{"id":"https://openalex.org/W2963103668","doi":"https://doi.org/10.1109/mnet.2018.1700460","title":"Big Data Driven Vehicular Networks","display_name":"Big Data Driven Vehicular Networks","publication_year":2018,"publication_date":"2018-08-29","ids":{"openalex":"https://openalex.org/W2963103668","doi":"https://doi.org/10.1109/mnet.2018.1700460","mag":"2963103668"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.2018.1700460","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2018.1700460","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","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/A5050651525","display_name":"Nan Cheng","orcid":"https://orcid.org/0000-0001-7907-2071"},"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":true,"raw_author_name":"Nan Cheng","raw_affiliation_strings":["University of Waterloo"],"affiliations":[{"raw_affiliation_string":"University of Waterloo","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035157184","display_name":"Feng Lyu","orcid":"https://orcid.org/0000-0002-2990-5415"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Lyu","raw_affiliation_strings":["Shanghai Jiao Tong University"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009814221","display_name":"Jiayin Chen","orcid":"https://orcid.org/0000-0002-7468-8990"},"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":"Jiayin Chen","raw_affiliation_strings":["University of Waterloo"],"affiliations":[{"raw_affiliation_string":"University of Waterloo","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063181504","display_name":"Wenchao Xu","orcid":"https://orcid.org/0000-0003-0983-387X"},"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":"Wenchao Xu","raw_affiliation_strings":["University of Waterloo"],"affiliations":[{"raw_affiliation_string":"University of Waterloo","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043286765","display_name":"Haibo Zhou","orcid":"https://orcid.org/0000-0002-6549-8917"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haibo Zhou","raw_affiliation_strings":["Nanjing University"],"affiliations":[{"raw_affiliation_string":"Nanjing University","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100325412","display_name":"Shan Zhang","orcid":"https://orcid.org/0000-0002-0978-3414"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shan Zhang","raw_affiliation_strings":["Beihang University"],"affiliations":[{"raw_affiliation_string":"Beihang University","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100773343","display_name":"Xuemin Shen","orcid":"https://orcid.org/0000-0002-4140-287X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xuemin Shen","raw_affiliation_strings":["University of Waterloo, Waterloo, ON, CA"],"affiliations":[{"raw_affiliation_string":"University of Waterloo, Waterloo, ON, CA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5050651525"],"corresponding_institution_ids":["https://openalex.org/I151746483"],"apc_list":null,"apc_paid":null,"fwci":24.5918,"has_fulltext":false,"cited_by_count":308,"citation_normalized_percentile":{"value":0.99736319,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"32","issue":"6","first_page":"160","last_page":"167"},"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9968000054359436,"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/T13553","display_name":"Age of Information Optimization","score":0.9864000082015991,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8403002023696899},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.7414842844009399},{"id":"https://openalex.org/keywords/vehicular-ad-hoc-network","display_name":"Vehicular ad hoc network","score":0.6972386240959167},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6098824739456177},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.552998960018158},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5114244818687439},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5097774863243103},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.4094887375831604},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.3713383078575134},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.29946619272232056},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.29789382219314575},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.10597798228263855},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.0966208279132843},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.09112370014190674}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8403002023696899},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.7414842844009399},{"id":"https://openalex.org/C192448918","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicular ad hoc network","level":4,"score":0.6972386240959167},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6098824739456177},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.552998960018158},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5114244818687439},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5097774863243103},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.4094887375831604},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3713383078575134},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.29946619272232056},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.29789382219314575},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.10597798228263855},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0966208279132843},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.09112370014190674},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mnet.2018.1700460","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2018.1700460","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-149694","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-149694","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1968590904","https://openalex.org/W1978033922","https://openalex.org/W2048294994","https://openalex.org/W2054692642","https://openalex.org/W2109094293","https://openalex.org/W2111414907","https://openalex.org/W2114112123","https://openalex.org/W2139954814","https://openalex.org/W2159128662","https://openalex.org/W2547617872","https://openalex.org/W2601845368","https://openalex.org/W2607164663","https://openalex.org/W2743191418"],"related_works":["https://openalex.org/W2768875466","https://openalex.org/W2941933187","https://openalex.org/W2171926540","https://openalex.org/W3135686529","https://openalex.org/W1965794214","https://openalex.org/W2537084548","https://openalex.org/W2511430660","https://openalex.org/W2094304649","https://openalex.org/W2351085950","https://openalex.org/W1500139640"],"abstract_inverted_index":{"VANETs":[0,38,60,80,97,101,119],"enable":[1],"information":[2],"exchange":[3],"among":[4],"vehicles,":[5],"other":[6,55],"end":[7],"devices":[8],"and":[9,23,30,35,48,66,84,99],"public":[10],"networks,":[11],"which":[12],"plays":[13],"a":[14,57,108],"key":[15],"role":[16],"in":[17],"road":[18],"safety/infotainment,":[19],"intelligent":[20],"transportation":[21],"systems,":[22],"self-driving":[24],"systems.":[25],"As":[26],"vehicular":[27],"connectivity":[28],"soars,":[29],"new":[31],"on-road":[32],"mobile":[33],"applications":[34],"technologies":[36,81],"emerge,":[37],"are":[39,103,115],"generating":[40],"an":[41],"ever-increasing":[42],"amount":[43],"of":[44,59,72],"data,":[45],"requiring":[46],"fast":[47],"reliable":[49],"transmissions":[50],"through":[51],"VANETs.":[52,73],"On":[53],"the":[54,70,90],"hand,":[56],"variety":[58],"related":[61],"data":[62,94,121],"can":[63],"be":[64],"analyzed":[65],"utilized":[67],"to":[68,82,117],"improve":[69],"performance":[71,102],"In":[74],"this":[75],"article,":[76],"we":[77,106],"first":[78],"review":[79],"efficiently":[83,123],"reliably":[85],"transmit":[86],"big":[87,93],"data.":[88],"Then,":[89],"methods":[91],"employing":[92],"for":[95,122],"studying":[96],"characteristics":[98],"improving":[100],"discussed.":[104],"Furthermore,":[105],"present":[107],"case":[109],"study":[110],"where":[111],"machine":[112],"learning":[113],"schemes":[114],"applied":[116],"analyze":[118],"measurement":[120],"detecting":[124],"negative":[125],"communication":[126],"conditions.":[127]},"counts_by_year":[{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":21},{"year":2023,"cited_by_count":34},{"year":2022,"cited_by_count":50},{"year":2021,"cited_by_count":49},{"year":2020,"cited_by_count":71},{"year":2019,"cited_by_count":47},{"year":2018,"cited_by_count":24}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}