Information Management For Educators And Professionals (IMBI)
Vol 7 No 2 (2023): INFORMATION MANAGEMENT FOR EDUCATORS AND PROFESSIONALS (JUNI 2023)

Implementasi Metode K-Means Clustering Dengan Davies Bouldin Index Pada Analisis Faktor Penyebab Perceraian

Esty Purwaningsih (Unknown)
Ela Nurelasari (Unknown)



Article Info

Publish Date
29 Jun 2023

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"

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Journal Info

Abbrev

IMBI

Publisher

Subject

Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Engineering Other

Description

INFORMATION MANAGEMENT FOR EDUCATORS AND PROFESSIONALS merupakan jurnal ilmiah yang diterbitkan oleh Program Studi Manajemen Informatika STMIK BINA INSANI. Jurnal ini berisi tentang karya ilmiah hasil penelitian yang bertemakan: Networking, Aplikasi Sains, Animasi Interaktif, Pengolahan Citra, ...