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All Journal TRANSIENT: Jurnal Ilmiah Teknik Elektro PIKSEL : Penelitian Ilmu Komputer Sistem Embedded and Logic Teknik dan Ilmu Komputer JURNAL PENGABDIAN KEPADA MASYARAKAT SISFOTENIKA Bina Insani ICT Journal Information System for Educators and Professionals : Journal of Information System Jurnal Mahasiswa Bina Insani Informatics for Educators and Professional : Journal of Informatics Information Management For Educators And Professionals (IMBI) Jurnal Pengabdian Pada Masyarakat Jurnal SOLMA Jurnal Ilmiah Matrik JMM (Jurnal Masyarakat Mandiri) CARADDE: Jurnal Pengabdian Kepada Masyarakat Voice Of Informatics Jurnal Serambi Engineering JAST : Jurnal Aplikasi Sains dan Teknologi JOURNAL INFORMATICS, SCIENCE & TECHNOLOGY Jurnal ICT : Information Communication & Technology Jurnal Mantik Aisyah Journal of Informatics and Electrical Engineering Jurnal Manajemen Informatika dan Sistem Informasi Abdi Dosen : Jurnal Pengabdian Pada Masyarakat TERANG : Jurnal Pengabdian Pada Masyarakat Menerangi Negeri Enrichment : Journal of Management Diseminasi : Jurnal Pengabdian kepada Masyarakat Budapest International Research and Critics Institute-Journal (BIRCI-Journal): Humanities and Social Sciences Infotech: Journal of Technology Information Jurnal Kajian Ilmiah JINAV: Journal of Information and Visualization Journal of Applied Data Sciences Jurnal ABDIMAS (Pengabdian kepada Masyarakat) UBJ JUDIMAS (Jurnal Inovasi Pengabdian Kepada Masyarakat) Business Review and Case Studies Journal of Students‘ Research in Computer Science (JSRCS) Jurnal Sains Teknologi dan Sistem Informasi Naratif : Jurnal Nasional Riset, Aplikasi dan Teknik Informatika Journal of Informatics and Communication Technology (JICT) Journal of Practical Computer Science (JPCS) Jurnal Pengabdian Masyarakat Information Technology (JPM ITech) Jurnal Buana Pengabdian INFORMATION SYSTEM FOR EDUCATORS AND PROFESSIONALS : Journal of Information System Universal Raharja Community (URNITY Journal) J-ABDIPAMAS (Jurnal Pengabdian Kepada Masyarakat) Jurnal Sistem Informasi Journal of Informatics and Communication Technology (JICT)
Didik Setiyadi
Program Studi Informatika, Fakultas Teknologi Dan Desain, Universitas Indonesia Mandiri
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Journal : SISFOTENIKA

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DATA MINING POTENSI AKADEMIK SISWA BERBASIS ONLINE Didik Setiyadi; Ali Nurdin
SISFOTENIKA Vol 2, No 1 (2012): SISFOTENIKA
Publisher : STMIK PONTIANAK

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (709.18 KB) | DOI: 10.30700/jst.v2i1.61

Abstract

Abstact: Problem-solving school difficulties in determining the classification of the student's academic potential can be sought through a system of student's academic potential predictive analysis. The results of predictive analysis are useful to carry out the enrichment program and the improvements program in preparation for the race of academics. Systems analysis of this prediction using data mining to determine the classification of students with academic potential classification models through techniques that form the decision tree of C4.5 algorithm. Predicted results are in the form of the rule of academic potential of students who subsequently entered into an online-based system of academic potential. The data on the student report book information academic potential of students who set and approved by the school. The rule is tested the prediction that yielding a prediction of 77.78% and then applied to other data that is testing the data as much as 20 report book data that generate 90% prediction rate. After the rules are received then put into an online-based system of academic potential. Keywords: Academic Potential Students, Data Mining, Information Systems Online, C4.5 algorithm
Co-Authors . Zulfan ., Jaenudin Abdul Holik Abdullah Arif Afrisal, Hadha Ahmad Ali Satia Ahmad Rafli Aldi Mulyana Ali Nurdin Andrian Saputra Ari Marta Tania Ari Nurul Alfian Arifin, Rita Wahyu Arviana Wulandari Atmojo, Wahyu Tisno Ayu Afidarisa Rahma Ayu Dian Kristanti Azhar Affandi B. Herawan Hayadi Bobby Reza Bobby Reza Bobby Reza Budiarto, Mukti Chusyairi, Ahmad Dahlia Widhyaestoeti Damar, Raden Ario Danu Wicaksono Darmanto, Tony Dodi Aprilianto Eka Prasetiyo, Fadilah Endang Retnoningsih Erdiwansyah Erdiwansyah Fata Nidaul Khasanah Fetty Ferawati Firhan Yudha Pratama Fithri Muliawati Fitria Rachmawati Genrawan Hoendarto Gusvita Gusvita Gusvita Gusvita Gusvita, Gusvita Hadirotussoliha Hadirotussoliha Hani Bastiawati Henderi Henderi . Herlawati Herlawati Hilmi Nur Husni Hisnil Fazri Hoga Saragih Hoga Saragih Hoga Saragih Hoga Saragih Ibrahim, Akip Maulana Imam Yunianto Indra Muis Intan Dwi Fatmaningtyas Ismail Marzuki Ismail Marzuki Ismail Marzuki Isyana Rahayu, Isyana Iwan Setiawan Jadi Suriadi Jadi Suriadi, Jadi JAENUDIN JAENUDIN JAMALUDIN Jejen Jaenudin Khoirunnisa, Mutia Kholiq Fajar, Abdul Kimseng, Ngov Kumaratih Sandradewi Kurnia, Dian Ade Leny Tritanto Ningrum Luluh Abdilah Kurniawan Manis, Siti Mariam Maya Lestari Moh. Sidik Priadana Muhamad Irvansyah Muhammad Atthalariq Muhammad Iqbal Awaluddin Muhammad Zaenal Mutaqin Munawir Munawir Mutoffar, Muhamad Malik Nada Aura Wansa Novita Br Ginting Padeli Padeli Pangestu, Yoga Prasojo, Prasojo Pratiwi Setyarini Restu Amalia Novita Reza, Boby Rita Wahyuni Rita Wahyuni Arifin Rita Wahyuni Arifin Rita Wahyuni Arifin Rita Wahyuni Arifin Rita Wahyuni Arifin, Rita Wahyuni Rizal Nanda REYNALDI Rufman Iman Akbar E Rully Pramudita Rully Pramudita Rully Pramudita Rully Pramudita Saepudin Saepudin Saludin Saludin Muis Saludin Saludin Saludin Saludin Samhana Suryati Subari Samhana Suryati Subari Samin Shadiq, Jafar Siti Aisah Sahlan Siti Nuraisah, Siti Slamet Raharjo Slamet Raharjo Sofiana, Sofa Solikin Solikin Solikin Solikin Solikin Subari, Samhana Suryati Sudarti . Sufian Sufian Sugiyatno Sugiyatno Supriyadi Supriyadi Susmanto Susmanto Swastika, Rulin Syafitri, Nadya Syahbaniar Rofiah Syukuryansyah, Ridho Tika Yuli Lestari Tony Darmanto Tony Sanjaya TRISNAWATI KUSUMAWARDHANI Umi Narimawati Untari, Dhian Tyas Uus Rusmawan Vendryo Adhitra Rahardjo Vuthy, Ith Wulandari, Arviana Yuggo Afrianto Zaki, Adnan