{"id":"https://openalex.org/W2606287959","doi":"https://doi.org/10.1007/978-3-319-57045-7_5","title":"A Big Data Architecture for Traffic Forecasting Using Multi-Source Information","display_name":"A Big Data Architecture for Traffic Forecasting Using Multi-Source Information","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2606287959","doi":"https://doi.org/10.1007/978-3-319-57045-7_5","mag":"2606287959"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-57045-7_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-57045-7_5","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5064042308","display_name":"Yannis Petalas","orcid":null},"institutions":[{"id":"https://openalex.org/I119664326","display_name":"University of Wolverhampton","ror":"https://ror.org/01k2y1055","country_code":"GB","type":"education","lineage":["https://openalex.org/I119664326"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Yannis G. Petalas","raw_affiliation_strings":["Sustainable Transport Research Group, Department of Civil Engineering, Faculty of Science and Engineering, University of Wolverhampton, Wolverhampton, UK"],"affiliations":[{"raw_affiliation_string":"Sustainable Transport Research Group, Department of Civil Engineering, Faculty of Science and Engineering, University of Wolverhampton, Wolverhampton, UK","institution_ids":["https://openalex.org/I119664326"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055682196","display_name":"Ahmed Chiheb Ammari","orcid":"https://orcid.org/0000-0002-9939-1624"},"institutions":[{"id":"https://openalex.org/I119664326","display_name":"University of Wolverhampton","ror":"https://ror.org/01k2y1055","country_code":"GB","type":"education","lineage":["https://openalex.org/I119664326"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ahmad Ammari","raw_affiliation_strings":["Sustainable Transport Research Group, Department of Civil Engineering, Faculty of Science and Engineering, University of Wolverhampton, Wolverhampton, UK"],"affiliations":[{"raw_affiliation_string":"Sustainable Transport Research Group, Department of Civil Engineering, Faculty of Science and Engineering, University of Wolverhampton, Wolverhampton, UK","institution_ids":["https://openalex.org/I119664326"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Panos Georgakis","orcid":null},"institutions":[{"id":"https://openalex.org/I119664326","display_name":"University of Wolverhampton","ror":"https://ror.org/01k2y1055","country_code":"GB","type":"education","lineage":["https://openalex.org/I119664326"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Panos Georgakis","raw_affiliation_strings":["Sustainable Transport Research Group, Department of Civil Engineering, Faculty of Science and Engineering, University of Wolverhampton, Wolverhampton, UK"],"affiliations":[{"raw_affiliation_string":"Sustainable Transport Research Group, Department of Civil Engineering, Faculty of Science and Engineering, University of Wolverhampton, Wolverhampton, UK","institution_ids":["https://openalex.org/I119664326"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032333167","display_name":"Chris Nwagboso","orcid":"https://orcid.org/0009-0002-3012-6491"},"institutions":[{"id":"https://openalex.org/I119664326","display_name":"University of Wolverhampton","ror":"https://ror.org/01k2y1055","country_code":"GB","type":"education","lineage":["https://openalex.org/I119664326"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Chris Nwagboso","raw_affiliation_strings":["Sustainable Transport Research Group, Department of Civil Engineering, Faculty of Science and Engineering, University of Wolverhampton, Wolverhampton, UK"],"affiliations":[{"raw_affiliation_string":"Sustainable Transport Research Group, Department of Civil Engineering, Faculty of Science and Engineering, University of Wolverhampton, Wolverhampton, UK","institution_ids":["https://openalex.org/I119664326"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5064042308"],"corresponding_institution_ids":["https://openalex.org/I119664326"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":6.5039,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.96816609,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"65","last_page":"83"},"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":0.9979000091552734,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9922000169754028,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7949630618095398},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.7041734457015991},{"id":"https://openalex.org/keywords/metropolitan-area","display_name":"Metropolitan area","score":0.6826714277267456},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.626926600933075},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.605430006980896},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6009158492088318},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5089313983917236},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.5074741244316101},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.46875715255737305},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3172345757484436},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.2981897294521332},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09566754102706909}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7949630618095398},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.7041734457015991},{"id":"https://openalex.org/C158739034","wikidata":"https://www.wikidata.org/wiki/Q1907114","display_name":"Metropolitan area","level":2,"score":0.6826714277267456},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.626926600933075},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.605430006980896},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6009158492088318},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5089313983917236},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.5074741244316101},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.46875715255737305},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3172345757484436},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.2981897294521332},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09566754102706909},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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:10.1007/978-3-319-57045-7_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-57045-7_5","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.8199999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W17009997","https://openalex.org/W38739846","https://openalex.org/W153635419","https://openalex.org/W186039566","https://openalex.org/W398005362","https://openalex.org/W613760533","https://openalex.org/W626441390","https://openalex.org/W1554944419","https://openalex.org/W1801809520","https://openalex.org/W1967681834","https://openalex.org/W1971757341","https://openalex.org/W1973943669","https://openalex.org/W1984957082","https://openalex.org/W1984969638","https://openalex.org/W1988489815","https://openalex.org/W2004353783","https://openalex.org/W2004831545","https://openalex.org/W2005248249","https://openalex.org/W2008483594","https://openalex.org/W2009797633","https://openalex.org/W2026464360","https://openalex.org/W2027392238","https://openalex.org/W2032717371","https://openalex.org/W2035133109","https://openalex.org/W2040297119","https://openalex.org/W2049777773","https://openalex.org/W2057918527","https://openalex.org/W2061543761","https://openalex.org/W2066377449","https://openalex.org/W2075759158","https://openalex.org/W2077537883","https://openalex.org/W2082533141","https://openalex.org/W2089555533","https://openalex.org/W2094350745","https://openalex.org/W2097498150","https://openalex.org/W2101234009","https://openalex.org/W2116512828","https://openalex.org/W2120054128","https://openalex.org/W2124776405","https://openalex.org/W2131819535","https://openalex.org/W2132711183","https://openalex.org/W2139606794","https://openalex.org/W2141961485","https://openalex.org/W2145039203","https://openalex.org/W2146473102","https://openalex.org/W2148603752","https://openalex.org/W2154330755","https://openalex.org/W2156909104","https://openalex.org/W2160141294","https://openalex.org/W2160507653","https://openalex.org/W2171234954","https://openalex.org/W2181330107","https://openalex.org/W2215496495","https://openalex.org/W2285257517","https://openalex.org/W2313953460","https://openalex.org/W2470965300","https://openalex.org/W2749040017","https://openalex.org/W2771044948","https://openalex.org/W2787894218","https://openalex.org/W2811507150","https://openalex.org/W2911964244","https://openalex.org/W3124784323","https://openalex.org/W4206686222","https://openalex.org/W4229539396"],"related_works":["https://openalex.org/W4212929323","https://openalex.org/W2045046253","https://openalex.org/W2000995042","https://openalex.org/W2494740635","https://openalex.org/W1632599465","https://openalex.org/W1563545158","https://openalex.org/W2115206115","https://openalex.org/W2091545482","https://openalex.org/W3177269507","https://openalex.org/W2379499532"],"abstract_inverted_index":null,"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":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}