{"id":"https://openalex.org/W3203604497","doi":"https://doi.org/10.36040/jati.v5i2.3791","title":"PENERAPAN METODE K-MEANS CLUSTERING UNTUK PEMETAAN DAERAH RAWAN KECELAKAAN LALU LINTAS DI KOTA MALANG BERBASIS WEBSITE","display_name":"PENERAPAN METODE K-MEANS CLUSTERING UNTUK PEMETAAN DAERAH RAWAN KECELAKAAN LALU LINTAS DI KOTA MALANG BERBASIS WEBSITE","publication_year":2021,"publication_date":"2021-10-25","ids":{"openalex":"https://openalex.org/W3203604497","doi":"https://doi.org/10.36040/jati.v5i2.3791","mag":"3203604497"},"language":"id","primary_location":{"id":"doi:10.36040/jati.v5i2.3791","doi":"https://doi.org/10.36040/jati.v5i2.3791","is_oa":true,"landing_page_url":"https://doi.org/10.36040/jati.v5i2.3791","pdf_url":"https://ejournal.itn.ac.id/index.php/jati/article/download/3791/2890","source":{"id":"https://openalex.org/S4210239397","display_name":"JATI (Jurnal Mahasiswa Teknik Informatika)","issn_l":"2598-828X","issn":["2598-828X"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210103127","host_organization_name":"Institut Teknologi Nasional Malang","host_organization_lineage":["https://openalex.org/I4210103127"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"JATI (Jurnal Mahasiswa Teknik Informatika)","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W3203604497"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ejournal.itn.ac.id/index.php/jati/article/download/3791/2890","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026677596","display_name":"Arninda Agnes Vernanda","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arninda Agnes Vernanda","raw_affiliation_strings":["Teknik Informatika, Institut"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Teknik Informatika, Institut","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017892050","display_name":"Ahmad Faisol","orcid":"https://orcid.org/0000-0003-2403-9404","observed_orcids":["https://orcid.org/0000-0003-2403-9404"]},"institutions":[{"id":"https://openalex.org/I4210103127","display_name":"Institut Teknologi Nasional Malang","ror":"https://ror.org/01bdmvf66","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210103127"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Ahmad Faisol","raw_affiliation_strings":["Teknik Informatika, Institut Teknologi Nasional Malang"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Teknik Informatika, Institut Teknologi Nasional Malang","institution_ids":["https://openalex.org/I4210103127"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040755681","display_name":"Nurlaily Vendyansyah","orcid":"https://orcid.org/0009-0002-1817-8088","observed_orcids":["https://orcid.org/0009-0002-1817-8088"]},"institutions":[{"id":"https://openalex.org/I4210103127","display_name":"Institut Teknologi Nasional Malang","ror":"https://ror.org/01bdmvf66","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210103127"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Nurlaily Vendyansyah","raw_affiliation_strings":["Teknik Informatika, Institut Teknologi Nasional Malang"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Teknik Informatika, Institut Teknologi Nasional Malang","institution_ids":["https://openalex.org/I4210103127"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1164,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.79852811,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"5","issue":"2","first_page":"836","last_page":"844"},"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":0.9442999958992004,"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":0.9442999958992004,"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/T10370","display_name":"Traffic and Road Safety","score":0.03350000083446503,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12406","display_name":"IoT and GPS-based Vehicle Safety Systems","score":0.01360000018030405,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/traffic-accidents","display_name":"traffic accidents","score":0.7310000061988831},{"id":"https://openalex.org/keywords/accident-prone-areas","display_name":"accident-prone areas","score":0.7250000238418579},{"id":"https://openalex.org/keywords/k-means-clustering","display_name":"K-means clustering","score":0.7409999966621399},{"id":"https://openalex.org/keywords/web-mapping","display_name":"web mapping","score":0.6909999847412109},{"id":"https://openalex.org/keywords/malang","display_name":"Malang","score":0.6970000267028809},{"id":"https://openalex.org/keywords/road-safety","display_name":"road safety","score":0.5479999780654907},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"unsupervised learning","score":0.7179999947547913},{"id":"https://openalex.org/keywords/lift-ratio","display_name":"lift ratio","score":0.9110000133514404},{"id":"https://openalex.org/keywords/qgis","display_name":"QGIS","score":0.5960000157356262},{"id":"https://openalex.org/keywords/php","display_name":"PHP","score":0.7099999785423279},{"id":"https://openalex.org/keywords/bootstrap-method","display_name":"bootstrapping","score":0.8600000143051147},{"id":"https://openalex.org/keywords/mysql","display_name":"MySQL","score":0.8619999885559082},{"id":"https://openalex.org/keywords/black-spot","display_name":"accident black spots","score":0.5130000114440918},{"id":"https://openalex.org/keywords/lowokwaru","display_name":"Lowokwaru","score":0.5839999914169312},{"id":"https://openalex.org/keywords/kedungkandang","display_name":"Kedungkandang","score":0.8569999933242798},{"id":"https://openalex.org/keywords/sukun","display_name":"sukun","score":0.9959999918937683},{"id":"https://openalex.org/keywords/road-segments","display_name":"road sections","score":0.39100000262260437}],"concepts":[{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.42829856276512146},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.4081026017665863},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.05425840616226196}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.36040/jati.v5i2.3791","doi":"https://doi.org/10.36040/jati.v5i2.3791","is_oa":true,"landing_page_url":"https://doi.org/10.36040/jati.v5i2.3791","pdf_url":"https://ejournal.itn.ac.id/index.php/jati/article/download/3791/2890","source":{"id":"https://openalex.org/S4210239397","display_name":"JATI (Jurnal Mahasiswa Teknik Informatika)","issn_l":"2598-828X","issn":["2598-828X"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210103127","host_organization_name":"Institut Teknologi Nasional Malang","host_organization_lineage":["https://openalex.org/I4210103127"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"JATI (Jurnal Mahasiswa Teknik Informatika)","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.36040/jati.v5i2.3791","doi":"https://doi.org/10.36040/jati.v5i2.3791","is_oa":true,"landing_page_url":"https://doi.org/10.36040/jati.v5i2.3791","pdf_url":"https://ejournal.itn.ac.id/index.php/jati/article/download/3791/2890","source":{"id":"https://openalex.org/S4210239397","display_name":"JATI (Jurnal Mahasiswa Teknik Informatika)","issn_l":"2598-828X","issn":["2598-828X"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210103127","host_organization_name":"Institut Teknologi Nasional Malang","host_organization_lineage":["https://openalex.org/I4210103127"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"JATI (Jurnal Mahasiswa Teknik Informatika)","raw_type":"journal-article"},"sustainable_development_goals":[{"score":1.0,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"},{"score":0.7207000255584717,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3203604497.pdf","grobid_xml":"https://content.openalex.org/works/W3203604497.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W2291858759","https://openalex.org/W2344925383","https://openalex.org/W2921311347","https://openalex.org/W3134519917","https://openalex.org/W3135000343"],"related_works":["https://openalex.org/W2993094319","https://openalex.org/W2905166726","https://openalex.org/W7167994197","https://openalex.org/W4224112849","https://openalex.org/W3187908126","https://openalex.org/W7116595274","https://openalex.org/W4404019319","https://openalex.org/W7219137466","https://openalex.org/W4220995657"],"abstract_inverted_index":{"Kecelakaan":[0],"Lalu":[1],"Lintas":[2],"atau":[3],"yang":[4,19,44,85,151,236],"biasa":[5],"disebut":[6],"dengan":[7,115,172,203],"laka":[8],"lantas":[9],"di":[10,37,51,67,97,127],"Kota":[11,68,98,128],"Malang":[12,69,160],"pada":[13,189,241],"tahun":[14,38,49,52],"2019,":[15,50],"telah":[16,23],"mengalami":[17],"peningkatan":[18],"sangat":[20],"pesat.":[21],"Yakni":[22],"terjadi":[24,45,54],"kasus":[25,40,57],"sebanyak":[26,31,55],"174":[27],"kejadian,":[28],"dan":[29,58,111,141,144,178,183,228,235],"menewaskan":[30],"34":[32],"korban":[33,59],"meninggal":[34,60],"dunia.":[35],"Sedangkan":[36],"2020,":[39],"kecelakaan":[41,80,94],"lalu":[42,81,95],"lintas":[43,96],"lebih":[46],"sedikit":[47],"dibandingkan":[48],"2020":[53],"49":[56],"dunia":[61],"ada":[62],"3":[63,105],"orang.":[64],"Selain":[65],"itu":[66],"saat":[70],"ini":[71,123,155,166,191],"belum":[72],"memiliki":[73],"sistem":[74],"untuk":[75,164],"menunjukkan":[76,207],"lokasi":[77],"daerah":[78,92,102],"rawan":[79,93],"lintas.":[82],"Dari":[83],"permasalahan":[84],"diuraikan":[86],"tersebut,":[87],"perlu":[88],"adanya":[89],"website":[90,190],"pemetaan":[91,211],"Malang.":[99,129],"Pengelompokkan":[100],"tiap":[101],"dibagi":[103],"menjadi":[104],"cluster":[106,233,242],"yakni":[107],"Sangat":[108,219],"Rawan(SR),":[109],"Rawan(R),":[110,234],"Cukup":[112,243],"Rawan":[113],"(CR)":[114],"menggunakan":[116,167,173,192,204],"metode":[117,201],"K-Means":[118,188,202],"Clustering.":[119],"Hasil":[120,210],"dari":[121,157],"pengelompokkan":[122],"berdasarkan":[124],"5":[125,130],"kecamatan":[126,214],"Kecamatan":[131,133,135,137,139,142,222,224,226,229,238],"tersebut":[132],"Blimbing,":[134,225],"Kedungkandang,":[136],"Klojen,":[138,227],"Sukun,":[140],"Lowokwaru":[143],"6":[145],"ruas":[146],"jalanpada":[147],"setiap":[148],"kecamatan.":[149],"Data":[150],"diolah":[152],"dalam":[153,217,232],"penelitian":[154],"bersumber":[156],"Satlantas":[158],"Polresta":[159],"Kota.":[161],"Pembuatan":[162],"peta":[163],"webiste":[165],"aplikasi":[168],"QGIS":[169],"versi":[170],"2.18,":[171],"bahasa":[174],"pemrograman":[175],"PHP":[176],"Nativ,":[177],"memakai":[179],"framework":[180],"CSS":[181],"Boostrap,":[182],"MySQL":[184],"sebagai":[185],"databasenya.":[186],"Pengujianmetode":[187],"bidang":[193],"unsupervised":[194],"learning,":[195],"yaitu":[196,221],"lift":[197,205],"ratio.":[198],"Berdasarkan":[199],"pengujian":[200],"ratio":[206],"hasil":[208],"2,5.":[209],"menunjukkanterdapat":[212],"satu":[213],"masuk":[215,231,240],"ke":[216],"kelompok":[218],"Rawan(SR)":[220],"Lowokwaru.":[223],"Sukun":[230],"terakhir":[237],"Kedungkandang":[239],"Rawan(CR).":[244]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2021-10-11T00:00:00"}