Decision Support Model for Determining the Best Employee using Fuzzy Logic and Simple Additive Weighting
Lucky Christopher Chen1 & Ditdit Nugeraha Utama1 Show affiliations
- Computer Science Department, Bina Nusantara University, Jakarta, Indonesia
Journal of Computer Science, Volume 18, Issue 6, pp. 530–539 · doi.org/10.3844/jcssp.2022.530.539
Abstract
Specifically, for an information technology company, identifying the best employees (the best programmers) is valuable. The election is intended to improve the performance of the company's programmers. The company's performance will improve as programmers' performance improves. This study attempts to develop a Decision Support Model (DSM) to identify the best employees (i.e., programmers) in the firm. The model considered nine parameters (technical skills, problem-solving, communication skills, teamwork, discipline, work progress, time management, formal education, and informal education) by integrating the Fuzzy Logic (FL) with the Simple Additive Weighting method (SAW). This model is finally able to be benefitted by information and technology firms. This can eventually be used to assess and view employee evaluations, making it simpler for businesses to make key decisions (e.g., granting incentives, salary raises, or promotions). The model is based on data collected from ten company programmers (where six of them are real data). The model concludes that programmer 2 is the best employee in the firm, with a total score of 97.94, based on the suggestions from the constructed DSM.
Licence and reuse
Open access. This article is licensed under a Creative Commons Attribution 4.0 International Licence (CC BY 4.0), as printed on the article, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original authors and the source. No permission is needed.
How to reuse this articleResponses (0)
About this article
Chen, L. C. & Utama, D. N. (2022). Decision Support Model for Determining the Best Employee using Fuzzy Logic and Simple Additive Weighting. Journal of Computer Science, 18(6), 530–539. https://doi.org/10.3844/jcssp.2022.530.539
- Licence
- CC BY 4.0
- Issue
- Volume 18, Issue 6
- Policies
- Editorial independenceUse of generative AIData availabilityAppeals and complaints
- Version
- Version of record
