PENERAPAN ANALISIS KLASTER HIERARKI UNTUK PENGELOMPOKAN KABUPATEN/ KOTA DI PROVINSI MALUKU BERDASARKAN STATUS PENDIDIKAN

  • Novita Serly Laamena Universitas Pattimura
  • Taufan Talib Universitas Pattimura
Keywords: hierarchical cluster analysis, single linkage, average linkage, ward’s educational status

Abstract

One of the main goals of education is to develop potential and to educate individuals. Education is an effort to help the souls of students both physically and mentally towards a better human civilization. This research was conducted to group districts/cities in Maluku province based on educational status using hierarchical cluster analysis with the single linkage, average linkage and ward's methods. The results showed that clustering using the single linkage and average linkage methods was almost the same, while clustering using the ward's method had quite different results. Clustering using the single linkage and average linkage methods shows that Ambon city is the only city that always has its own cluster and does not join other districts/cities. This shows that the city of Ambon has an education status that is quite different from other districts/cities in Maluku Province. Regencies/cities that are always in the same cluster, namely cluster 1, both in the single linkage method, average linkage and the ward's method are Tanimbar Islands Regency, Southeast Maluku Regency, Central Maluku Regency and Tual City

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References

Alwi W, Hasrul M. (2018). Analisis klaster untuk pengelompokkan kabupaten/kota di provinsi sulawesi selatan berdasarkan indikator kesejahteraan rakyat. Jurnal MSA (Matematika dan Statistika serta Aplikasinua) 6(1):35: Makassar: UIN Alaudin Makassar

Gujarati, D. N. (2003). Basic Econometrics. Third Edition. Mc.Graw-Hill: Singapore.

Johnson. (2007). Applied Multivariate Statistical Analysis. USA: Pearson Education International

Johnson, R. A. dan Wincern, D. W. (1982). Applied Multivariate Statistical Analysis. New Jersey: Prentice Hal, Inc.

Lintong, Rocky, Yohanes A. R. Langi, & Charles E. Mongi. 2019. Penerapan Analisis Faktor Terhadap Kualitas dan Kepuasan Pelayanan Pasien Rumah Sakit TK-II R.W Mongisidi. Jurnal Matematika dan Aplikasi, Vol. 9, No. 1, pp. 24-30.

Putri R, Widodo E. (2017). Analisis klaster hierarki untuk pengelompokkan kabupaten/kota di jawa tengah berdasarkan indikator indeks pembangunan manusia (IPM) tahun 2015. Prosiding SI MaNIs (Seminar Nasional Integrasi Matematika dan Nilai Islami) Vol.1, No.1, Juli 2017, 229-239: Yogyakarta: Universitas Islam Indonesia

Rahmawati L. (2013). Analisis kelompok dengan menggunakan Metode Hierarki untuk pengelompokan kabupaten/kota di jawa timur berdasarkan indikator kesehatan. Published Thesis: Malang: Universitas Negeri Malang

Usman Husaini (2013). Manajemen Teori, Praktik dan Riset Pendidikan. Jakarta: Bumi Aksara

Published
2023-06-06
How to Cite
Laamena, N., & Talib, T. (2023). PENERAPAN ANALISIS KLASTER HIERARKI UNTUK PENGELOMPOKAN KABUPATEN/ KOTA DI PROVINSI MALUKU BERDASARKAN STATUS PENDIDIKAN. Science Map Journal, 5(1), 10-18. https://doi.org/10.30598/jmsvol5issue1pp10-18