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All Journal Elkom: Jurnal Elektronika dan Komputer Jurnal Informatika dan Teknik Elektro Terapan Monex: Journal of Accounting Research Daya Saing : Jurnal Ilmu Manajemen Jurnal Maneksi (Management Ekonomi Dan Akuntansi) Journal of Economic, Bussines and Accounting (COSTING) IKRA-ITH Informatika : Jurnal Komputer dan Informatika JOURNAL OF APPLIED INFORMATICS AND COMPUTING Assets: Jurnal Akuntansi dan Pendidikan Martabe : Jurnal Pengabdian Kepada Masyarakat JURNAL NUSANTARA APLIKASI MANAJEMEN BISNIS Jurnal Informasi dan Komputer Jurnal Teknologi Terpadu Jurnal Pelayanan dan Pengabdian Masyarakat (Pamas) JATI (Jurnal Mahasiswa Teknik Informatika) Jurnal Ilmu Teknik dan Komputer REMIK : Riset dan E-Jurnal Manajemen Informatika Komputer Budapest International Research and Critics Institute-Journal (BIRCI-Journal): Humanities and Social Sciences Jurnal Akuntansi dan Keuangan Kontemporer (JAKK) Jurnal Sosial dan Teknologi Jurnal Ilmiah Wahana Pendidikan Jurnal Inovasi Penelitian dan Pengabdian Masyarakat JEMSI (Jurnal Ekonomi, Manajemen, dan Akuntansi) Jurnal Pengabdian Masyarakat : Pemberdayaan, Inovasi dan Perubahan J-AKSI : JURNAL AKUNTANSI DAN SISTEM INFORMASI Jurnal Akuntansi dan Keuangan JAKA (Jurnal Akuntansi, Keuangan dan Auditing) Jurnal Ilmiah MEA (Manajemen, Ekonomi, dan Akuntansi) Innovative: Journal Of Social Science Research Journals of Indonesian Multidisciplinary Research Jurnal Informatika Polinema (JIP) El-Mal: Jurnal Kajian Ekonomi & Bisnis Islam Ats-Tsaqofi: Jurnal Pendidikan dan Manajemen Islam Tepak Sirih : Jurnal Pengabdian Kepada Masyarakat Madani Atestasi : Jurnal Ilmiah Akuntansi Ihsanniat: Jurnal Pengabdian Kepada Masyarakat Jurnal DIMASTIK
Purwantoro
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Journal : Jurnal Informasi dan Komputer

 1 
PENERAPAN ALGORITMA K-MEANS DALAM KLASIFIKASI JUMLAH PENDUDUK JAKARTA SELATAN Tamba, Reynold Julian; Suharso, Aries; Purwantoro, Purwantoro
Jurnal informasi dan komputer Vol 12 No 02 (2024): Jurnal Informasi dan Komputer yang terbit pada tahun 2024 pada bulan 10 (Oktobe
Publisher : LPPM Institut Teknologi Bisnis Dan Bahasa Dian Cipta Cendikia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35959/jik.v12i02.554

Abstract

This research is a case study conducted at the Directorate General of Population and Civil Registration with the aim of grouping the population based on sub-district and gender, and the method used is the K-Means algorithm. The evaluation results using the silhouette coefficient method show that K-Means is the best algorithm because it obtained a value of 0.7774399276167493. In this study, there were 39 types of population density analyzed, of which 6 were classified as low (cluster 0), 20 were in the middle group (cluster 1), and 8 were middle group (cluster 2), and 6 were the highest (cluster 3). This research makes an important contribution in determining the amount of increase or decrease in population density each year.
Co-Authors Abduloh, Abduloh Adirakasiwi, Alpha Galih Aditya Bayu Prasetio Afrizal, Andi Afrizal, Andi Agung Durya, Ngurah Pandji Mertha Agung Rilo Pambudi Agung Susilo Yuda Irawan Ali Ridha, Azhari Alpha Galih Adirakasiwi Aminah, Fitri Andi Afrizal Andi Juandi, Muhammad Naufal Apriandi Ansori, Ahmad Insya Apriade Voutama Aqsa Raisnaldi, Yazid Aries Suharso Arip Solehudin Attin Warmi Azwar Anas Bambang Minarso, Bambang Basthanda, Fahrevi Dwiputra Bustanul Arifin Cahyani, Sulis Regita Carudin, Carudin Dona, Dona E Haodudin Nurkifli Elfrida Ratnawati Ely Safrinawati, Ersa Enny Susilowati Mardjono Enri, Ultach Entot Suhartono Fadhli Adam, Muhammad Fadlurrahman Muchdyansyah, Raihan Fahri Pahrudin, Adithia Farros Dhana Rahardian, Farros Dhana Rahardian Fatmawati, Ira Maulidya Garno garno, Garno H. S, Dian Festiana Hasbi, Billy Ibrahim Hidayat, Ibnu Nur Hidayatullah, Haikal Husain, Ibrohim Hutahaean, Jonatan Iqbal Maulana Iqbal Mubarok, Muhammad Ira Septriana, Ira Irawan, Agung Susilo Yuda Irfan Maulana Irfan Istiqomah, Meila Rizki Jamaludin, Asep Juli Ratnawati Laela Laela LILIS SETYOWATI Luthfi Khairullah, Muhammad Maulana, Mukhamad Taufiq Melati Oktafiyani Moh. Ulumuddin Moza Latisya Riswadi Nabila Putri, Shinfi Ngurah Pandji Mertha Agung Durya Nirwasita, Nirwasita Nugraha Dimyati, Akbar Nugraha, Ayu Oktavia nurlaila choirina, rachma Nurul Iman, Ihsan Pebrilliestyo Ridwan, Fathan Pratiwi, Fauzun Gilar Putro, Irfan Sriyono Rahma Kurniawati Rahmayadi, Andhika Putra Utama Ramadhani Pri Haryoga, Adrian Rina Ari Rohmah Riswandi, Moza Latisya Rizal, Adhi Rizkia, Alifka Rohmah, Rina Ari Salma Nurhaliza Putri Salsabila, Sarah Santosa, Muhammad Rafi Saputra, Dian Festiana Hadi Saputro, Raihan Akbar Setiawan, Fikri Maulana Sofiana Lestari, Silfa Sugihartanto, Elizabeth Angelina Noer Suha, Anna Lathifah Sulis Regita Cahyani Surya Gemilang, Wahyu Susilo Yuda Irawan, Agung Tamba, Reynold Julian Taupik Ramdan, Wanda Triono, Hermawan Umaidah, Yuyun Warmi, Attin Wikan Isthika, Wikan Wilandini, Destaria Yudi Sobari, Mochamad Yuniar, Alvi Yusrifa Satriani Atmi Mustakim Yusuf, Dadang Yusup, Dadang