PERBANDINGAN ALGORITMA C4.5, KNN, DAN NAIVE BAYES UNTUK PENENTUAN MODEL KLASIFIKASI PENANGGUNG JAWAB BSI ENTREPRENEUR CENTER

  • Fuad Nur Hasan (1*) Sistem Informasi Universitas Bina Sarana Informatika
  • Noer Hikmah (2) Sistem Informasi Universitas Bina Sarana Informatika
  • Dwi Yuni Utami (3) Sistem Informasi Universitas Bina Sarana Informatika

    • (*) Corresponding Author
DOI: https://doi.org/10.33480/pilar.v14i2.35

Keywords: BSI enterpreneur Center, Naive bayes method, Employee

Abstract

BSI Entrepreneur Center is one of the organizations engaged in entrepreneurship within the Bina Sarana Informatika University with the aim of forming students who want to become entrepreneurs. Currently BSI Entrepreneur Center has had responsibility in each campus of Bina Sarana Informatika University. But the existing human resources have not been able to fulfill the needs as the person in charge of BSI Entrepreneur Center to be placed on each campus of Bina Sarana Informatika University. Therefore, a system is needed to find appropriate human resources to be in charge of the BSI Entrepreneur Center on each campus of the Bina Sarana Informatika University. This study uses primary data as many as 300 records consisting of 12 attributes with the algorithm method C.45, KNN and Naive Bayes to classify employees according to the existing criteria. And the results of this study are suggestions from employees who are eligible to be in charge of BSI Entrepreneurs Center on each campus of the Information Technology Development University with the Naive Bayes method which has a high accuracy of 80%.

Downloads

Download data is not yet available.
Published
2018-09-15
How to Cite
Hasan, F., Hikmah, N., & Utami, D. (2018). PERBANDINGAN ALGORITMA C4.5, KNN, DAN NAIVE BAYES UNTUK PENENTUAN MODEL KLASIFIKASI PENANGGUNG JAWAB BSI ENTREPRENEUR CENTER. Jurnal Pilar Nusa Mandiri, 14(2), 169-174. https://doi.org/10.33480/pilar.v14i2.35
Article Metrics

Abstract viewed = 895 times
PDF downloaded = 915 times
Issue
Vol 14 No 2 (2018): Pilar Nusa Mandiri : Journal of Computing and Information System Periode September 2018
Section
Articles
License

An author who publishes in the Pilar Nusa Mandiri: Journal of Computing and Information System agrees to the following terms:

  1. Author retains the copyright and grants the journal the right of first publication of the work simultaneously licensed under the Creative Commons Attribution-NonCommercial 4.0 License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal
  2. Author is able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book) with the acknowledgement of its initial publication in this journal.
  3. Author is permitted and encouraged to post his/her work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of the published work (See The Effect of Open Access).
    Read more about the Creative Commons Attribution-NonCommercial 4.0 Licence here: https://creativecommons.org/licenses/by-nc/4.0/.