{"id":"https://openalex.org/W2888125957","doi":"https://doi.org/10.1109/jiot.2018.2867039","title":"Parallel Vehicular Networks: A CPSS-Based Approach via Multimodal Big Data in IoV","display_name":"Parallel Vehicular Networks: A CPSS-Based Approach via Multimodal Big Data in IoV","publication_year":2018,"publication_date":"2018-08-24","ids":{"openalex":"https://openalex.org/W2888125957","doi":"https://doi.org/10.1109/jiot.2018.2867039","mag":"2888125957"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2018.2867039","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2018.2867039","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","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/A5101991915","display_name":"Shuangshuang Han","orcid":"https://orcid.org/0000-0002-7854-0766"},"institutions":[{"id":"https://openalex.org/I4210112270","display_name":"Qingdao Academy of Intelligent Industries","ror":"https://ror.org/02a0rnh86","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210112270"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuangshuang Han","raw_affiliation_strings":["Vehicle Intelligence Pioneers Inc., Qingdao, China"],"affiliations":[{"raw_affiliation_string":"Vehicle Intelligence Pioneers Inc., Qingdao, China","institution_ids":["https://openalex.org/I4210112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112719601","display_name":"Xiao Wang","orcid":"https://orcid.org/0000-0002-0008-0659"},"institutions":[{"id":"https://openalex.org/I4210112270","display_name":"Qingdao Academy of Intelligent Industries","ror":"https://ror.org/02a0rnh86","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210112270"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Wang","raw_affiliation_strings":["Vehicle Intelligence Pioneers Inc., Qingdao, China"],"affiliations":[{"raw_affiliation_string":"Vehicle Intelligence Pioneers Inc., Qingdao, China","institution_ids":["https://openalex.org/I4210112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007781850","display_name":"Jun Jason Zhang","orcid":"https://orcid.org/0000-0001-6908-2671"},"institutions":[{"id":"https://openalex.org/I131651094","display_name":"University of Denver","ror":"https://ror.org/04w7skc03","country_code":"US","type":"education","lineage":["https://openalex.org/I131651094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jun Jason Zhang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Denver, Denver, CO, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Denver, Denver, CO, USA","institution_ids":["https://openalex.org/I131651094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009572966","display_name":"Dongpu Cao","orcid":"https://orcid.org/0000-0003-2541-5272"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Dongpu Cao","raw_affiliation_strings":["Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113600509","display_name":"Fei\u2010Yue Wang","orcid":"https://orcid.org/0000-0001-9185-3989"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei-Yue Wang","raw_affiliation_strings":["Research Center for Military Computational Experiments and Parallel Systems Technology, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Research Center for Military Computational Experiments and Parallel Systems Technology, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101991915"],"corresponding_institution_ids":["https://openalex.org/I4210112270"],"apc_list":null,"apc_paid":null,"fwci":1.8313,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.86248707,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"6","issue":"1","first_page":"1079","last_page":"1089"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.9940000176429749,"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":0.8520531058311462},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.630567193031311},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.6084122657775879},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5455361008644104},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5002150535583496},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4841676354408264},{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.4335521161556244},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3849647641181946},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.20552614331245422}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8520531058311462},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.630567193031311},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.6084122657775879},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5455361008644104},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5002150535583496},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4841676354408264},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.4335521161556244},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3849647641181946},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.20552614331245422},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jiot.2018.2867039","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2018.2867039","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"},{"id":"pmh:oai:digitalcommons.du.edu:electrical_engineering_faculty-1037","is_oa":false,"landing_page_url":"https://digitalcommons.du.edu/electrical_engineering_faculty/23","pdf_url":null,"source":{"id":"https://openalex.org/S4377196520","display_name":"Digital Commons - DU (University of Denver)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I131651094","host_organization_name":"University of Denver","host_organization_lineage":["https://openalex.org/I131651094"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Electrical and Computer Engineering: Faculty Scholarship","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.41999998688697815,"display_name":"Partnerships for the goals"}],"awards":[{"id":"https://openalex.org/G1812696284","display_name":null,"funder_award_id":"61702519","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4832151346","display_name":null,"funder_award_id":"61533019","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6447116656","display_name":null,"funder_award_id":"Z181100008918007","funder_id":"https://openalex.org/F4320325902","funder_display_name":"Beijing Municipal Science and Technology Commission"},{"id":"https://openalex.org/G754318926","display_name":null,"funder_award_id":"61501461","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7641218627","display_name":null,"funder_award_id":"91720000","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320325902","display_name":"Beijing Municipal Science and Technology Commission","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1539811621","https://openalex.org/W1873407489","https://openalex.org/W1969907290","https://openalex.org/W1995653314","https://openalex.org/W2000042664","https://openalex.org/W2010947830","https://openalex.org/W2030316176","https://openalex.org/W2055464632","https://openalex.org/W2058401212","https://openalex.org/W2072160722","https://openalex.org/W2072343584","https://openalex.org/W2129421350","https://openalex.org/W2133747588","https://openalex.org/W2154703456","https://openalex.org/W2157646602","https://openalex.org/W2158003279","https://openalex.org/W2167431606","https://openalex.org/W2242231635","https://openalex.org/W2347899093","https://openalex.org/W2365688362","https://openalex.org/W2462602202","https://openalex.org/W2464933944","https://openalex.org/W2472333518","https://openalex.org/W2493576397","https://openalex.org/W2509709458","https://openalex.org/W2515570515","https://openalex.org/W2555199466","https://openalex.org/W2571841060","https://openalex.org/W2579735917","https://openalex.org/W2595466675","https://openalex.org/W2613403349","https://openalex.org/W2734479159","https://openalex.org/W2741151486","https://openalex.org/W2754582354","https://openalex.org/W2768431262","https://openalex.org/W2778363563","https://openalex.org/W2787118002","https://openalex.org/W2789514895","https://openalex.org/W2791788394","https://openalex.org/W2803692342","https://openalex.org/W2805225791"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4405901645","https://openalex.org/W4394895745","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W4293114618"],"abstract_inverted_index":{"Vehicular":[0],"networks":[1],"(VNs)":[2],"have":[3],"received":[4],"great":[5],"attention":[6],"as":[7],"one":[8],"of":[9,22,52],"the":[10,20,117],"crucial":[11],"supportive":[12],"techniques":[13],"for":[14,77,83,90,125,134],"intelligent":[15],"transportation":[16],"systems":[17],"(ITSs).":[18],"However,":[19],"introduction":[21],"dynamic":[23],"and":[24,57,61,65,79,85,87,92,97,101,110,122,139],"complex":[25],"human":[26],"behaviors":[27],"into":[28],"VNs":[29,43,76],"makes":[30],"it":[31],"a":[32,131,136],"cyber-social-physical":[33],"system.":[34],"Thus,":[35,94],"artificial":[36,75],"systems,":[37],"computational":[38,81],"experiments,":[39],"parallel":[40,42,88],"executions-based":[41],"(PVN)":[44],"are":[45,63,70,106],"proposed":[46,128],"in":[47,145],"this":[48],"paper.":[49],"The":[50,127],"framework":[51],"PVN":[53,72,129],"is":[54,113],"then":[55],"designed":[56],"presented,":[58],"its":[59,66],"characteristics":[60],"applications":[62],"demonstrated,":[64],"related":[67],"research":[68],"challenges":[69],"discussed.":[71],"uses":[73],"software-defined":[74],"modeling":[78],"representation,":[80],"experiments":[82],"analysis":[84],"evaluation,":[86],"execution":[89],"control":[91],"management.":[93],"more":[95],"reliable":[96],"efficient":[98,140],"traffic":[99],"status":[100],"ultrahigh":[102],"data":[103],"rate":[104],"communications":[105],"obtained":[107],"among":[108,142],"vehicles":[109,144],"infrastructures,":[111],"which":[112],"expected":[114],"to":[115],"achieve":[116],"descriptive":[118],"intelligence,":[119,121],"predictive":[120],"prescription":[123],"intelligence":[124],"VNs.":[126],"offers":[130],"competitive":[132],"solution":[133],"achieving":[135],"smooth,":[137],"safe,":[138],"cooperation":[141],"connected":[143],"future":[146],"ITSs.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
