PENERAPAN METODE K-MEANS UNTUK PENGELOMPOKKAN KABUPATEN/KOTA DI PROVINSI SUMATERA UTARA BERDASARKAN INDIKATOR INDEKS PEMBANGUNAN MANUSIA

  • Horainim Sibarani Program Studi Teknik Informatika STIKOM Tunas Bangsa Pematangsiantar
  • Solikhun Program Studi Teknik Informatika STIKOM Tunas Bangsa Pematangsiantar
  • Widodo Saputra Program Studi Teknik Informatika STIKOM Tunas Bangsa Pematangsiantar
  • Indra Gunawan Program Studi Teknik Informatika STIKOM Tunas Bangsa Pematangsiantar
  • Zulaini Masruro Nasution Program Studi Teknik Informatika STIKOM Tunas Bangsa Pematangsiantar

Abstract

Human development is a major goal to measure the success of a country. One of the important aspects to measure the level of human development is a society that is superior in terms of quantity and quality, then viewed from the three dimensions of life, namely life opportunities, knowledge, and a decent life. This study discusses the use of the k-means algorithm to group districts/cities in North Sumatra based on the similarity of regional characteristics in terms of four measures of the Human Development Index (IPM). The four measures are Life Expectancy (AHH), Literacy Rate (AMH), Average Length of Schooling (RLS), and Expenditure Per Capita (PPK). Based on the Human Development Index, Life Expectancy, Literacy Rate, Average Years of Schooling and Per Capita Expenditure figures, it is concluded that there are significant differences.

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Published
2022-03-06