{"id":"https://openalex.org/W2575826088","doi":"https://doi.org/10.1109/latincom.2016.7811562","title":"Citizen security using machine learning algorithms through open data","display_name":"Citizen security using machine learning algorithms through open data","publication_year":2016,"publication_date":"2016-11-01","ids":{"openalex":"https://openalex.org/W2575826088","doi":"https://doi.org/10.1109/latincom.2016.7811562","mag":"2575826088"},"language":"en","primary_location":{"id":"doi:10.1109/latincom.2016.7811562","is_oa":false,"landing_page_url":"https://doi.org/10.1109/latincom.2016.7811562","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 8th IEEE Latin-American Conference on Communications (LATINCOM)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053144377","display_name":"Gusseppe Bravo-Rocca","orcid":"https://orcid.org/0000-0001-6824-1124"},"institutions":[{"id":"https://openalex.org/I62520931","display_name":"National University of Engineering","ror":"https://ror.org/006v63s16","country_code":"PE","type":"education","lineage":["https://openalex.org/I62520931"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Gusseppe Bravo Rocca","raw_affiliation_strings":["Computer Science School-Sciences Faculty, Universidad Nacional de Ingenier\u00eda, Per\u00fa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science School-Sciences Faculty, Universidad Nacional de Ingenier\u00eda, Per\u00fa","institution_ids":["https://openalex.org/I62520931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027610502","display_name":"Manuel Castillo\u2010Cara","orcid":"https://orcid.org/0000-0002-2990-7090"},"institutions":[{"id":"https://openalex.org/I62520931","display_name":"National University of Engineering","ror":"https://ror.org/006v63s16","country_code":"PE","type":"education","lineage":["https://openalex.org/I62520931"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Manuel Castillo-Cara","raw_affiliation_strings":["Computer Science School-Sciences Faculty, Universidad Nacional de Ingenier\u00eda, Per\u00fa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science School-Sciences Faculty, Universidad Nacional de Ingenier\u00eda, Per\u00fa","institution_ids":["https://openalex.org/I62520931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003690291","display_name":"Raul Arias Levano","orcid":null},"institutions":[{"id":"https://openalex.org/I62520931","display_name":"National University of Engineering","ror":"https://ror.org/006v63s16","country_code":"PE","type":"education","lineage":["https://openalex.org/I62520931"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Raul Arias Levano","raw_affiliation_strings":["Computer Science School-Sciences Faculty, Universidad Nacional de Ingenier\u00eda, Per\u00fa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science School-Sciences Faculty, Universidad Nacional de Ingenier\u00eda, Per\u00fa","institution_ids":["https://openalex.org/I62520931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069178670","display_name":"Javier Villegas Herrera","orcid":null},"institutions":[{"id":"https://openalex.org/I62520931","display_name":"National University of Engineering","ror":"https://ror.org/006v63s16","country_code":"PE","type":"education","lineage":["https://openalex.org/I62520931"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Javier Villegas Herrera","raw_affiliation_strings":["Computer Science School-Sciences Faculty, Universidad Nacional de Ingenier\u00eda, Per\u00fa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science School-Sciences Faculty, Universidad Nacional de Ingenier\u00eda, Per\u00fa","institution_ids":["https://openalex.org/I62520931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045698047","display_name":"Luis Orozco\u2013Barbosa","orcid":"https://orcid.org/0000-0003-1510-1608"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luis Orozco-Barbosa","raw_affiliation_strings":["Albacete Research Institute of Informatics, Campus Universitario s/n, Albacete, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Albacete Research Institute of Informatics, Campus Universitario s/n, Albacete, Spain","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.31,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.85983146,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11479","display_name":"Smart Cities and Technologies","score":0.9868999719619751,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11479","display_name":"Smart Cities and Technologies","score":0.9868999719619751,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9553999900817871,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9520999789237976,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/safer","display_name":"SAFER","score":0.931428849697113},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7270219922065735},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5965150594711304},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5138130784034729},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.49609288573265076},{"id":"https://openalex.org/keywords/open-data","display_name":"Open data","score":0.48797982931137085},{"id":"https://openalex.org/keywords/public-sector","display_name":"Public sector","score":0.4334528148174286},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.41139766573905945},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39449799060821533},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3426542282104492},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.26004377007484436},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1598779261112213},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11230149865150452}],"concepts":[{"id":"https://openalex.org/C2776654903","wikidata":"https://www.wikidata.org/wiki/Q2601463","display_name":"SAFER","level":2,"score":0.931428849697113},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7270219922065735},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5965150594711304},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5138130784034729},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.49609288573265076},{"id":"https://openalex.org/C2780535194","wikidata":"https://www.wikidata.org/wiki/Q309901","display_name":"Open data","level":2,"score":0.48797982931137085},{"id":"https://openalex.org/C147859227","wikidata":"https://www.wikidata.org/wiki/Q294217","display_name":"Public sector","level":2,"score":0.4334528148174286},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.41139766573905945},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39449799060821533},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3426542282104492},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.26004377007484436},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1598779261112213},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11230149865150452},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/latincom.2016.7811562","is_oa":false,"landing_page_url":"https://doi.org/10.1109/latincom.2016.7811562","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 8th IEEE Latin-American Conference on Communications (LATINCOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W607505555","https://openalex.org/W1145287022","https://openalex.org/W1495125968","https://openalex.org/W2004147962","https://openalex.org/W2066178851","https://openalex.org/W2101234009","https://openalex.org/W2182617692","https://openalex.org/W2232440105","https://openalex.org/W2238499080","https://openalex.org/W2324868175","https://openalex.org/W2341636490","https://openalex.org/W2357328765","https://openalex.org/W2403237691","https://openalex.org/W2428898138","https://openalex.org/W2562618250","https://openalex.org/W2565637284","https://openalex.org/W4285719527","https://openalex.org/W6731179080","https://openalex.org/W6731511348"],"related_works":["https://openalex.org/W2953205341","https://openalex.org/W235065745","https://openalex.org/W2029935773","https://openalex.org/W2787754950","https://openalex.org/W1572215850","https://openalex.org/W1985775355","https://openalex.org/W2352115286","https://openalex.org/W2084793300","https://openalex.org/W2476350415","https://openalex.org/W599377045"],"abstract_inverted_index":{"The":[0,26,70,127,168],"following":[1],"work":[2,172],"is":[3,31,93,173],"an":[4,137],"application":[5,30,132],"proposal":[6],"based":[7],"on":[8],"machine":[9,179],"learning":[10,180],"algorithms":[11],"for":[12,16,54,124,182],"a":[13,22,55,59],"possible":[14,94],"solution":[15],"the":[17,34,38,84,100,121,143,153,156,162,165,178,217],"public":[18,209],"safety":[19],"problem":[20],"in":[21,45,89,130,185,213],"South":[23],"American":[24],"city.":[25],"aim":[27],"of":[28,37,41,62,103,106,170,219],"this":[29,52,131,148,171],"to":[32,49,95,113,161,191,201,211],"reduce":[33],"threat":[35],"risk":[36],"physical":[39],"integrity":[40],"pedestrians":[42],"by":[43,82,117,142,164],"geolocating,":[44],"real-time,":[46],"safer":[47,115],"places":[48],"walk.":[50],"In":[51,147],"context":[53],"city,":[56],"San":[57,144],"Isidro,":[58],"business":[60],"district":[61,71],"Lima,":[63],"has":[64,72,133],"been":[65,73,134],"established":[66],"as":[67],"study":[68],"case.":[69],"divided":[74],"into":[75,119],"map":[76],"sectors":[77],"and":[78,158,187,207],"subsectors,":[79],"so":[80],"that":[81,98,194],"using":[83],"GPS":[85],"location":[86],"service":[87],"integrated":[88],"mobile":[90],"devices,":[91],"it":[92],"identify":[96],"areas":[97],"have":[99,151,176],"highest":[101],"incidence":[102],"different":[104],"types":[105],"incidents.":[107,221],"This":[108],"functionality":[109],"will":[110],"allow":[111,208],"users":[112],"choose":[114],"routes":[116,200],"taking":[118],"account":[120],"information":[122,163],"provided":[123],"each":[125],"sector.":[126],"data":[128,154],"used":[129,177],"obtained":[135],"from":[136],"Open":[138],"Data":[139],"platform":[140],"managed":[141],"Isidro":[145],"municipality.":[146],"application,":[149],"we":[150,175],"processed":[152],"enabling":[155],"easy":[157],"friendly":[159],"access":[160],"end":[166],"user.":[167],"importance":[169],"how":[174],"algorithm":[181],"incident":[183],"rates":[184],"real":[186],"future":[188,220],"time,":[189],"trying":[190],"make":[192],"predictions":[193],"can":[195],"not":[196],"only":[197],"provide":[198],"safe":[199],"users,":[202],"but":[203],"also":[204],"predict":[205],"disasters":[206],"authorities":[210],"act":[212],"advance,":[214],"thus":[215],"minimizing":[216],"impact":[218]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
