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Abdulloh Hamid
Disdik SMPN1 Sukolilo
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Journal : Journal of Mathematics, Computation and Statistics (JMATHCOS)

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Implementasi K-Means pada Klasterisasi Jenis Disabilitas Dwiana, Fadiah Irine; Utami, Wika Dianita; Hamid, Abdulloh; Sriasih
Journal of Mathematics, Computations and Statistics Vol. 6 No. 1 (2023): Volume 06 Nomor 01 (April 2023)
Publisher : Jurusan Matematika FMIPA UNM

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Abstract

Disability need assistance from the authorities to support the activities of persons with disability. Types of disability include physical disability, visual impairment, speech impairment and mental disorders. This study goal of this study to cluster disability per sub-district in Sidoarjo Regency by type of disability using the K-Means method. The data used is data on the number of disability in Sidoarjo Regency from January to August 2022. This cluster analysis produces four optimal clusters with the highest silhouette coefficient value of 0.33. The results of the analysis of this study formed 4 clusters in the first cluster, namely 4 sub-districts with a very high number of disability, the second cluster, namely 4 sub-districts with a high number of disabilitys, the third cluster only 1 sub-district with a moderate number of disabilitys, the fourth cluster, namely 5 sub-districts with a low number of disability.
Co-Authors Abdul Muqsith, Miftahul Khair Achmad Muhibin Zuhri Ahmad Hanif Asyhar Al Hana, Rudi Alim, Adam Ahmad Syahrul Ambadar, Panreshma Rizkha Andriyani, Santi Andriyani, Santi Aprilianto, Muhammad Awwaludin Ardelia, Nita Arif Ainur Rofiq, Arif Ainur Aris Fanani Ariyanto Wijaya, Indra Ariyanto, Dimas darwis darwis, darwis Dianita Utami, Wika DWI SURYANTO Dwiana, Fadiah Irine Hadi, Mohamad Samsul Hamidah, Isna Hani Khaulasari Haq, Dina Zatusiva Hasani, Ahmad Hidayatulloh, Nur Husniyatus Salamah Zainiyati Ismail Ismail Izzatul Aliyyah Khasanah, Rofina Muti'atun Khaudli, M. Imam Laila, Azzah Nur Laila, Siti Alfin Nur Masruroh Kusman, Umi Moh. Hafiyusholeh munir, very misbahul Mustaghfirah, Walidatul Nafi'ah Darojat, Umi Sarah Nafis, Urwatun Nanang Widodo Ningrum, Annisa Eka Ayu Cahya NISWATIN, KHOIRUN Novitasari, Dian C Rini Nur Aulia, Shofinatul Wahdah Nurissaidah Ulinnuha Prasetijo, Dono Putroue Keumala Intan Salehuddin, Mohammad Sari, Dian Candra Rini Novita Sari, Firda Yunita Sari, Lia Puspita Siti Aimah Siti Nur Azizah, Siti Nur Solly Aryza Sriasih Sufriyah, Lailiyatus Tamwifi, Irfan Umam, Ahmad Za'imul Wasyik, Torikhul Wika Dianita Utami Winarto Eka Wahyudi, Winarto Eka Yuliati, Dian Yuliawanti, Felia Dria Yusuf Ababil, Achmad Fachril