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Hendrawan Hendrawan
Institut Teknologi Bandung
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Journal : building of informatics technology and science

 1 
Penerapan Algoritma K-Means clustering Untuk Mengelompokkan Provinsi Berdasarkan Banyaknya Desa/Kelurahan Dengan Upaya Antisipasi/Mitigasi Bencana Alam Pratama, Yovi; Hendrawan, Hendrawan; Rasywir, Errissya; Carenina, Babel Tio; Anggraini, Dila Riski
Building of Informatics, Technology and Science (BITS) Vol 4 No 3 (2022): December 2022
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v4i3.2549

Abstract

Natural disasters are one of the natural phenomena that threaten human survival. The negative impacts can be in the form of material or non-material losses. However, with the ability to recognize the early symptoms of a disaster, humans can prepare themselves for disaster. Application of the K-Means clustering Algorithm in Grouping Provinces Based on the Number of Villages / Sub-districts with Anticipation / Mitigation Efforts for Natural Disasters Using the WEKA Application. The data sources for this research were collected based on documents describing the Number of Villages/ Urban According to Natural Disaster Anticipation/Mitigation Efforts produced by the National Statistics Agency. The data used in this study is provincial data which consists of 34 provinces. There are 4 variables used, namely Natural Disaster Early Warning System, Tsunami Early Warning System, Safety Equipment, Evacuation Path. The data will be processed by clustering in 2 clusters, namely clusters with high anticipation/mitigation levels and low anticipation/mitigation levels. The results obtained from the assessment process are that there are 5 (14.71 %) provinces with a high level of anticipation/mitigation and 29 (85.29%) other provinces including a low level of anticipation/mitigation. This can be an input for the government to pay more attention to the Village/Kelurahan based on the clusters that have been carried out
Co-Authors Achmad Achmad Adillah, Rifda Adit Kurniawan Agung Harsoyo Agus Setiabudi Ahmad Sofan Ansor, Ahmad Sofan Ahyani, Ahyani Ali Maulida Amir Husaini Karim Amrullah Andriyan B. Suksmono Anggita, Nanda Anggraini, Dila Riski Annifah, Riri Uswatun Ardelia, Aya Sofia Ardiansyah, Ardiansyah Arief Syaichu-Rohman Arief Syaichu-Rohman Arneta, Arneta Asep Kadarohman Asep Najmurrokhman Ashfiya, Putri Sayyida Ayu Rosyida Zain Aziz, Hafiz Aji Azwan, Ahmad Bambang Riyanto Trilaksono Barkah, M. Riana Barnawi, Barnawi Basuki Y. Iskandar Basyaruddin, Muh Budi Rahardjo Budiman Anwar Bustanul Arifin Carenina, Babel Tio Carmadi Machbub Christoporus, Christoporus Cipta Endyana Dasril Dasril Debi Yustisia, Wa Ode Eli Hendrik Sanjaya Errissya Rasywir Fadli Rahman, Fadli Febri Hirnawan Firna, Firna Fitri Khoerunnisa Fitri, Andi Fitri Florentina Maria Titin Supriyanti Gantini, Tuti Harahap, Ahmad Saleh Hariyanto, Andi Heri Sulistiyono, Heri Iasha, Yurin Karunia Apsha Albaina Iasya, Yurin Karunia Apsha Albaina Ida Hamidah Ida Wahidah Hamzah Ijang Rohman Iqbal Musthapa Iskandar Iskandar Ismail Ismail Isnaeni Isnaeni Istikmal Istikomah Istikomah itriyani, Nur Juhaedi, Edi Kamaruddin, Harni Sartika Khumaedilah, Thakfif KUSPRIYANTO Lathifah, Siti Maulani Latukau, Fikry Lisdayanti, Nur M. Sigit Arifianto Maemonah, Maemonah Maharani, Brigitta Stacia Mahmudah, Eneng Muhallim, Muhlis Muhammad Dani MUHAMMAD HARIS Muhammad Syihabuddin Taufiq Muhiran, Muhiran Muntako, Muntako Naasyiah, Rifdah Nadila, Gesti Noviana, Tia Nurasih, Siti Nurhayati, Mita Nurhidayatulloh, Nurhidayatulloh Nursaid Rizalullael, Muh. Pareza Alam Jusia, Pareza Alam PRACOYO, ATAS Pradjoko , Eko Pranoto Hidaya Rusmin Pranoto Rusmin, Pranoto Prastio, M. Adam Ragil Qiansantang, Lalu Rahmatullah Rahmatullah Rahmi, Marisa Rahmiati Rahmiati Rofi’i, Imam Rosdiana Rosdiana Rosi Oktiani Saepurrohman9, Riki Salasa, Danie Salehudin, Salehudin Samun Haris Satiadharmanto, Deddi Fasmadhy Selasdini, Vidya Setia, Agung Shatrya, Maulana Siregar, Lidya Marsaulina Siti Aisyah Sofia Naning Hertiana Soja Siti Fatimah Sri Lestari Sri Mulyani Suhardin Suhardin, Suhardin Suhono H. Supangkat Sulaeman, Lina Sulisetijono Sulisetijono Suratno, Eddy Syuhada, Rahmad Tati Latifah R. Mengko Tri Cahyadi Triwulan, Novy Ubaydillah, Ragil Udjianna Sekteria Pasaribu Unang Wahidin, Unang Undang Mardiana Veronica Windha Mahyastuty Wahyu Agung Sakti, Lalu Wahyudi Wahyudi Wahyudi, Muh.Diki Warnoto Warnoto Widiyanti, Silvia Widodo, Yuda Yaya Sonjaya Yovi Pratama Yudha Purwanto Yudiana, Pina Yuliani, Galuh Yunita Rakhmawati Zain, Ayu Rosyida Zaskya Wati, Wa Ode