{"id":"https://openalex.org/W4399169456","doi":"https://doi.org/10.1109/wf-iot58464.2023.10539505","title":"Safe Roads: Traffic Management and Road Safety Platform for Smart Cities","display_name":"Safe Roads: Traffic Management and Road Safety Platform for Smart Cities","publication_year":2023,"publication_date":"2023-10-12","ids":{"openalex":"https://openalex.org/W4399169456","doi":"https://doi.org/10.1109/wf-iot58464.2023.10539505"},"language":"en","primary_location":{"id":"doi:10.1109/wf-iot58464.2023.10539505","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wf-iot58464.2023.10539505","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 9th World Forum on Internet of Things (WF-IoT)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5103262264","display_name":"Ana Almeida","orcid":"https://orcid.org/0000-0002-5937-0570"},"institutions":[{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]},{"id":"https://openalex.org/I60858718","display_name":"University of Aveiro","ror":"https://ror.org/00nt41z93","country_code":"PT","type":"education","lineage":["https://openalex.org/I60858718"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ana Almeida","raw_affiliation_strings":["Instituto de Telecomunicacoes,Aveiro,Portugal,3810\u2013193","Departamento de Eletronica, Telecomunicacoes e Informatica, Universidade de Aveiro, Aveiro, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunicacoes,Aveiro,Portugal,3810\u2013193","institution_ids":["https://openalex.org/I4210120471"]},{"raw_affiliation_string":"Departamento de Eletronica, Telecomunicacoes e Informatica, Universidade de Aveiro, Aveiro, Portugal","institution_ids":["https://openalex.org/I60858718"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087981381","display_name":"Jo\u00e3o Fonseca","orcid":"https://orcid.org/0000-0002-0887-8796"},"institutions":[{"id":"https://openalex.org/I60858718","display_name":"University of Aveiro","ror":"https://ror.org/00nt41z93","country_code":"PT","type":"education","lineage":["https://openalex.org/I60858718"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Fonseca","raw_affiliation_strings":["Universidade de Aveiro,Departamento de Eletronica, Telecomunicacoes e Informatica,Aveiro,Portugal,3810\u2013193"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade de Aveiro,Departamento de Eletronica, Telecomunicacoes e Informatica,Aveiro,Portugal,3810\u2013193","institution_ids":["https://openalex.org/I60858718"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098943930","display_name":"Pedro Rasinhas","orcid":null},"institutions":[{"id":"https://openalex.org/I60858718","display_name":"University of Aveiro","ror":"https://ror.org/00nt41z93","country_code":"PT","type":"education","lineage":["https://openalex.org/I60858718"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Pedro Rasinhas","raw_affiliation_strings":["Universidade de Aveiro,Departamento de Eletronica, Telecomunicacoes e Informatica,Aveiro,Portugal,3810\u2013193"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade de Aveiro,Departamento de Eletronica, Telecomunicacoes e Informatica,Aveiro,Portugal,3810\u2013193","institution_ids":["https://openalex.org/I60858718"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101617069","display_name":"Catarina Costa","orcid":"https://orcid.org/0000-0002-5788-2150"},"institutions":[{"id":"https://openalex.org/I60858718","display_name":"University of Aveiro","ror":"https://ror.org/00nt41z93","country_code":"PT","type":"education","lineage":["https://openalex.org/I60858718"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Catarina Costa","raw_affiliation_strings":["Universidade de Aveiro,Departamento de Eletronica, Telecomunicacoes e Informatica,Aveiro,Portugal,3810\u2013193"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade de Aveiro,Departamento de Eletronica, Telecomunicacoes e Informatica,Aveiro,Portugal,3810\u2013193","institution_ids":["https://openalex.org/I60858718"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111215887","display_name":"Diogo Paiva","orcid":null},"institutions":[{"id":"https://openalex.org/I60858718","display_name":"University of Aveiro","ror":"https://ror.org/00nt41z93","country_code":"PT","type":"education","lineage":["https://openalex.org/I60858718"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Diogo Paiva","raw_affiliation_strings":["Universidade de Aveiro,Departamento de Eletronica, Telecomunicacoes e Informatica,Aveiro,Portugal,3810\u2013193"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade de Aveiro,Departamento de Eletronica, Telecomunicacoes e Informatica,Aveiro,Portugal,3810\u2013193","institution_ids":["https://openalex.org/I60858718"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100654759","display_name":"Gon\u00e7alo Silva","orcid":"https://orcid.org/0000-0001-5719-799X"},"institutions":[{"id":"https://openalex.org/I60858718","display_name":"University of Aveiro","ror":"https://ror.org/00nt41z93","country_code":"PT","type":"education","lineage":["https://openalex.org/I60858718"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Gon\u00e7alo Silva","raw_affiliation_strings":["Universidade de Aveiro,Departamento de Eletronica, Telecomunicacoes e Informatica,Aveiro,Portugal,3810\u2013193"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade de Aveiro,Departamento de Eletronica, Telecomunicacoes e Informatica,Aveiro,Portugal,3810\u2013193","institution_ids":["https://openalex.org/I60858718"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027601223","display_name":"Pedro Rito","orcid":"https://orcid.org/0000-0002-1151-9268"},"institutions":[{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Pedro Rito","raw_affiliation_strings":["Instituto de Telecomunicacoes,Aveiro,Portugal,3810\u2013193"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunicacoes,Aveiro,Portugal,3810\u2013193","institution_ids":["https://openalex.org/I4210120471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008921007","display_name":"Susana Sargento","orcid":"https://orcid.org/0000-0001-8761-8281"},"institutions":[{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]},{"id":"https://openalex.org/I60858718","display_name":"University of Aveiro","ror":"https://ror.org/00nt41z93","country_code":"PT","type":"education","lineage":["https://openalex.org/I60858718"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Susana Sargento","raw_affiliation_strings":["Instituto de Telecomunicacoes,Aveiro,Portugal,3810\u2013193","Departamento de Eletronica, Telecomunicacoes e Informatica, Universidade de Aveiro, Aveiro, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunicacoes,Aveiro,Portugal,3810\u2013193","institution_ids":["https://openalex.org/I4210120471"]},{"raw_affiliation_string":"Departamento de Eletronica, Telecomunicacoes e Informatica, Universidade de Aveiro, Aveiro, Portugal","institution_ids":["https://openalex.org/I60858718"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10524","display_name":"Traffic control and management","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9898999929428101,"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/computer-science","display_name":"Computer science","score":0.6537484526634216},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6476817727088928},{"id":"https://openalex.org/keywords/traffic-flow","display_name":"Traffic flow (computer networking)","score":0.5818194150924683},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.5732519626617432},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4350751042366028},{"id":"https://openalex.org/keywords/road-traffic-safety","display_name":"Road traffic safety","score":0.4295378029346466},{"id":"https://openalex.org/keywords/smart-city","display_name":"Smart city","score":0.4274800419807434},{"id":"https://openalex.org/keywords/road-traffic","display_name":"Road traffic","score":0.36642056703567505},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2646583616733551},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1899109184741974},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11567473411560059},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.09506836533546448}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6537484526634216},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6476817727088928},{"id":"https://openalex.org/C207512268","wikidata":"https://www.wikidata.org/wiki/Q3074551","display_name":"Traffic flow (computer networking)","level":2,"score":0.5818194150924683},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.5732519626617432},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4350751042366028},{"id":"https://openalex.org/C2777636896","wikidata":"https://www.wikidata.org/wiki/Q1147899","display_name":"Road traffic safety","level":3,"score":0.4295378029346466},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.4274800419807434},{"id":"https://openalex.org/C2985695025","wikidata":"https://www.wikidata.org/wiki/Q4323994","display_name":"Road traffic","level":2,"score":0.36642056703567505},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2646583616733551},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1899109184741974},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11567473411560059},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.09506836533546448},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wf-iot58464.2023.10539505","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wf-iot58464.2023.10539505","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 9th World Forum on Internet of Things (WF-IoT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.6399999856948853,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1551468058","https://openalex.org/W2258465644","https://openalex.org/W2608321990","https://openalex.org/W2799109291","https://openalex.org/W2811507150","https://openalex.org/W2941346927","https://openalex.org/W3040906473","https://openalex.org/W3096096022","https://openalex.org/W3208754611","https://openalex.org/W4226077847","https://openalex.org/W4293423607","https://openalex.org/W4313651612","https://openalex.org/W4361760437","https://openalex.org/W6749825310","https://openalex.org/W6770332605"],"related_works":["https://openalex.org/W2071635394","https://openalex.org/W4388916289","https://openalex.org/W2926628612","https://openalex.org/W2381314020","https://openalex.org/W2375983777","https://openalex.org/W3137051422","https://openalex.org/W2371121852","https://openalex.org/W615726615","https://openalex.org/W2586357114","https://openalex.org/W588520080"],"abstract_inverted_index":{"The":[0],"escalating":[1],"volume":[2],"of":[3,28,54,108,141,150],"traffic":[4,56,124,126,134,152,167,178],"and":[5,21,44,58,74,97,121,128,143,169,174,180],"the":[6,26,52,75,85,112,114,148],"urgent":[7],"need":[8],"for":[9,18,176],"enhanced":[10],"road":[11,59,182],"safety":[12,60,183],"have":[13],"emerged":[14],"as":[15],"critical":[16],"concerns":[17],"both":[19],"citizens":[20],"authorities.":[22],"In":[23],"this":[24],"context,":[25],"concept":[27],"smart":[29,185],"cities":[30],"has":[31],"proven":[32],"to":[33,40,80,99,147],"be":[34],"a":[35,55,91,94,105,139],"valuable":[36,163],"resource,":[37],"leveraging":[38],"sensors":[39],"gather":[41],"useful":[42],"data":[43,64,118],"enabling":[45],"comprehensive":[46,106],"city":[47],"monitoring.":[48],"This":[49],"study":[50],"proposes":[51],"development":[53,149],"management":[57,179],"platform":[61],"that":[62],"utilizes":[63],"from":[65,119],"diverse":[66],"sources.":[67],"Our":[68],"approach":[69],"begins":[70],"by":[71],"employing":[72],"cameras":[73],"YOLOv8":[76,98],"object":[77],"detection":[78],"model":[79,92],"detect":[81],"vehicles":[82],"traveling":[83],"in":[84,171,184],"wrong":[86],"direction.":[87],"Additionally,":[88],"we":[89,137],"trained":[90],"using":[93],"labeled":[95],"dataset":[96],"accurately":[100],"identify":[101],"potholes.":[102],"To":[103],"ensure":[104],"view":[107],"various":[109],"events":[110],"within":[111],"city,":[113],"proposed":[115],"system":[116],"integrates":[117],"HERE":[120],"OpenWeather,":[122],"including":[123],"events,":[125],"flow,":[127],"weather":[129],"data.":[130],"By":[131],"conducting":[132],"thorough":[133],"flow":[135],"analysis,":[136],"uncover":[138],"range":[140],"trends":[142],"seasonal":[144],"patterns,":[145],"leading":[146],"two":[151],"forecasting":[153],"models":[154,161],"based":[155],"on":[156],"LSTM":[157],"neural":[158],"networks.":[159],"These":[160],"provide":[162],"insights":[164],"into":[165],"future":[166],"patterns":[168],"aid":[170],"proactive":[172],"planning":[173],"decision-making":[175],"efficient":[177],"improved":[181],"cities.":[186]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}