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Baso, Budiman
Universitas Timor
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Journal : Journal of Mathematics, Computation and Statistics (JMATHCOS)

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Identifikasi Sebaran Karakteristik Kriminal di Indonesia Tahun 2021 Menggunakan Model-Based Clustering Chrisinta, Debora; Gelu, Leonard Peter; Baso, Budiman
Journal of Mathematics, Computations and Statistics Vol. 5 No. 2 (2022): Volume 05 Nomor 02 (Oktober 2022)
Publisher : Jurusan Matematika FMIPA UNM

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Abstract

Crime is an aspect that affects the smooth running of the economy in society. The importance of the government's role in minimizing the occurrence of crime can be done by knowing the distribution of criminal characteristics in each province. The Model-Based Clustering method can help identify these characteristics. The Clustering process is carried out by ensuring that the distribution of variables is close to the normal distribution as seen from the QQplot and the independence of variable. The results of the Clustering show that there are two characteristics of criminality that are spread across the province of Indonesia. Identify the characteristics of the distribution of crime using the average value in each of the optimal clusters that have been obtained. The first cluster shows the distribution of 16 provinces with lower crime categories, while the second cluster shows the distribution of 18 provinces with high crime categories.
Co-Authors Achmad, Fariz Akhyar, Ramaulvi Muhammad Alfonsus Jefri Oematan Anastasia Kadek Dety Lestari Arisandi, Diki Avin Nahak Ayaq, Siriakus Lalang L Aziz, Syaefudin Banusu, Junita Banusu, Junita Gregoria Benu, Luky Wandika Bere, Mery Ernawati Biandina Meidyani Bukifan, Priska Vianey Chrisinta, Debora Conceicao, Oswaldo Da Crisintha, Debora Egas De Jesus Martins Corbafo Eko, Yulita Eli , Maria Yuliana Fetronela Rambu Bobu Gelu, Leonard Peter Gelu, Leonard Peter Getrudis Mali, Matilde Haeruddin Herlina Ullu, Hevi Hernur Yoga Priyambodo Hevi Herlina Ullu Hevi Herlina Ullu Irit Maulana Sapta Kabut, Stefanus Kolo, Yesualda Rogeria Korbaffo, Yesus Armiro Kristoforus Fallo Leonard P. Gelu Leonard Piter Gelu Lestari, Anastasia Kadek Dety Lisnahan, Charles V. Luky Wandika Benu Manane, Desmon R. Manane, Desmon Redikson Manek, Patricia G. Manek, Patricia Gertrudis Maneno, Regolinda Manikin, Josep Antonius Maria Yuliana Eli Mudjur, Elisabeth Lusyanti Muhammad Akhyar, Ramaulvi Nababan, Darsono Nanik Suciati Nurul Huda Nurul Huda Patricia Gertrudis Manek Renaldi Yulvengki Kolloh Risald Risald Rizald Saniyatul Mawaddah Selan, Yokmiawanti Sitorus, Detson Ray Halomoan Suni, Guido Adolfus Sutal, Dominika Muti Syaefudin Aziz Tey Seran, Krisantus Jumarto Ullu, Hevi Herlina Usfinit, Katarina D.M Valeriano Fajar Alexandro Nipu Willy Sucipto Willy Sucipto Yasinta O.L Rema Yayu Ulfaningsi Subagio Yeremia, Elfira Yeremias Lake Yohanes D B Pay Yohanes D. B Pay Yoseph Pius Kurniawan Kelen Yunita, Elisa