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Implementasi Algoritma K-Means Clustering Dalam Penilaian Kedisiplinan Siswa Qorik Indah Mawarni; Eko Setia Budi
Jurnal Sistem Komputer dan Informatika (JSON) Vol. 3 No. 4 (2022): Juni 2022
Publisher : Universitas Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/json.v3i4.4242

Abstract

Education has a very important role for students, not just potential but noble character in the form of discipline, therefore it is necessary to group each school based on student discipline. Implementing a clustering system with the K-means method which is used to classify and determine the value of student discipline which produces a clustering output of student discipline that is beneficial for the school to prevent students from misbehaving early on. Analysis of data needs used in this study in the form of primary data obtained from a questionnaire given to students. The attributes used are presence, neatness and behavior. Student discipline assessment can be carried out using the k-means clustering method. This study applies the K-Means clustering algorithm method using Microsoft Excel 2013 and Orange which performs the data mining process. The results of the research implementation of the k-means clustering algorithm in student disciplines are divided into three clusters. From a sample of 133 students, 41 students were included in cluster one (C1), then 33 students were included in the second cluster (C2), and 59 students were included in cluster three (C3). The results of grouping the level of student discipline using the k-means method can be used as a reference or assessment of the discipline of each student. 
Co-Authors Abdul Rahman Kadafi Abdul Rahman Kadafi Abdul Rahman Kadafi Abdul Rahman Kadafi Abdul Rahman Kadafi Abdul Rahman Kadafi Abdul Rahman Kadafi Achmad Faisal Ade Priyatna Ade Sutrisna Afika Kurnia Dewi Agit Rian Rohmadan Agung Primahadi Asta Agung, Galih Mifta Agustin Ria Pratiwi Agustina, Menik Anna Ahmad Anshori Ardani Ahmad Fio Nugraha Alby Sukmana Alfin Nugraha Andi Taufik Anggata, Aprio Riska Anggraeni, Yulianti Aprilia Dimas Aprilia Dimas Sahid Arifa Nofriyaldi Chan Besus Maula Sulthon Besus Maulana Budi Setiyanto Chaerul Bachri Cipta M Pasaribu Damar Nugraha Darmawan Desy Sasqia Putri Dewi Rosmayanti Dewi, Triyana Dina Faisha Dito Tri Ardana Dwi Satria Nugraha Eva Zuraedah Eva Zuraidah Eva zuraidh Fadila S Ismail Fajar, Indra Muchamad Firmansyah, Ilhan Fitriyani Fitriyani Fitriyani Pramitasari Ghifary Rafy Pratama Guidio Leonarde Ginting Hariska, Elvia Hary Juni Kurniawan Herliansyah Herliansyah Ipin Sugiyarto Ipin Sugiyarto Iqbal Ubaidillah Istiana Wahidah Jajang Abdul Jabar Jodi Setiawan Kadafi, Abdul Rahman Kenji Ferdian Santosa Krishandi, Septa Remond Kusmanto Kusmanto Mega Mustika Melati Meyti Lestari Mochammad Randika Mohammad Aswad Arifin Muh. Arif Fauzi Idris Muhamad Ifan Nuriyana Muhamad Irfan Muhammad Rizki Muhammad Sudiyanto Nasya Putri Restyarna Nur Fadillah, Nur Nursalim, Fredrika Irmanielyn Perwitasari, Ayu Prana Yoga Prilly Priscillia Alda Prista Eriyanti Putra Ariyanto Putra, Raden Bagus Dimas Qorik Indah Mawarni Raden Bagus Dimas Putera Raden Bagus Dimas Putra Raden Bagus Dimas Putra Raden Bagus Dimas Putra Raden Bagus Dimas Putra Rana, Dipo Yudhis Randi Fadillah Ratih Kumala Sari Retno Widianingsih Rizky Maulana Ambya Robby Sallam Robi Aziz Zuama Rohili Rohili Roris, Renaldi Putra Rusmanhadi Nugroho Said Ahmadi Samsir Samsir, Samsir Sanwani Sanwani Sanwani SANWANI SANWANI, SANWANI Sindi Dwi Wahyuni Siti Indriane Maebari Siti Indriane Maebari Sudrajat, Ridwan Sugeng Sutiarso Sugiyanti Sugiyanti Sugiyarto, Ipin Vitria Margharet Wandani, Putri Yolanda Yamin Nuryamin Yasdi Kharismawan Yeni Nuraeni Yoki Feriano Yustiyanto Zahra Rashifah Zakaria Maulana Arif