while the SAW method is used to determine the ranking of the best employees. The research results are in the form of a website-based decision support system complete with criteria and weights for each criterion as well as the final results of the performance assessment of the 5 data samples used. This system has been tested using the User Acceptance Test method and obtained a score of 78.31%.
Downloads
References
Harry Budi, S. Aslamiyah, and S. E. Wahyuni, “Penerapan Metode Simple Additive Weighting Pada Sistem Pendukung Keputusan Pemilihan Karyawan Terbaik Pt. Medifarma Laboratories,” J. Inform. Kaputama, vol. 8, no. 1, pp. 1–7, 2024, doi: 10.59697/jik.v8i1.241.
A. Azis, Fauzi, Ahmad, and A. C. Puspitasar, “Sistem Pendukung Keputusan Pemilihan Karyawan,” no. November, pp. 94–96, 2024.
M. A. Rony, S. Aslamiyah, and M. D. Anggraeni, “Jurnal Mantik Implementation of analytical hierarchy process and simple additive weighting for major selection,” vol. 7, no. 1, 2023.
V. M. M. Siregar and H. Sugara, “Sistem Pendukung Keputusan Pemilihan Sepeda Motor Bekas Menggunakan Metode Waspas,” J. Tek. Inf. dan Komput., vol. 5, no. 2, p. 263, 2022, doi: 10.37600/tekinkom.v5i2.393.
W. Setiyaningsih, Konsep Sistem Pendukung Keputusan, vol. 1. 2015.
H. A. Septilia and Styawati, “Sistem Pendukung Keputusan Pemberian Dana Bantuan Menggunakan Ahp,” J. Teknol. dan Sist. Inf., vol. 1, no. 2, pp. 34–41, 2020.
H. Situmorang, “Sistem Pendukung Keputusan Pemilihan Calon Peserta Olimpiade Sains Tingkat Kabupaten Langkat Pada Madrasah Aliyah Negeri (MAN) 2 Tanjung Pura Denganmenggunakan Metode Simple Additive Weighting (SAW),” J. TIMES, vol. 4, no. 2, pp. 24–30, 2015.
M. Masri, “Penentuan Karyawan Terbaik Dengan Metode Simple Additive Weighting (PDAM Tirta Silaupiasa),” JET (Journal Electr. Technol., vol. 1, no. 1, pp. 36–41, 2016.
S. Salmon and B. Harpad, “Penerapan Metode Analytical Hierarcy Process (Ahp) Pada Pemilihan Staf Laboratorium Komputer Stmik Widya Cipta Dharma Samarinda,” Sebatik, vol. 22, no. 1, pp. 22–29, 2018, doi: 10.46984/sebatik.v22i1.206.
P. Utomo, L. Fatmawati, R. Rochidajah, and D. N. Amadi, “Assessment of Toll User Satisfaction in East Java Using Simple Additive Weighting (SAW),” J. Inf. Syst. Informatics, vol. 4, no. 2, pp. 361–384, 2022, doi: 10.51519/journalisi.v4i2.259.
A. Afandi, “Penerapan Ahp (Analytical Hierarchy Process) Terhadap Pemilihan Supplier Di Ud. Nagawangi Alam Sejahtera Malang,” J. Valtech, vol. 1, no. 1, pp. 119–124, 2018.
R. E. Wulandari, S. Informasi, and S. Uyelindo, “Penerapan Analytical Hierarchy Process ( Ahp ) Dalam Perangkingan Bengkel Mobil Terbaik Di Kota Kupang Semlinda Juszandri Bulan,” vol. 5, no. 1, pp. 5–9, 2019.
E. Darmanto, N. Latifah, and N. Susanti, “Penerapan Metode Ahp (Analythic Hierarchy Process) Untuk Menentukan Kualitas Gula Tumbu,” Simetris J. Tek. Mesin, Elektro dan Ilmu Komput., vol. 5, no. 1, pp. 75–82, 2014, doi: 10.24176/simet.v5i1.139.
T. L. Saaty and L. G. Vargas, Decision Making With the Analytic Process Network Process, vol. 95. 2006.
H. Setiawan, H. Husnawati, and T. Tasmi, “Sistem Pendukung Keputusan Pemilihan Dosen Terbaik Dengan Metode Simple Additive Weighting (SAW) Berbasis Web,” J. Inf. Syst. Informatics, vol. 3, no. 4, pp. 596–614, 2021, doi: 10.51519/journalisi.v3i4.215.
Abstract views: 447 times
Download PDF: 233 times
Copyright (c) 2024 Journal of Information Systems and Informatics
This work is licensed under a Creative Commons Attribution 4.0 International License.
- I certify that I have read, understand and agreed to the Journal of Information Systems and Informatics (Journal-ISI) submission guidelines, policies and submission declaration. Submission already using the provided template.
- I certify that all authors have approved the publication of this and there is no conflict of interest.
- I confirm that the manuscript is the authors' original work and the manuscript has not received prior publication and is not under consideration for publication elsewhere and has not been previously published.
- I confirm that all authors listed on the title page have contributed significantly to the work, have read the manuscript, attest to the validity and legitimacy of the data and its interpretation, and agree to its submission.
- I confirm that the paper now submitted is not copied or plagiarized version of some other published work.
- I declare that I shall not submit the paper for publication in any other Journal or Magazine till the decision is made by journal editors.
- If the paper is finally accepted by the journal for publication, I confirm that I will either publish the paper immediately or withdraw it according to withdrawal policies
- I Agree that the paper published by this journal, I transfer copyright or assign exclusive rights to the publisher (including commercial rights)
_1.png){kind=logo}
