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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) · pp. 78–87

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

Abstract

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.

Keywords

Collaboration network of the authors

27 authors · 56 co-authorship links · 7 across different organisations

Hover or tap a name to highlight its co-authors. Double-click to open the author's page.

  • UIN Sunan Ampel Surabaya
  • Politeknik Elektronika Negeri Surabaya
  • Meteorological, Climatological, And Geophysical Agency
  • Universitas KH. A. Wahab Hasbullah
  • Affiliation unknown
  • Different organisations
  • Same organisation
  • Affiliation unknown
  • Thicker line = more joint articles · bigger circle = more articles
Show as table
Co-authorOrganisationJoint articles
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 FirmansyahAffiliation unknown1
Hani KhaulasariUIN Sunan Ampel Surabaya1
Yanuwar ReinaldiUIN Sunan Ampel Surabaya1
Ery Fuji RisnawatiAffiliation unknown1
Siti AisyahAffiliation unknown1
Abdulloh HamidAffiliation unknown1
Jiphie Gilia IndriyaniAffiliation unknown1
Firda Yunita SariAffiliation unknown1
Nanang QosimUniversitas KH. A. Wahab Hasbullah1
Ali Sai'inAffiliation unknown1
Ratna MonasariAffiliation unknown1
Zakki F. EmzainAffiliation unknown1

Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.

Metadata source: OAI-PMH (metadata jurnal) https://journal.uinsgd.ac.id/index.php/kubik/oai, first harvested 7 Nov 2026, last seen 8 Nov 2026.
Original metadata (oai_dc) 
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	<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>