{"id":"https://openalex.org/W2978056439","doi":"https://doi.org/10.1108/dta-12-2018-0109","title":"Identification of operational demand in law enforcement agencies","display_name":"Identification of operational demand in law enforcement agencies","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2978056439","doi":"https://doi.org/10.1108/dta-12-2018-0109","mag":"2978056439"},"language":"en","primary_location":{"id":"doi:10.1108/dta-12-2018-0109","is_oa":false,"landing_page_url":"https://doi.org/10.1108/dta-12-2018-0109","pdf_url":null,"source":{"id":"https://openalex.org/S4210171756","display_name":"Data Technologies and Applications","issn_l":"2514-9288","issn":["2514-9288","2514-9318"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Technologies and Applications","raw_type":"journal-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/A5028784202","display_name":"M\u00e1rcio Pereira Bas\u00edlio","orcid":"https://orcid.org/0000-0002-9453-741X"},"institutions":[{"id":"https://openalex.org/I161127581","display_name":"Universidade Federal Fluminense","ror":"https://ror.org/02rjhbb08","country_code":"BR","type":"education","lineage":["https://openalex.org/I161127581"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Marcio Pereira Basilio","raw_affiliation_strings":["Federal Fluminense University, Rio de Janeiro, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-9453-741X","affiliations":[{"raw_affiliation_string":"Federal Fluminense University, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I161127581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071593480","display_name":"Valdecy Pereira","orcid":"https://orcid.org/0000-0003-0599-8888"},"institutions":[{"id":"https://openalex.org/I161127581","display_name":"Universidade Federal Fluminense","ror":"https://ror.org/02rjhbb08","country_code":"BR","type":"education","lineage":["https://openalex.org/I161127581"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Valdecy Pereira","raw_affiliation_strings":["Federal Fluminense University, Rio de Janeiro, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal Fluminense University, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I161127581"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001363054","display_name":"Gabrielle Brum","orcid":null},"institutions":[{"id":"https://openalex.org/I161127581","display_name":"Universidade Federal Fluminense","ror":"https://ror.org/02rjhbb08","country_code":"BR","type":"education","lineage":["https://openalex.org/I161127581"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gabrielle Brum","raw_affiliation_strings":["Federal Fluminense University, Rio de Janeiro, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal Fluminense University, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I161127581"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5028784202"],"corresponding_institution_ids":["https://openalex.org/I161127581"],"apc_list":null,"apc_paid":null,"fwci":5.8567,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.95941952,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"53","issue":"3","first_page":"333","last_page":"372"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10574","display_name":"Crime Patterns and Interventions","score":0.9930999875068665,"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"}},"topics":[{"id":"https://openalex.org/T10574","display_name":"Crime Patterns and Interventions","score":0.9930999875068665,"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9743000268936157,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11838","display_name":"Crime, Illicit Activities, and Governance","score":0.9631999731063843,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/law-enforcement","display_name":"Law enforcement","score":0.8150485754013062},{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"Latent Dirichlet allocation","score":0.751750111579895},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.7084486484527588},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.4449712634086609},{"id":"https://openalex.org/keywords/enforcement","display_name":"Enforcement","score":0.4288560450077057},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4228832721710205},{"id":"https://openalex.org/keywords/criminology","display_name":"Criminology","score":0.41765207052230835},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3508702516555786},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.34860140085220337},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.33029377460479736},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.32968631386756897},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3142210841178894},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.26656121015548706},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.2200523018836975},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20417699217796326},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.15481507778167725},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1139480471611023}],"concepts":[{"id":"https://openalex.org/C2780262971","wikidata":"https://www.wikidata.org/wiki/Q44554","display_name":"Law enforcement","level":2,"score":0.8150485754013062},{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.751750111579895},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7084486484527588},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.4449712634086609},{"id":"https://openalex.org/C2779777834","wikidata":"https://www.wikidata.org/wiki/Q4202277","display_name":"Enforcement","level":2,"score":0.4288560450077057},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4228832721710205},{"id":"https://openalex.org/C73484699","wikidata":"https://www.wikidata.org/wiki/Q161733","display_name":"Criminology","level":1,"score":0.41765207052230835},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3508702516555786},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.34860140085220337},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.33029377460479736},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.32968631386756897},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3142210841178894},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.26656121015548706},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2200523018836975},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20417699217796326},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.15481507778167725},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1139480471611023},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/dta-12-2018-0109","is_oa":false,"landing_page_url":"https://doi.org/10.1108/dta-12-2018-0109","pdf_url":null,"source":{"id":"https://openalex.org/S4210171756","display_name":"Data Technologies and Applications","issn_l":"2514-9288","issn":["2514-9288","2514-9318"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Technologies and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7599999904632568,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":78,"referenced_works":["https://openalex.org/W1604803281","https://openalex.org/W1608373179","https://openalex.org/W1753361524","https://openalex.org/W1880262756","https://openalex.org/W1909933211","https://openalex.org/W1966927117","https://openalex.org/W1984344444","https://openalex.org/W1988086809","https://openalex.org/W1988939740","https://openalex.org/W1998654193","https://openalex.org/W1999891871","https://openalex.org/W2001082470","https://openalex.org/W2002849130","https://openalex.org/W2007633792","https://openalex.org/W2009751122","https://openalex.org/W2013447166","https://openalex.org/W2019759670","https://openalex.org/W2021204860","https://openalex.org/W2022424422","https://openalex.org/W2035080386","https://openalex.org/W2035574181","https://openalex.org/W2041427953","https://openalex.org/W2052371873","https://openalex.org/W2060440228","https://openalex.org/W2062418945","https://openalex.org/W2065762606","https://openalex.org/W2072439276","https://openalex.org/W2084963981","https://openalex.org/W2089147429","https://openalex.org/W2098187795","https://openalex.org/W2101665746","https://openalex.org/W2126859075","https://openalex.org/W2127219310","https://openalex.org/W2132565335","https://openalex.org/W2133120537","https://openalex.org/W2134904490","https://openalex.org/W2137258537","https://openalex.org/W2141422789","https://openalex.org/W2141574787","https://openalex.org/W2147542748","https://openalex.org/W2157141579","https://openalex.org/W2174706414","https://openalex.org/W2178449955","https://openalex.org/W2183090782","https://openalex.org/W2222546669","https://openalex.org/W2271315699","https://openalex.org/W2287139952","https://openalex.org/W2288751181","https://openalex.org/W2295417381","https://openalex.org/W2301801058","https://openalex.org/W2334789472","https://openalex.org/W2340044969","https://openalex.org/W2342234897","https://openalex.org/W2399492800","https://openalex.org/W2525927640","https://openalex.org/W2546699506","https://openalex.org/W2549408802","https://openalex.org/W2551683053","https://openalex.org/W2554824981","https://openalex.org/W2568937765","https://openalex.org/W2577015358","https://openalex.org/W2602820986","https://openalex.org/W2605397500","https://openalex.org/W2613623134","https://openalex.org/W2618310783","https://openalex.org/W2620570049","https://openalex.org/W2734258088","https://openalex.org/W2737962504","https://openalex.org/W2759156770","https://openalex.org/W2767878895","https://openalex.org/W2790234860","https://openalex.org/W2805837290","https://openalex.org/W2902604473","https://openalex.org/W2902846066","https://openalex.org/W3137523220","https://openalex.org/W4241557574","https://openalex.org/W4302990361","https://openalex.org/W6676852671"],"related_works":["https://openalex.org/W3126382579","https://openalex.org/W3107650560","https://openalex.org/W4317422773","https://openalex.org/W4315588616","https://openalex.org/W2810542905","https://openalex.org/W4243064001","https://openalex.org/W2129350855","https://openalex.org/W3123667230","https://openalex.org/W2888805565","https://openalex.org/W3096554474"],"abstract_inverted_index":{"Purpose":[0],"The":[1,40,70,170,218,245,268,296,325],"purpose":[2],"of":[3,78,94,98,122,138,141,156,177,185,188,229,270,290,319,321,327,334,350],"this":[4,74,117],"paper":[5],"is":[6],"to":[7,26,33,63,67,91,199,211,226,252,278,292,300,340],"develop":[8],"a":[9,44,109,113,223,263,317,344],"methodology":[10,45,220],"for":[11,46,259,313],"knowledge":[12,47,247,271],"discovery":[13,48],"in":[14,73,85,108,112,126,159,165,179,222,241,262,331,343,356],"emergency":[15,242,274,357],"response":[16,243,358],"service":[17,275,359],"databases":[18],"based":[19,235],"on":[20,236,302,305,310,347],"police":[21,237],"occurrence":[22,238,353],"reports,":[23],"generating":[24],"information":[25,282],"help":[27],"law":[28,249],"enforcement":[29,250],"agencies":[30],"plan":[31],"actions":[32],"investigate":[34],"and":[35,53,152,182,232,255,309,338],"combat":[36,293],"criminal":[37,230,322,352],"activities.":[38],"Design/methodology/approach":[39],"developed":[41,219],"model":[42,298],"employs":[43],"involving":[49],"text":[50,335],"mining":[51,336],"techniques":[52,337],"uses":[54],"latent":[55],"Dirichlet":[56],"allocation":[57],"(LDA)":[58],"with":[59,146,213,283,316],"collapsed":[60],"Gibbs":[61],"sampling":[62],"obtain":[64],"topics":[65,101],"related":[66],"crime.":[68,295],"Findings":[69],"method":[71],"used":[72],"study":[75,329],"enabled":[76],"identification":[77,228],"the":[79,86,99,123,139,157,174,180,186,193,206,227,273,279,288,306,328,332,348,351],"most":[80],"common":[81],"crimes":[82,104,124,158,261,342],"that":[83,103,205],"occurred":[84],"period":[87,195],"from":[88,196,272],"1":[89],"January":[90,197],"31":[92],"December":[93,200],"2016.":[95,201],"An":[96],"analysis":[97,320],"identified":[100,125,164],"reaffirmed":[102],"do":[105],"not":[106,163],"occur":[107],"linear":[110],"manner":[111,225],"given":[114,264,345],"locality.":[115,265],"In":[116],"study,":[118],"40":[119],"per":[120,154],"cent":[121,155],"integrated":[127],"public":[128],"safety":[129],"area":[130],"5,":[131],"or":[132],"AISP":[133,147,160,166],"5":[134],"(the":[135],"historic":[136],"centre":[137],"city":[140,187],"RJ),":[142,151],"had":[143],"no":[144],"correlation":[145],"19":[148,161],"(Copacabana":[149],"\u2013":[150],"33":[153],"were":[162],"5.":[167],"Research":[168],"limitations/implications":[169],"collected":[171],"data":[172],"represent":[173],"social":[175],"dynamics":[176],"neighbourhoods":[178],"central":[181],"southern":[183],"zones":[184],"Rio":[189],"de":[190],"Janeiro":[191],"during":[192],"specific":[194],"2013":[198],"This":[202],"limitation":[203],"implies":[204],"results":[207],"cannot":[208],"be":[209],"generalised":[210],"areas":[212],"different":[214],"characteristics.":[215],"Practical":[216],"implications":[217,267],"contributes":[221,277,299],"complementary":[224],"practices":[231],"their":[233],"characteristics":[234],"reports":[239,354],"stored":[240,355],"databases.":[244,360],"generated":[246],"enables":[248],"experts":[251],"assess,":[253],"reformulate":[254],"construct":[256],"differentiated":[257],"strategies":[258,291],"combating":[260],"Social":[266],"production":[269],"database":[276],"government":[280],"integrating":[281],"other":[284],"databases,":[285],"thus":[286],"enabling":[287],"improvement":[289],"local":[294],"proposed":[297],"research":[301],"big":[303],"data,":[304],"innovation":[307],"aspect":[308],"decision":[311],"support,":[312],"it":[314],"breaks":[315],"paradigm":[318],"information.":[323],"Originality/value":[324],"originality":[326],"lies":[330],"integration":[333],"LDA":[339],"detect":[341],"locality":[346],"basis":[349]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}