C4.5 Algorithm Testing for Recruitment of Prospective Employees at AMIK MEDICOM

Authors

  • Andysah Putera Utama Siahaan Universitas Pembangunan Panca Budi
  • Alviona Marsya Universitas Pembangunan Panca Budi
  • Desy Ramatika Universitas Pembangunan Panca Budi
  • Meiarni Situkkir Universitas Pembangunan Panca Budi
  • Tuti Andriani Universitas Pembangunan Panca Budi

Keywords:

Algorithm C4.5, Prediction, Decision Tree, Data Mining

Abstract

Testing the C4.5 algorithm for recruiting prospective employees at AMIK MEDICOM is research that aims to identify the effectiveness and suitability of the C4.5 algorithm in the selection process for prospective employees at AMIK MEDICOM, a higher education institution in the field of information and communication technology. The research method uses historical data on recruitment of prospective employees as well as selection criteria set by AMIK MEDICOM. The C4.5 algorithm is used to build a classification model based on the characteristics and qualifications of prospective employees. Testing is carried out by comparing the prediction results from the C4.5 model with actual acceptance decisions, using evaluation metrics such as accuracy, precision, recall, and F1-score. It is hoped that the results of this research can provide recommendations regarding the use of the C4.5 algorithm in supporting the selection process for prospective employees in higher education institutions, as well as implications for increasing efficiency and objectivity in the workforce recruitment process.

Downloads

Published

04-08-2024

How to Cite

Siahaan, A. P. U. ., Marsya, A. ., Ramatika, D. ., Situkkir, M. ., & Andriani, T. (2024). C4.5 Algorithm Testing for Recruitment of Prospective Employees at AMIK MEDICOM. International Journal Of Computer Sciences and Mathematics Engineering, 3(1). Retrieved from https://ijecom.org/index.php/IJECOM/article/view/85

Issue

Vol. 3 No. 1 (2024): June 2024

Section

Articles

License

Copyright (c) 2024 International Journal Of Computer Sciences and Mathematics Engineering

Creative Commons License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

COPYRIGHT

Copyright of any article in the International Journal of Computer Sciences and Mathematics Engineering is held by the author under a Creative Commons Attribution-ShareAlike 4.0 International License.

  • The author acknowledges that the International Journal Of Computer Sciences and Mathematics Engineering has the right to be the first to publish under a Creative Commons Attribution-ShareAlike 4.0 International License – CC BY-SA.
  • Authors can submit articles separately, arrange for non-exclusive distribution of manuscripts that have been published in this journal into other versions (eg sent to the author's institutional respository, publication into books, etc.), by acknowledging that the manuscript has been published for the first time in the International Journal of Computer Sciences and Mathematics Engineering.

LICENCE
The International Journal Of Computer Sciences and Mathematics Engineering is published under the terms of the Creative Commons Attribution-ShareAlike 4.0 International License. This license permits anyone to copy and redistribute this material in any form or format, compose, modify, and make derivatives of this material for any purpose, including commercial purposes, as long as they give credit to the Author for the original work.