Hotler Manurung, Erianto Ongko, Astro Julida Harahap, H. Hartono, Dahlan Abdullah, Cut Ita Erliana, S. Sriadhi, Aditya Halim Perdana Kusuma Putra, M. Muslim, Hamzah Ahmad, Ricardo Freedom Nanuru, A.A. Saleh, Asmara Indahingwati, Citra Kurniawan, Ida Bagus Ary Indra Iswara, Abdurrozzaq Hasibuan, Eni Wuryani, Wiwien Hadikurniawati, Edy Winarno
Online Learning is a learning model that utilizes internet network. As one of the institutions providing vocational education, ATI Immanuel is planned to implement online learning for improving the quality of education. help learners in choosing learning topics. The concept of data mining itself is a process of analysis of the database of students learning ATI Immanuel which has been collected and will be obtained patterns of student behavior in learning. The results of the study are expected to help online learning participants in this case ATI Immanuel students so they can choose the best training topics. Data mining applications with this rough set algorithm will be designed using PHP Programming Language and using System Development Life Cycle (SDLC) design method. © Published under licence by IOP Publishing Ltd.
Department of Informatics, Akademi Teknologi Industri, Immanuel, Indonesia; Department of Computer Science, STMIK IBBI, Medan, Indonesia; Department of Informatics, Universitas Malikussaleh, Aceh, Indonesia; Department of Industrial Engineering, Universitas Malikussaleh, Indonesia; Department of Electrical Engineering, Universitas Negeri Medan, Indonesia; Department of Management, STIM Lasharan Jaya, Makassar, Indonesia; Department of Accounting, Universitas Muslim Indonesia, Makassar, Indonesia; Universitas Kristen Indonesia Maluku. Ambon, Indonesia; Statistics Financial and Social Sciences Research Group, Indonesia; Manajement School of Economics Indonesia STIESIA Surabaya, Indonesia; Department of Electrical Engineering, Sekolah Tinggi Teknik Malang, Malang, Indonesia; Informatics Department, STMIK STIKOM, Indonesia; Faculty of Engineering, Universitas Islam Sumatera Utara, Medan, Indonesia; Department of Accounting, Universitas Negeri Surabaya, Surabaya, Indonesia; Faculty of Information Technology, Universitas Stikubank, Semarang, Indonesia
