Article Per Year (5 Year)
p-Index From 2021 - 2026
0.23
P-Index
This Author published in this journals
All Journal Jurnal Edukasi dan Penelitian Informatika (JEPIN)
Ningsih, Nur Ristia
Unknown Affiliation
Computer Science & IT Education

Published : 1 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search

 1 
Implementation of a Decision Support System for Employee Reward and Contract Extension Using Naïve Bayes Ningsih, Nur Ristia; Fitriasih, Fitriasih
JEPIN (Jurnal Edukasi dan Penelitian Informatika) Vol. 12 No. 1 (2026): Volume 12 No 1
Publisher : Program Studi Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26418/jp.v12i1.106418

Abstract

This study implements an integrated Decision Support System (DSS) for evaluating employee potential for both reward allocation and contract extension at PT Java Abadi Gemilang. Unlike previous studies that focus on a single human resource decision, this system combines two critical functions into one framework. Using the Naïve Bayes classifier within the CRISP-DM methodology, the system was tested on 350 employee records from January 2022 to December 2023. Eight key attributes were selected using Information Gain. Experimental results show that the model achieves 92.50% accuracy, 91.80% precision, 93.20% recall, and 92.45% F1-score. The DSS implementation improved evaluation objectivity based on preliminary survey feedback and reduced processing time from two weeks to real-time, representing a 75% increase in administrative efficiency. The main contribution is the integration of reward and contract extension decisions into a single rule‑based system that adapts to divisional characteristics.
Co-Authors Fitriasih, Fitriasih