Article Per Year (5 Year)
p-Index From 2019 - 2024
2.918
P-Index
This Author published in this journals
All Journal IAES International Journal of Artificial Intelligence (IJ-AI) Perfecting a Video Game with Game Metrics International Journal of Artificial Intelligence Research Jurnal Sains dan Teknologi: Jurnal Keilmuan dan Aplikasi Teknologi Industri JURNAL PENDIDIKAN TAMBUSAI JOISIE (Journal Of Information Systems And Informatics Engineering) Jurnal Ekonomi Manajemen Sistem Informasi Jurnal Teknologi Dan Sistem Informasi Bisnis Community Development Journal: Jurnal Pengabdian Masyarakat Jurnal Ipteks Terapan : research of applied science and education Jurnal Pustaka Data : Pusat Akses Kajian Database, Analisa Teknologi, dan Arsitektur Komputer Jurnal Ekonomika Dan Bisnis Jurnal Komtekinfo
Agung Ramadhanu
Universitas Putra Indonesia YPTK Padang
Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Astronomy Automotive Engineering Biochemistry, Genetics & Molecular Biology 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 Energy Engineering Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Medicine & Pharmacology Neuroscience Nursing Physics Public Health Social Sciences Veterinary Other

Published : 17 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : International Journal of Artificial Intelligence Research

 1 
Hybrid Data Mining with the Combination of K-Means Algorithm and C4.5 to Predict Student Achievement Agung Ramadhanu; Sarjon Defit; Shahab Wahhab Kareem
International Journal of Artificial Intelligence Research Vol 5, No 2 (2021): December 2021
Publisher : STMIK Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (480.052 KB) | DOI: 10.29099/ijair.v6i1.225

Abstract

Getting academic achievement is the dream of every student who studies at higher education, especially undergraduate level. Undergraduate students aspire to the highest achievement (champion) at the last achievement of their studies. However, students cannot predict whether these students with the habits that have been done and the current conditions will make them excel or not. Apart from that, of course, students also want to know what factors and conditions influence the achievement the most. The objective to be achieved in this research is how to predict which number of students among them are predicted to excel (champion) at the end of the semester with a combination of the K-Means and C4.5 methods. Besides, the purpose of this study reveals how the K-Means algorithm performs data clustering of student data who will excel or not and how the C4.5 algorithm predicts students who have been grouped. Data processing in this study uses the Rapid Miner software version 9.7.002. The result of this research is that it is easier to group data in numerical form than data in polynomial form. Other results in this study were that out of 100 students, 27 students (27%) were predicted to excel (champions) and 73 (73%) did not achieve (not champions).
Co-Authors Andry Novrianto Arsyah Arsyah Desi Permata Sari Desi Permata Sari Dhia Fadhila Agusty Dodi Guswandi Fajrul Islami Firna Yenila Hadi Syahputra Hadi Syahputra Putra Irfan Rizki Nur Jehan Harka Johan Harlan Jufriadif Na`am, Jufriadif Larissa Navia Rani Mardison Mardison Mardison Marfalino, Hari Mokti Isra Muhammad Raihan Zaky Nabila Frisca Oktavia Nasution, Annio Indah Lestari Neni Sri Wahyuni Nengsi Neni Sri Wahyuni Nengsi Neni Sri Wayuni Ningsih Raja Ayu Mahessya Ramdani Bayu Putra Repelita Witri Rheza Thresya Rizky Gusrianto Rosda Syelly Sarjon Defit Shahab Wahhab Kareem Sisi Hendriani Sofika Enggari Sofika Enggari Sofika Enggari Suci Wahyuni Syafri Arlis Syafrika Deni Rizki Yogi Wiyandra Yuhandri Yuhandri