Employee Performance Evaluation Decision Support System with the SMART (Simple Multi-Attribute Rating Technique) Method

Sistem Pendukung Keputusan Evaluasi Kinerja Karyawan dengan Metode SMART (Simple Multi Attribute Rating Technique)

  • Wawan Setiawan Student
  • Nurwahid Pranoto Universitas Budi Luhur
  • Khoirul Huda Universitas Budi Luhur
DOI: https://doi.org/10.29207/resti.v4i1.1384
Keywords: DSS, employee evaluation, SMART Method, Confusion Metrix Method

Abstract

Every company needs an employee performance appraisal system, for the evaluation of its employees in terms of quality and responsibility for their work. In evaluating the performance of employees at PT. MMC Group is still manually so it takes a long time and the impact on decision making time also takes a long time. Besides evaluation only on aspects of the strengths and weaknesses of employees, so the results of decisions taken are not accurate and subjective. Therefore we need a decision support system that can do calculations quickly, precisely and accurately based on predetermined criteria. The calculation method used in this study is the SMART (Simple Multi Attribute Rating Technique) method. There are 5 assessment criteria used, namely quality of work, integrity, loyalty, discipline and personality, while for alternative data as many as 10 employees are taken by cluster random sampling. To test the performance of the SMART method calculation results using the Confusion Metrix method. The results of this study are an accuracy rate of 90%, a precission of 100%, a recall of 88.88% and a specificity of 94.12%.

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Published
2020-02-02
How to Cite
Setiawan, W., Nurwahid Pranoto, & Khoirul Huda. (2020). Employee Performance Evaluation Decision Support System with the SMART (Simple Multi-Attribute Rating Technique) Method. Jurnal RESTI (Rekayasa Sistem Dan Teknologi Informasi), 4(1), 50 - 55. https://doi.org/10.29207/resti.v4i1.1384
Issue
Vol 4 No 1 (2020): Februari 2020
Section
Artificial Intelligence

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