Klasterisasi KabupatenKota di Jawa Barat Berdasarkan Tingkat Kenyamanan dengan Metode K-Means Clustering

  • Amalia Nur Alifah Institut Teknologi Telkom Surabaya
  • Helisyah Nur Fadhilah Institut Teknologi Telkom Surabaya
  • Thesion Marta Sianipar Institut Teknologi Telkom Surabaya
DOI: https://doi.org/10.33005/senada.v2i1.38
Keywords: comfort, expenditure, K-Mean, population density

Abstract

The level of comfort for living in an area is one aspect that determines the community's decision to live in a Regency/City, including Regency/City in West Java. Indicators of population density, per capita income, and regional minimum wages are some of the indicators that can be used to determine the level of comfort to live in an area. The method used in this research is K-Means Clustering. This clustering will group Regency/City in West Java into 3 different groups so that each Regency/City in the same cluster has the same characteristics of population density, per capita expenditure, and the same regional minimum wage. This research is expected to provide a reference for the government in making policies. In addition, the people can also use the results of this clustering as a reference to determine which Regency/City they want to serve as a place to live.

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Published
2022-11-29
How to Cite
Alifah, A., Nur Fadhilah, H., & Marta Sianipar, T. (2022, November 29). Klasterisasi KabupatenKota di Jawa Barat Berdasarkan Tingkat Kenyamanan dengan Metode K-Means Clustering. PROSIDING SEMINAR NASIONAL SAINS DATA, 2(1), 30-38. https://doi.org/https://doi.org/10.33005/senada.v2i1.38
Issue
Vol 2 No 1 (2022): Prosiding Seminar Nasional Sains Data
Section
Articles