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All Journal Syntax Jurnal Informatika Sinkron : Jurnal dan Penelitian Teknik Informatika Jurnal Pilar Nusa Mandiri Informatics for Educators and Professional : Journal of Informatics Information Management For Educators And Professionals (IMBI) Jurnal Teknik Informatika STMIK Antar Bangsa JITK (Jurnal Ilmu Pengetahuan dan Komputer) INTI Nusa Mandiri Systematics JATI (Jurnal Mahasiswa Teknik Informatika) Reputasi: Jurnal Rekayasa Perangkat Lunak JUSTIN (Jurnal Sistem dan Teknologi Informasi)
Esty Purwaningsih
Universitas Bina Sarana Informatika
Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Engineering Library & Information Science Other

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Journal : Information Management For Educators And Professionals (IMBI)

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Implementasi Metode K-Means Clustering Dengan Davies Bouldin Index Pada Analisis Faktor Penyebab Perceraian Esty Purwaningsih; Ela Nurelasari
INFORMATION MANAGEMENT FOR EDUCATORS AND PROFESSIONALS : Journal of Information Management Vol 7 No 2 (2023): INFORMATION MANAGEMENT FOR EDUCATORS AND PROFESSIONALS (JUNI 2023)
Publisher : Penelitian dan Pengabdian Masyarakat Universitas Bina Insani

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51211/imbi.v7i2.2307

Abstract

Basically, divorce is the release of the marital relationship between partners. In this country, the number of divorce cases has reached its peak in the last six years. Many reasons can lead to divorce, such as financial problems, leaving a partner, domestic violence, or polygamy. In this study, the K-Means clustering method, which is assisted by the Davies Bouldin index, shows an advantage in solving clustering problems. Rapid Studio software is used to process secondary data. The data were tested with the values k=3, k=5, and k=7. The results showed that the k=3 group obtained a value of -0.419, the k=5 group obtained a value of -0.423, and the k=7 group obtained a value of -0.337. Thus, it can be concluded that the K-Means clustering method using the Davies Bouldin index has a value of k=7, which is the best cluster compared to the values of k=3 and k=5. The following clusters were generated from research conducted on the K-Means method with a value of k = 7 using the Davies Bouldin Index: Cluster_0 consists of "Provinsi Jawa Barat", Cluster_1 consists of "Kota Tasikmalaya", Custer_2 consists of "Cirebon" and "Indramayu", Cluster_3 consists of "Tasikmalaya", "Kuningan" and "Subang", Cluster_4 consists of "Bogor", "Cianjur", "Sumedang"
Co-Authors Aditia Darmawan Algani, Ahmad Diah Ayu Maulida Wati Diah Puspitasari Ela Nurela Sari Ela Nurela Sari Ela Nurelasari Junian Tamba, Hiskia Magdalena Gire Namang Ridwansyah Ridwansyah Santoso Setiawan