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Klusterisasi Penyandang Masalah Kesejahteraan Sosial (PMKS) Di Kabupaten Bojonegoro Menggunakan Algoritma K-Medoids

KUBIK: Jurnal Publikasi Ilmiah Matematika · Vol. 7 No. 2 (2023) · hlm. 78–87

DOI
10.15575/kubik.v7i2.21653
ISSN
2686-0341, 2338-0896
Terbit
2023-06-05
Penerbit
Department of Mathematics, Faculty of Science and Technology, UIN Sunan Gunung Djati Bandung
Bahasa
ind

Abstrak

Persons with Social Welfare Problems (PMKS) are individuals, community groups, or families who cannot adequately and properly meet their economic, physical, mental, and social needs, both spiritually and physically, because of an obstacle, difficulty, or disturbance. This study aimed to classify sub-districts in Bojonegoro Regency based on the level of social welfare problems using the K-Medoids Clustering (PAM) Analysis method. There are 2 clusters formed with an Average Silhouette of 0.73. Cluster 1 is a sub-district group with common social welfare problems, and Cluster 2 is a sub-district group with high social welfare problems. Each silhouette value of the cluster is 0.74 and 0.70 with the specifications of a well-formed and strong structure.

Kata kunci

Jaringan kolaborasi para penulis

23 penulis · 52 tautan kepenulisan bersama · 8 lintas organisasi

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  • UIN Sunan Ampel Surabaya
  • Politeknik Elektronika Negeri Surabaya
  • Meteorological, Climatological, And Geophysical Agency
  • Institut Agama Islam Negeri Kendari
  • Afiliasi tidak diketahui
  • Organisasi berbeda
  • Organisasi sama
  • Afiliasi tidak diketahui
  • Garis lebih tebal = lebih banyak artikel bersama · lingkaran lebih besar = lebih banyak artikel
Tampilkan sebagai tabel
Rekan penulisOrganisasiArtikel bersama
Moh. HafiyusholehUIN Sunan Ampel Surabaya2
Halimatus Sa’dyahPoliteknik Elektronika Negeri Surabaya1
Nilna AlmumtazahUIN Sunan Ampel Surabaya1
Muhammad Sahrul KiromiUIN Sunan Ampel Surabaya1
Yuniar FaridaUIN Sunan Ampel Surabaya1
Ida PurwantiUIN Sunan Ampel Surabaya1
Dian Candra Rini NovitasariUIN Sunan Ampel Surabaya1
Fajar SetiawanMeteorological, Climatological, And Geophysical Agency1
Risma Madurahma PutriUIN Sunan Ampel Surabaya1
Ahmad Hanif AsyharUIN Sunan Ampel Surabaya1
Wika Dianita UtamiUIN Sunan Ampel Surabaya1
Shafa Fitria Aqilah KhansaUIN Sunan Ampel Surabaya1
Fery FirmansyahAfiliasi tidak diketahui1
Hani KhaulasariUIN Sunan Ampel Surabaya1
Yanuwar ReinaldiUIN Sunan Ampel Surabaya1
Ery Fuji RisnawatiUIN Sunan Ampel Surabaya1
Abdulloh HamidUIN Sunan Ampel Surabaya1
Siti Aulia AisyahInstitut Agama Islam Negeri Kendari1
Jiphie Gilia IndriyaniUIN Sunan Ampel Surabaya1
Firda Yunita SariUIN Sunan Ampel Surabaya1

Afiliasi berasal dari OpenAlex; metadata OAI-PMH jurnal tidak memuatnya. Penulis tanpa ID OpenAlex dicocokkan berdasarkan nama, sehingga dua orang bisa tergabung atau satu orang bisa terpisah.

Sumber metadata: OAI-PMH (metadata jurnal) https://journal.uinsgd.ac.id/index.php/kubik/oai, pertama di-harvest 7 Nov 2026, terakhir terlihat 8 Nov 2026.
Metadata asli (oai_dc) 
<oai_dc:dc xmlns="http://www.openarchives.org/OAI/2.0/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/  http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
	<dc:title xml:lang="id-ID">Klusterisasi Penyandang Masalah Kesejahteraan Sosial (PMKS) Di Kabupaten Bojonegoro Menggunakan Algoritma K-Medoids</dc:title>
	<dc:creator>Syafaqoh, Elisa</dc:creator>
	<dc:creator>Ulinnuha, Nurissaidah</dc:creator>
	<dc:creator>Hakim, Lutfi</dc:creator>
	<dc:subject xml:lang="id-ID">Clustering</dc:subject>
	<dc:subject xml:lang="id-ID">K-Medoids</dc:subject>
	<dc:subject xml:lang="id-ID">PMKS</dc:subject>
	<dc:subject xml:lang="id-ID">Silhouette Coefficient</dc:subject>
	<dc:description xml:lang="id-ID">Persons with Social Welfare Problems (PMKS) are individuals, community groups, or families who cannot adequately and properly meet their economic, physical, mental, and social needs, both spiritually and physically, because of an obstacle, difficulty, or disturbance. This study aimed to classify sub-districts in Bojonegoro Regency based on the level of social welfare problems using the K-Medoids Clustering (PAM) Analysis method. There are 2 clusters formed with an Average Silhouette of 0.73. Cluster 1 is a sub-district group with common social welfare problems, and Cluster 2 is a sub-district group with high social welfare problems. Each silhouette value of the cluster is 0.74 and 0.70 with the specifications of a well-formed and strong structure.</dc:description>
	<dc:publisher xml:lang="en-US">Department of Mathematics, Faculty of Science and Technology, UIN Sunan Gunung Djati Bandung</dc:publisher>
	<dc:date>2023-06-05</dc:date>
	<dc:type>info:eu-repo/semantics/article</dc:type>
	<dc:type>info:eu-repo/semantics/publishedVersion</dc:type>
	<dc:type xml:lang="en-US">Peer-reviewed Article</dc:type>
	<dc:format>application/pdf</dc:format>
	<dc:identifier>https://journal.uinsgd.ac.id/index.php/kubik/article/view/21653</dc:identifier>
	<dc:identifier>10.15575/kubik.v7i2.21653</dc:identifier>
	<dc:source xml:lang="en-US">KUBIK: Jurnal Publikasi Ilmiah Matematika; Vol. 7 No. 2 (2022): KUBIK: Jurnal Publikasi Ilmiah Matematika; 78-87</dc:source>
	<dc:source xml:lang="id-ID">KUBIK; Vol 7 No 2 (2022): KUBIK: Jurnal Publikasi Ilmiah Matematika; 78-87</dc:source>
	<dc:source>2686-0341</dc:source>
	<dc:source>2338-0896</dc:source>
	<dc:source>10.15575/kubik.v7i2</dc:source>
	<dc:language>ind</dc:language>
	<dc:relation>https://journal.uinsgd.ac.id/index.php/kubik/article/view/21653/9018</dc:relation>
	<dc:rights xml:lang="en-US">Copyright (c) 2023 Elisa Syafaqoh, Nurissaidah Ulinnuha, Lutfi Hakim</dc:rights>
</oai_dc:dc>