Article Per Year (5 Year)
p-Index From 2019 - 2024
5.989
P-Index
This Author published in this journals
All Journal IAES International Journal of Artificial Intelligence (IJ-AI) Jupiter Jurnal INKOM PIKSEL : Penelitian Ilmu Komputer Sistem Embedded and Logic Explore: Jurnal Sistem Informasi dan Telematika (Telekomunikasi, Multimedia dan Informatika) Jurnal technoscientia Jurnal Intelektualita: Keislaman, Sosial, dan Sains POSITIF Jurnal IPTEK-KOM (Jurnal Ilmu Pengetahuan dan Teknologi Komunikasi) KLIK (Kumpulan jurnaL Ilmu Komputer) (e-Journal) InfoTekJar (Jurnal Nasional Informatika dan Teknologi Jaringan) JOIN (Jurnal Online Informatika) Jurnal Ilmiah KOMPUTASI JURNAL MEDIA INFORMATIKA BUDIDARMA CogITo Smart Journal Jurnal Ilmiah Matrik INOVTEK Polbeng - Seri Informatika METHOMIKA: Jurnal Manajemen Informatika & Komputerisasi Akuntansi JURNAL TEKNOLOGI DAN ILMU KOMPUTER PRIMA (JUTIKOMP) JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) Jurnal Informatika Global JUSIM (Jurnal Sistem Informasi Musirawas) Jurnal Tekno Kompak Jurnal Mantik Jurnal Muara Ilmu Ekonomi dan Bisnis Journal of Information Systems and Informatics Indonesian Journal of Electrical Engineering and Computer Science Jurnal Teknologi Informatika dan Komputer JURNAL TEKNOLOGI TECHNOSCIENTIA Jurnal Pengabdian kepada Masyarakat Bina Darma Jurnal Locus Penelitian dan Pengabdian Jurnal Bina Komputer Jurnal Pengabdian Masyarakat Information Technology (JPM ITech) International Journal of Advanced Science Computing and Engineering Bulletin of Social Informatics Theory and Application
Edi Surya Negara
Universitas Bina Darma
Aerospace Engineering Arts Humanities Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Social Sciences Other

Published : 52 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : Jurnal Intelektualita: Keislaman, Sosial, dan Sains

 1 
A Comparison Between Naïve Bayes and The K-Means Clustering Algorithm for The Application of Data Mining on The Admission of New Students Nurhachita Nurhachita; Edi Surya Negara
Intelektualita Vol 9 No 1 (2020): Jurnal Intelektualita: Keislaman, Sosial, dan Sains
Publisher : Wakil Rektor III Bidang Kemahasiswaan dan Kerjasama

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.19109/intelektualita.v9i1.5574

Abstract

The process of admitting new students at Universitas Islam Negeri Raden Fatah each year produces a lot of new student data. so that there is an accumulation of student data continuously. The purpose of this study is to compare the K-Means Clustering Algorithm and Naïve Bayes on the admission of new students as well as being one of the bases for making decisions to determine the promotion strategy of each study program. The data mining method used is Knowledge Discovery in Database (KDD). The tools used are Rapid Miner. The attributes used are national examination score, school origin, and study programs. The new student data used from 2016 to 2019 was an 18.930 item. The results of this study used the K-Means Clustering Algorithm to produce 3 clusters, while the Naïve Bayes results resulted in an accuracy value of 9.08%.
Co-Authors - Bhagaskara Abi daud Yusuf Adam Prasetya Ade Putra Amanda, Riyan Amin, Zulius Akbar Andreean Dharma Arisandi Andry Meylani Andryani, Ria Andryani, Ria Bhianta Wijaya Chairul Mukmin Deddy Rezano Akhiruddin Dedek Julian Dedi Irawan Dedy Syamsuar Dedy Syamsuar Dendi Triadi Dendi Triadi Diana Diana Fauzan Azhiman Ferdiansyah Ferdiansyah Fernandy Jupiter Herdiansyah, M. Izman Jepri Yandi Juminovario Juminovario KENI KENI Kiki Rizky Nova Wardani Kurniawan, Tri Basuki Linda Atika Linda Atika Liza Fahreni M. Izman Herdiansyah M. Izman Herdiansyah Mery Sintia Muhamad Akbar Muhammad Akbar Muhammad Cahyono Muhammad Izman Herdiansyah Muhammad Izman Herdiansyah Muhammad Marzuki Muhammad Raihan Nanda Tri Haryati Nely Apriyanti Nico Michael Bryan Novita Anggraini Nurhachita Nurhachita Nurhachita Nurhachita Prihambodo Hendro Saksono Purnama Dharmawan Puspita Dewi Setyadi Putri Armilia Prayesy Qisthiano, M Riski Rahmad Kartolo Rahmat Novrianda Dasmen Reza Pahlevi Reza Vidi Aditama Ria Andriani Ria Andryani Rifan Fadilah Riyan Amanda Saksono, Prihambodo Hendro Selvia Damayanti Sunda Ariana, Sunda Tata Sutabri Tri Basuki Kurniawan Tri Basuki Kurniawan Wawan Setiawan Widya Cholil Widya Cholil, Widya Winata Nugraha Winoto Chandra Yeni Widyanti Yepi Kusmeta Yesi Novaria Kunang Yessi Novaria Kunang Yuni Amrina Yusuf Andi Putra Zulius Akbar Amin