{"id":"https://openalex.org/W3183453041","doi":"https://doi.org/10.20956/ejsa.v2i2.10749","title":"Pengelompokkan Tingkat Kriminalitas di Indonesia Menggunakan Algoritma Average Linkage","display_name":"Pengelompokkan Tingkat Kriminalitas di Indonesia Menggunakan Algoritma Average Linkage","publication_year":2021,"publication_date":"2021-07-22","ids":{"openalex":"https://openalex.org/W3183453041","doi":"https://doi.org/10.20956/ejsa.v2i2.10749","mag":"3183453041"},"language":"en","primary_location":{"id":"doi:10.20956/ejsa.v2i2.10749","doi":"https://doi.org/10.20956/ejsa.v2i2.10749","is_oa":true,"landing_page_url":"https://doi.org/10.20956/ejsa.v2i2.10749","pdf_url":"https://journal.unhas.ac.id/index.php/ESTIMASI/article/download/10749/7092","source":{"id":"https://openalex.org/S4210199200","display_name":"ESTIMASI Journal of Statistics and Its Application","issn_l":"2721-379X","issn":["2721-379X","2721-3803"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315277","host_organization_name":"Hasanuddin University","host_organization_lineage":["https://openalex.org/P4310315277"],"host_organization_lineage_names":["Hasanuddin University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ESTIMASI: Journal of Statistics and Its Application","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://journal.unhas.ac.id/index.php/ESTIMASI/article/download/10749/7092","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070638877","display_name":"Azman Azman","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I98301867","display_name":"Hasanuddin University","ror":"https://ror.org/00da1gf19","country_code":"ID","type":"education","lineage":["https://openalex.org/I98301867"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Azman Azman","raw_affiliation_strings":["Universitas Hasanuddin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Hasanuddin","institution_ids":["https://openalex.org/I98301867"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089563291","display_name":"Anisa Anisa","orcid":"https://orcid.org/0000-0002-6295-426X","observed_orcids":["https://orcid.org/0000-0002-6295-426X"]},"institutions":[{"id":"https://openalex.org/I98301867","display_name":"Hasanuddin University","ror":"https://ror.org/00da1gf19","country_code":"ID","type":"education","lineage":["https://openalex.org/I98301867"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Anisa Anisa","raw_affiliation_strings":["Hasanuddin University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hasanuddin University","institution_ids":["https://openalex.org/I98301867"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5070638877","https://openalex.org/A5089563291"],"corresponding_institution_ids":["https://openalex.org/I98301867"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"96","last_page":"104"},"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":0.9937000274658203,"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":0.9937000274658203,"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/T10574","display_name":"Crime Patterns and Interventions","score":0.0031999999191612005,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T13141","display_name":"Statistical Methods and Applications","score":0.0010000000474974513,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/crime-clustering","display_name":"crime clustering","score":0.8679999709129333},{"id":"https://openalex.org/keywords/average-linkage-clustering","display_name":"average linkage","score":0.8880000114440918},{"id":"https://openalex.org/keywords/crime-classification","display_name":"classification of crimes","score":0.421999990940094},{"id":"https://openalex.org/keywords/crime-prevention","display_name":"crime prevention","score":0.8650000095367432},{"id":"https://openalex.org/keywords/indonesian-provinces","display_name":"Indonesian provinces","score":0.44600000977516174}],"concepts":[{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.6786550283432007},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.6556937098503113},{"id":"https://openalex.org/C2777989319","wikidata":"https://www.wikidata.org/wiki/Q597393","display_name":"Illegal logging","level":3,"score":0.6188724040985107},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.5363477468490601},{"id":"https://openalex.org/C45355965","wikidata":"https://www.wikidata.org/wiki/Q1643441","display_name":"Socioeconomics","level":1,"score":0.5210199356079102},{"id":"https://openalex.org/C2777363581","wikidata":"https://www.wikidata.org/wiki/Q15098235","display_name":"Harm","level":2,"score":0.43948280811309814},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.39536967873573303},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.1404881775379181},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.10776466131210327},{"id":"https://openalex.org/C125620115","wikidata":"https://www.wikidata.org/wiki/Q845249","display_name":"Logging","level":2,"score":0.09801974892616272},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.07508879899978638},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.07260766625404358},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.20956/ejsa.v2i2.10749","doi":"https://doi.org/10.20956/ejsa.v2i2.10749","is_oa":true,"landing_page_url":"https://doi.org/10.20956/ejsa.v2i2.10749","pdf_url":"https://journal.unhas.ac.id/index.php/ESTIMASI/article/download/10749/7092","source":{"id":"https://openalex.org/S4210199200","display_name":"ESTIMASI Journal of Statistics and Its Application","issn_l":"2721-379X","issn":["2721-379X","2721-3803"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315277","host_organization_name":"Hasanuddin University","host_organization_lineage":["https://openalex.org/P4310315277"],"host_organization_lineage_names":["Hasanuddin University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ESTIMASI: Journal of Statistics and Its Application","raw_type":"journal-article"},{"id":"pmh:oai:ojs.unhas:article/10749","doi":null,"is_oa":true,"landing_page_url":"https://journal.unhas.ac.id/index.php/index/article/view/10749","pdf_url":null,"source":{"id":"https://openalex.org/S4210199200","display_name":"ESTIMASI Journal of Statistics and Its Application","issn_l":"2721-379X","issn":["2721-379X","2721-3803"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315277","host_organization_name":"Hasanuddin University","host_organization_lineage":["https://openalex.org/P4310315277"],"host_organization_lineage_names":["Hasanuddin University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2721-3803","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.20956/ejsa.v2i2.10749","doi":"https://doi.org/10.20956/ejsa.v2i2.10749","is_oa":true,"landing_page_url":"https://doi.org/10.20956/ejsa.v2i2.10749","pdf_url":"https://journal.unhas.ac.id/index.php/ESTIMASI/article/download/10749/7092","source":{"id":"https://openalex.org/S4210199200","display_name":"ESTIMASI Journal of Statistics and Its Application","issn_l":"2721-379X","issn":["2721-379X","2721-3803"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315277","host_organization_name":"Hasanuddin University","host_organization_lineage":["https://openalex.org/P4310315277"],"host_organization_lineage_names":["Hasanuddin University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ESTIMASI: Journal of Statistics and Its Application","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9595999717712402,"display_name":"Peace, justice, and strong institutions","id":"https://metadata.un.org/sdg/16"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3183453041.pdf","grobid_xml":"https://content.openalex.org/works/W3183453041.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W1942280218","https://openalex.org/W2112440119","https://openalex.org/W2429610969","https://openalex.org/W2596541769","https://openalex.org/W4289257726"],"related_works":["https://openalex.org/W3087883552","https://openalex.org/W7220299281","https://openalex.org/W4410471894","https://openalex.org/W4409818094","https://openalex.org/W7221232156","https://openalex.org/W4399921634","https://openalex.org/W4416900132","https://openalex.org/W7218131018","https://openalex.org/W3201365560","https://openalex.org/W4383370352"],"abstract_inverted_index":{"Crime":[0],"needs":[1],"to":[2,26,37],"be":[3,24],"analyzed":[4],"and":[5,39,119,144],"grouped":[6],"so":[7,160],"that":[8,22,154,161],"the":[9,30,41,49,52,60,138,141,145,149,165],"act":[10],"does":[11],"not":[12],"cause":[13],"harm":[14],"either":[15],"ecologically":[16],"or":[17],"psychologically.":[18],"The":[19,34,134],"statistical":[20],"method":[21],"can":[23,163],"used":[25],"classify":[27],"crime":[28],"is":[29],"Average":[31],"Linkage":[32],"Algorithm.":[33],"study":[35],"aims":[36],"group":[38],"analyze":[40],"characteristics":[42],"of":[43,51,62,68,124,131,140,151],"criminal":[44,152],"cases":[45],"in":[46,147,156],"Indonesia.":[47],"From":[48],"results":[50,136],"analysis,":[53],"3":[54,129],"clusters":[55],"were":[56],"formed":[57],"based":[58],"on":[59],"average":[61],"each":[63,157],"cluster.":[64],"Cluster":[65,121,128],"1":[66],"consists":[67,123,130],"Aceh,":[69],"West":[70,83,93,99],"Sumatra,":[71,75],"Riau,":[72,82],"Jambi,":[73],"South":[74,103,111],"Bengkulu,":[76],"Lampung,":[77],"Kep.":[78,81],"Bangka":[79],"Belitung,":[80],"Java,":[84,86,90],"Central":[85,101,109],"DI":[87],"Yogyakarta,":[88],"East":[89,96,105],"Banten,":[91],"Bali,":[92],"Nusa":[94,97],"Tenggara,":[95,98],"Kalimantan,":[100,102,104,106],"North":[107,117,125],"Sulawesi,":[108,110,112,114],"Southeast":[113],"Gorontalo,":[115],"Maluku,":[116],"Maluku":[118],"Papua.":[120],"2":[122],"Sumatra":[126],"while":[127],"Metro":[132],"Jaya.":[133],"grouping":[135],"are":[137],"basis":[139],"government,":[142],"apparatus,":[143],"community":[146],"implementing":[148],"handling":[150],"acts":[153],"occur":[155],"cluster":[158],"area":[159],"prevention":[162],"minimize":[164],"losses":[166],"caused":[167],"by":[168],"these":[169],"crimes.":[170]},"counts_by_year":[],"updated_date":"2026-10-06T10:28:23.643775","created_date":"2021-08-02T00:00:00"}
