{"id":"https://openalex.org/W2885255057","doi":"https://doi.org/10.1109/icc.2018.8422972","title":"Context-Aware Vehicle Route Recommendation Platform: Exploring Open and Crowdsourced Data","display_name":"Context-Aware Vehicle Route Recommendation Platform: Exploring Open and Crowdsourced Data","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2885255057","doi":"https://doi.org/10.1109/icc.2018.8422972","mag":"2885255057"},"language":"en","primary_location":{"id":"doi:10.1109/icc.2018.8422972","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2018.8422972","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Communications (ICC)","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/A5002054237","display_name":"Frances Albert Santos","orcid":"https://orcid.org/0000-0002-0110-6507"},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"Ontario Tech University","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Frances A. Santos","raw_affiliation_strings":["Faculty of Business and Information Technology, University of Ontario Institute of Technology, Oshawa, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Business and Information Technology, University of Ontario Institute of Technology, Oshawa, ON, Canada","institution_ids":["https://openalex.org/I39470171"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090301981","display_name":"Diego O. Rodrigues","orcid":"https://orcid.org/0000-0003-2150-5676"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Diego O. Rodrigues","raw_affiliation_strings":["Institute of Computing, University of Campinas, Campinas, SP, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computing, University of Campinas, Campinas, SP, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072023060","display_name":"Thiago H. Silva","orcid":"https://orcid.org/0000-0001-6994-8076"},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Thiago H. Silva","raw_affiliation_strings":["Department of Informatics, Federal University of Technology of Paran\u00e1, Curitiba, PR, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, Federal University of Technology of Paran\u00e1, Curitiba, PR, Brazil","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076640892","display_name":"Ant\u00f4nio A. F. Loureiro","orcid":"https://orcid.org/0000-0002-5250-1785"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Antonio A. F. Loureiro","raw_affiliation_strings":["Computer Science Department, Federal University of Minas Gerais, Belo Horizonte, MG, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Federal University of Minas Gerais, Belo Horizonte, MG, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056884284","display_name":"Richard W. Pazzi","orcid":"https://orcid.org/0000-0003-4308-6265"},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"Ontario Tech University","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Richard W. Pazzi","raw_affiliation_strings":["Faculty of Business and Information Technology, University of Ontario Institute of Technology, Oshawa, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Business and Information Technology, University of Ontario Institute of Technology, Oshawa, ON, Canada","institution_ids":["https://openalex.org/I39470171"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025642074","display_name":"Leandro A. Villas","orcid":"https://orcid.org/0000-0002-3372-3366"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leandro A. Villas","raw_affiliation_strings":["Institute of Computing, University of Campinas, Campinas, SP, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computing, University of Campinas, Campinas, SP, Brazil","institution_ids":["https://openalex.org/I181391015"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.8556,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.92518925,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9998000264167786,"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/T11106","display_name":"Data Management and Algorithms","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9934999942779541,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.800569474697113},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.7021731734275818},{"id":"https://openalex.org/keywords/participatory-sensing","display_name":"Participatory sensing","score":0.6860441565513611},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6804347634315491},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6137001514434814},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5191499590873718},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4833531081676483},{"id":"https://openalex.org/keywords/citizen-journalism","display_name":"Citizen journalism","score":0.45045122504234314},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4461371898651123},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.43641397356987},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.15745607018470764},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.07755136489868164}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.800569474697113},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.7021731734275818},{"id":"https://openalex.org/C2779208394","wikidata":"https://www.wikidata.org/wiki/Q7140460","display_name":"Participatory sensing","level":2,"score":0.6860441565513611},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6804347634315491},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6137001514434814},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5191499590873718},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4833531081676483},{"id":"https://openalex.org/C203663800","wikidata":"https://www.wikidata.org/wiki/Q848979","display_name":"Citizen journalism","level":2,"score":0.45045122504234314},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4461371898651123},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.43641397356987},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.15745607018470764},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.07755136489868164},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","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:10.1109/icc.2018.8422972","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2018.8422972","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6899999976158142,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W642003551","https://openalex.org/W1614580925","https://openalex.org/W1664061557","https://openalex.org/W1673310716","https://openalex.org/W1980365054","https://openalex.org/W1985377264","https://openalex.org/W1992419399","https://openalex.org/W2011152193","https://openalex.org/W2029551165","https://openalex.org/W2036265926","https://openalex.org/W2045828470","https://openalex.org/W2048294994","https://openalex.org/W2061651455","https://openalex.org/W2071556570","https://openalex.org/W2101167671","https://openalex.org/W2109131669","https://openalex.org/W2170726034","https://openalex.org/W2585510280","https://openalex.org/W2741398047","https://openalex.org/W2749882697","https://openalex.org/W6637029157","https://openalex.org/W6637131181","https://openalex.org/W6685146747"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4390273403","https://openalex.org/W2063769785","https://openalex.org/W4386781444","https://openalex.org/W4247566972","https://openalex.org/W1970299606","https://openalex.org/W2807814471","https://openalex.org/W4236893706","https://openalex.org/W3130113503","https://openalex.org/W3014860623"],"abstract_inverted_index":{"An":[0],"increasing":[1],"number":[2],"of":[3,94,103,112,139,159],"users":[4],"have":[5],"been":[6],"adopting":[7],"route":[8,78,143,179],"recommendation":[9,65,79,88],"systems,":[10],"mostly":[11],"motivated":[12],"by":[13,106,119,127],"the":[14,28,40,64,92,110,120,137,157],"convenience":[15],"that":[16],"those":[17,25],"systems":[18,26],"bring":[19],"to":[20,36,75,85,145,149,176],"their":[21],"traffic":[22,32],"experiences.":[23],"Usually,":[24],"observe":[27],"historical":[29],"and":[30,38,55,122],"current":[31],"conditions":[33],"in":[34,63,69,109,129],"order":[35],"evaluate":[37],"recommend":[39],"fastest":[41],"routes.":[42],"However,":[43],"besides":[44],"mobility":[45],"aspects,":[46],"more":[47],"contextual":[48],"information":[49],"such":[50],"as":[51],"unplanned":[52],"street":[53],"events":[54],"neighborhood":[56],"safety,":[57],"are":[58],"not":[59],"taken":[60],"into":[61],"account":[62],"process.":[66],"With":[67],"this":[68],"mind,":[70],"we":[71,100],"propose":[72],"a":[73,130],"platform":[74,83],"support":[76],"context-aware":[77,178],"systems.":[80],"The":[81],"proposed":[82],"aims":[84],"improve":[86,177],"existing":[87],"algorithms":[89],"or":[90],"enable":[91],"proposal":[93],"new":[95],"ones.":[96],"To":[97],"assess":[98],"it,":[99],"use":[101],"datasets":[102],"routes":[104],"suggested":[105],"Google":[107],"Maps":[108],"city":[111,121],"Curitiba,":[113],"Brazil,":[114],"official":[115],"open":[116],"data":[117,124,172],"provided":[118],"also":[123],"generated":[125],"voluntarily":[126],"citizens":[128],"participatory":[131],"sensing":[132],"fashion.":[133],"Our":[134],"results":[135,166],"show":[136],"existence":[138],"an":[140,153],"opportunity":[141],"for":[142],"planners":[144],"provide":[146],"personalized":[147],"services":[148],"users,":[150],"which":[151],"is":[152],"important":[154],"step":[155],"towards":[156],"development":[158],"context-":[160],"aware":[161],"vehicular":[162],"networks.":[163],"Besides,":[164],"these":[165],"illustrate":[167],"how":[168],"publicly":[169],"available":[170],"big":[171],"can":[173],"be":[174],"explored":[175],"recommendations.":[180]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}