{"id":"https://openalex.org/W7217397261","doi":null,"title":"Tipologi Kecamatan di Kota Palu Berdasarkan Karakteristik Demografi dan Ketersediaan Fasilitas Pelayanan Dasar Menggunakan Algoritma K-Means Clustering: Typology of Sub-districts in Palu Based on Demographic Characteristics and Availability of Basic Service Facilities Using the K-Means Clustering Algorithm","display_name":"Tipologi Kecamatan di Kota Palu Berdasarkan Karakteristik Demografi dan Ketersediaan Fasilitas Pelayanan Dasar Menggunakan Algoritma K-Means Clustering: Typology of Sub-districts in Palu Based on Demographic Characteristics and Availability of Basic Service Facilities Using the K-Means Clustering Algorithm","publication_year":2025,"publication_date":"2025-11-29","ids":{"openalex":"https://openalex.org/W7217397261"},"language":"en","primary_location":{"id":"pmh:oai:jurnal.unismuhpalu.ac.id:article/9267","doi":null,"is_oa":true,"landing_page_url":"http://jurnal.unismuhpalu.ac.id/index.php/JKS/article/view/9267","pdf_url":"http://jurnal.unismuhpalu.ac.id/index.php/JKS/article/download/9267/6353","source":{"id":"https://openalex.org/S4387281298","display_name":"Jurnal Kolaboratif Sains","issn_l":"2623-2022","issn":["2623-2022"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210155326","host_organization_name":"Universitas Muhammadiyah Palu","host_organization_lineage":["https://openalex.org/I4210155326"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2623-2022","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://jurnal.unismuhpalu.ac.id/index.php/JKS/article/download/9267/6353","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5155151483","display_name":"Rasdiana","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I140942544","display_name":"Tadulako University","ror":"https://ror.org/01z0mc198","country_code":"ID","type":"education","lineage":["https://openalex.org/I140942544"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Rasdiana","raw_affiliation_strings":["Program Studi PWK Fakultas Teknik Universitas Tadulako"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Program Studi PWK Fakultas Teknik Universitas Tadulako","institution_ids":["https://openalex.org/I140942544"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116837839","display_name":"Yan Radhinal","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I140942544","display_name":"Tadulako University","ror":"https://ror.org/01z0mc198","country_code":"ID","type":"education","lineage":["https://openalex.org/I140942544"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Yan Radhinal","raw_affiliation_strings":["Program Studi PWK Fakultas Teknik Universitas Tadulako"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Program Studi PWK Fakultas Teknik Universitas Tadulako","institution_ids":["https://openalex.org/I140942544"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119068419","display_name":"Adina Khusnudzan Hadid","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I140942544","display_name":"Tadulako University","ror":"https://ror.org/01z0mc198","country_code":"ID","type":"education","lineage":["https://openalex.org/I140942544"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Hadid, Adina Khusnudzan","raw_affiliation_strings":["Program Studi PWK Fakultas Teknik Universitas Tadulako"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Program Studi PWK Fakultas Teknik Universitas Tadulako","institution_ids":["https://openalex.org/I140942544"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118843654","display_name":"Tri Wahyuningsih","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I140942544","display_name":"Tadulako University","ror":"https://ror.org/01z0mc198","country_code":"ID","type":"education","lineage":["https://openalex.org/I140942544"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Tri Wahyuningsih","raw_affiliation_strings":["Program Studi PWK Fakultas Teknik Universitas Tadulako"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Program Studi PWK Fakultas Teknik Universitas Tadulako","institution_ids":["https://openalex.org/I140942544"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034277248","display_name":"Nini Rahayu Nur","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I140942544","display_name":"Tadulako University","ror":"https://ror.org/01z0mc198","country_code":"ID","type":"education","lineage":["https://openalex.org/I140942544"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Nini Rahayu Nur","raw_affiliation_strings":["Program Studi PWK Fakultas Teknik Universitas Tadulako"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Program Studi PWK Fakultas Teknik Universitas Tadulako","institution_ids":["https://openalex.org/I140942544"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I140942544"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.6119753,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12147","display_name":"Urban and Rural Development Challenges","score":0.000699999975040555,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13800","display_name":"Earthquake and Disaster Impact Studies","score":0.0006000000284984708,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/palu","display_name":"Palu","score":0.8450000286102295},{"id":"https://openalex.org/keywords/2018-sulawesi-earthquake","display_name":"2018 Sulawesi earthquake","score":0.7639999985694885},{"id":"https://openalex.org/keywords/public-service-distribution","display_name":"public service distribution","score":0.5899999737739563},{"id":"https://openalex.org/keywords/demographic-factors","display_name":"demographic factors","score":0.7979999780654907},{"id":"https://openalex.org/keywords/population-density","display_name":"population density","score":0.9409999847412109},{"id":"https://openalex.org/keywords/educational-facilities","display_name":"educational facilities","score":0.5770000219345093},{"id":"https://openalex.org/keywords/healthcare-facilities","display_name":"healthcare facilities","score":0.9129999876022339},{"id":"https://openalex.org/keywords/religious-buildings","display_name":"religious buildings","score":0.9750000238418579},{"id":"https://openalex.org/keywords/regional-disparities","display_name":"regional disparities","score":0.4449999928474426},{"id":"https://openalex.org/keywords/spatial-planning-policy","display_name":"spatial planning policy","score":0.3700000047683716},{"id":"https://openalex.org/keywords/k-means-clustering","display_name":"K-means clustering","score":0.7310000061988831}],"concepts":[{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5135999917984009},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4814000129699707},{"id":"https://openalex.org/C178550888","wikidata":"https://www.wikidata.org/wiki/Q2043282","display_name":"Business administration","level":1,"score":0.39500001072883606},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.3921999931335449},{"id":"https://openalex.org/C75795011","wikidata":"https://www.wikidata.org/wiki/Q917904","display_name":"Typology","level":2,"score":0.3587999939918518},{"id":"https://openalex.org/C37621935","wikidata":"https://www.wikidata.org/wiki/Q3606845","display_name":"Agricultural science","level":1,"score":0.34459999203681946},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2930999994277954},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.26019999384880066},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.24529999494552612},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.24169999361038208}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:jurnal.unismuhpalu.ac.id:article/9267","doi":null,"is_oa":true,"landing_page_url":"http://jurnal.unismuhpalu.ac.id/index.php/JKS/article/view/9267","pdf_url":"http://jurnal.unismuhpalu.ac.id/index.php/JKS/article/download/9267/6353","source":{"id":"https://openalex.org/S4387281298","display_name":"Jurnal Kolaboratif Sains","issn_l":"2623-2022","issn":["2623-2022"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210155326","host_organization_name":"Universitas Muhammadiyah Palu","host_organization_lineage":["https://openalex.org/I4210155326"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2623-2022","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:jurnal.unismuhpalu.ac.id:article/9267","doi":null,"is_oa":true,"landing_page_url":"http://jurnal.unismuhpalu.ac.id/index.php/JKS/article/view/9267","pdf_url":"http://jurnal.unismuhpalu.ac.id/index.php/JKS/article/download/9267/6353","source":{"id":"https://openalex.org/S4387281298","display_name":"Jurnal Kolaboratif Sains","issn_l":"2623-2022","issn":["2623-2022"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210155326","host_organization_name":"Universitas Muhammadiyah Palu","host_organization_lineage":["https://openalex.org/I4210155326"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2623-2022","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":0.7646999955177307,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7217397261.pdf","grobid_xml":"https://content.openalex.org/works/W7217397261.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W2033509165","https://openalex.org/W3175899610","https://openalex.org/W3177092173","https://openalex.org/W4214821865","https://openalex.org/W4318541481","https://openalex.org/W4392177785","https://openalex.org/W4395075837","https://openalex.org/W4397011494","https://openalex.org/W4412077773","https://openalex.org/W4415904151"],"related_works":["https://openalex.org/W7133214171","https://openalex.org/W4408462314","https://openalex.org/W3111422469","https://openalex.org/W7163201538","https://openalex.org/W7161837749","https://openalex.org/W4281552160","https://openalex.org/W7223553733","https://openalex.org/W7171717535","https://openalex.org/W4404510610","https://openalex.org/W4410778362"],"abstract_inverted_index":{"Penelitian":[0],"ini":[1],"menganalisis":[2],"tipologi":[3],"kecamatan":[4,47,80],"di":[5],"Kota":[6],"Palu":[7,102],"berdasarkan":[8],"karakteristik":[9,122],"demografi":[10],"dan":[11,59,64],"ketersediaan":[12],"fasilitas":[13,56,110],"pelayanan":[14],"dasar":[15],"dengan":[16,48,81,108],"menggunakan":[17,69],"algoritma":[18],"K-Means":[19],"Clustering.":[20],"Perubahan":[21],"struktur":[22],"ruang":[23],"pascabencana":[24],"2018":[25],"memunculkan":[26],"ketimpangan":[27],"distribusi":[28],"layanan":[29,85],"publik,":[30],"sehingga":[31],"diperlukan":[32],"pendekatan":[33],"berbasis":[34],"data":[35],"untuk":[36],"mengidentifikasi":[37],"kebutuhan":[38],"masing-masing":[39,123],"wilayah.":[40],"Data":[41],"sekunder":[42],"dari":[43,78],"BPS":[44],"mencakup":[45,89],"delapan":[46],"empat":[49],"variabel":[50],"utama,":[51],"yaitu":[52],"kepadatan":[53],"penduduk,":[54],"rasio":[55,96],"pendidikan,":[57],"kesehatan,":[58],"peribadatan.":[60],"Setelah":[61],"proses":[62],"normalisasi":[63],"penentuan":[65],"jumlah":[66],"klaster":[67],"optimal":[68],"Elbow":[70],"Method,":[71],"diperoleh":[72],"tiga":[73],"klaster.":[74,124],"Klaster":[75,87,99],"1":[76],"terdiri":[77],"lima":[79],"defisit":[82],"konsisten":[83],"pada":[84],"pendidikan;":[86],"0":[88],"wilayah":[90],"berpenduduk":[91],"jarang":[92],"yang":[93,119],"menunjukkan":[94],"fenomena":[95],"semu;":[97],"sedangkan":[98],"2,":[100],"yakni":[101],"Timur,":[103],"merepresentasikan":[104],"pusat":[105],"kota":[106],"padat":[107],"konsentrasi":[109],"peribadatan":[111],"tertinggi.":[112],"Hasil":[113],"penelitian":[114],"menegaskan":[115],"perlunya":[116],"kebijakan":[117],"spasial":[118],"diferensial":[120],"sesuai":[121]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-10-03T00:00:00"}
