{"id":"https://openalex.org/W2565880651","doi":"https://doi.org/10.1109/itsc.2016.7795786","title":"Using GPS-based AVL data to calculate and predict traffic network performance metrics: A systematic review","display_name":"Using GPS-based AVL data to calculate and predict traffic network performance metrics: A systematic review","publication_year":2016,"publication_date":"2016-11-01","ids":{"openalex":"https://openalex.org/W2565880651","doi":"https://doi.org/10.1109/itsc.2016.7795786","mag":"2565880651"},"language":"en","primary_location":{"id":"doi:10.1109/itsc.2016.7795786","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc.2016.7795786","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC)","raw_type":"proceedings-article"},"type":"review","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/A5002476210","display_name":"Miguel Sandim","orcid":null},"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/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Miguel Sandim","raw_affiliation_strings":["Instituto de Telecomunica&#x00E7;&#x00F5;es, Faculty of Engineering, University of Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunica&#x00E7;&#x00F5;es, Faculty of Engineering, University of Porto, Portugal","institution_ids":["https://openalex.org/I4210120471","https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044136233","display_name":"Rosaldo J. F. Rossetti","orcid":"https://orcid.org/0000-0002-1566-7006"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Rosaldo J. F. Rossetti","raw_affiliation_strings":["Artificial Intelligence and Computer Science Laboratory, Department of Informatics Engineering, Faculty of Engineering, University of Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence and Computer Science Laboratory, Department of Informatics Engineering, Faculty of Engineering, University of Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018328066","display_name":"Daniel C. Moura","orcid":"https://orcid.org/0000-0002-8909-6947"},"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/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Daniel C. Moura","raw_affiliation_strings":["Instituto de Telecomunica&#x00E7;&#x00F5;es, Faculty of Engineering, University of Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunica&#x00E7;&#x00F5;es, Faculty of Engineering, University of Porto, Portugal","institution_ids":["https://openalex.org/I4210120471","https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002045739","display_name":"Zafeiris Kokkinogenis","orcid":"https://orcid.org/0000-0002-0247-4184"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Zafeiris Kokkinogenis","raw_affiliation_strings":["Artificial Intelligence and Computer Science Laboratory, Department of Informatics Engineering, Faculty of Engineering, University of Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence and Computer Science Laboratory, Department of Informatics Engineering, Faculty of Engineering, University of Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002315024","display_name":"Thiago R. P. M. R\u00fabio","orcid":"https://orcid.org/0000-0001-7450-8075"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Thiago R. P. M. R\u00fabio","raw_affiliation_strings":["Artificial Intelligence and Computer Science Laboratory, Department of Informatics Engineering, Faculty of Engineering, University of Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence and Computer Science Laboratory, Department of Informatics Engineering, Faculty of Engineering, University of Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5002476210"],"corresponding_institution_ids":["https://openalex.org/I182534213","https://openalex.org/I4210120471"],"apc_list":null,"apc_paid":null,"fwci":0.6098,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.75035078,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":1.0,"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":1.0,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9994999766349792,"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/T10524","display_name":"Traffic control and management","score":0.9983999729156494,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/taxis","display_name":"Taxis","score":0.8519558906555176},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.8148235082626343},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7266817688941956},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.6176565289497375},{"id":"https://openalex.org/keywords/automatic-vehicle-location","display_name":"Automatic vehicle location","score":0.5474744439125061},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4487912058830261},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.4051188826560974},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3393637239933014},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3334510922431946},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1613522469997406},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1382649838924408}],"concepts":[{"id":"https://openalex.org/C183373512","wikidata":"https://www.wikidata.org/wiki/Q949618","display_name":"Taxis","level":2,"score":0.8519558906555176},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.8148235082626343},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7266817688941956},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.6176565289497375},{"id":"https://openalex.org/C202176563","wikidata":"https://www.wikidata.org/wiki/Q2527484","display_name":"Automatic vehicle location","level":3,"score":0.5474744439125061},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4487912058830261},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.4051188826560974},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3393637239933014},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3334510922431946},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1613522469997406},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1382649838924408}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/itsc.2016.7795786","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc.2016.7795786","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W114486372","https://openalex.org/W198123220","https://openalex.org/W566072128","https://openalex.org/W566196439","https://openalex.org/W645282532","https://openalex.org/W1510801819","https://openalex.org/W1549382001","https://openalex.org/W1662758337","https://openalex.org/W1937847179","https://openalex.org/W1970710306","https://openalex.org/W1976223062","https://openalex.org/W1989713135","https://openalex.org/W2021472139","https://openalex.org/W2023402893","https://openalex.org/W2027665506","https://openalex.org/W2031346385","https://openalex.org/W2038921590","https://openalex.org/W2041644399","https://openalex.org/W2042327541","https://openalex.org/W2045174117","https://openalex.org/W2050134713","https://openalex.org/W2062931431","https://openalex.org/W2069069662","https://openalex.org/W2073209910","https://openalex.org/W2076663670","https://openalex.org/W2077963913","https://openalex.org/W2078967772","https://openalex.org/W2093855404","https://openalex.org/W2113279362","https://openalex.org/W2126687488","https://openalex.org/W2136861342","https://openalex.org/W2140041726","https://openalex.org/W2142382652","https://openalex.org/W2144462757","https://openalex.org/W2145438115","https://openalex.org/W2153701318","https://openalex.org/W2155044259","https://openalex.org/W2156145130","https://openalex.org/W2165973404","https://openalex.org/W2168791259","https://openalex.org/W2168894761","https://openalex.org/W2169991130","https://openalex.org/W2170133736","https://openalex.org/W2183761304","https://openalex.org/W2189139187","https://openalex.org/W2211595816","https://openalex.org/W2725385476","https://openalex.org/W2962917186","https://openalex.org/W4285719527","https://openalex.org/W6621237032","https://openalex.org/W6683030227","https://openalex.org/W6684456340","https://openalex.org/W6687341440","https://openalex.org/W6964902963"],"related_works":["https://openalex.org/W2114323843","https://openalex.org/W2566512831","https://openalex.org/W2048063172","https://openalex.org/W4377842829","https://openalex.org/W2971083806","https://openalex.org/W3151817953","https://openalex.org/W611346810","https://openalex.org/W3149198594","https://openalex.org/W2368366001","https://openalex.org/W262982000"],"abstract_inverted_index":{"Automatic":[0],"Vehicle":[1],"Location":[2],"(AVL)":[3],"is":[4,21,54],"becoming":[5],"an":[6,22,124],"important":[7],"tool":[8],"in":[9,14,56,126],"Intelligent":[10],"Transportation":[11],"Systems":[12],"(ITS)":[13],"the":[15,31,43,46,49,88,117,127,138,156],"past":[16],"few":[17],"years,":[18,139],"as":[19,140,142],"it":[20],"effective":[23],"way":[24],"of":[25,45,51,59,102,129,146,149],"collecting":[26],"and":[27,66,83,93,97,113,131,153],"transmitting":[28],"data":[29,95],"regarding":[30,48,90,134],"vehicle's":[32],"trip":[33],"for":[34,41],"real-time":[35],"or":[36,77],"future":[37],"use.":[38],"A":[39],"methodology":[40],"analyzing":[42],"state":[44],"art":[47],"application":[50],"these":[52],"systems":[53,82],"proposed":[55],"a":[57,60,100,143],"form":[58],"systematic":[61],"literature":[62,89],"review,":[63],"by":[64],"identifying":[65],"systematizing":[67],"possible":[68],"transportation":[69],"network":[70],"performance":[71,106],"metrics":[72,107],"that":[73],"can":[74],"be":[75],"calculated":[76],"predicted":[78],"using":[79],"GPS-based":[80],"AVL":[81],"inferring":[84],"tendencies":[85],"observed":[86],"throughout":[87],"techniques":[91],"used":[92,158],"sensor":[94],"source":[96],"usage.":[98],"As":[99],"result":[101],"this":[103,135,147],"research,":[104],"several":[105],"were":[108],"identified,":[109],"with":[110,151],"Travel":[111],"Time":[112],"Average":[114],"Speed":[115],"being":[116,155],"most":[118,157],"recurrent":[119],"ones.":[120],"The":[121],"conclusions":[122],"reveal":[123],"increase":[125],"number":[128],"publications":[130],"research":[132],"projects":[133],"topic":[136],"over":[137],"well":[141],"promising":[144],"potential":[145],"type":[148],"technology,":[150],"buses":[152],"taxis":[154],"probe":[159],"vehicles.":[160]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
