{"id":"https://openalex.org/W2888408921","doi":"https://doi.org/10.1109/percom.2018.8444581","title":"A Platform Solution of Data-Quality Improvement for Internet-of-Vehicle Services","display_name":"A Platform Solution of Data-Quality Improvement for Internet-of-Vehicle Services","publication_year":2018,"publication_date":"2018-03-01","ids":{"openalex":"https://openalex.org/W2888408921","doi":"https://doi.org/10.1109/percom.2018.8444581","mag":"2888408921"},"language":"en","primary_location":{"id":"doi:10.1109/percom.2018.8444581","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percom.2018.8444581","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 Pervasive Computing and Communications (PerCom)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100381699","display_name":"Mingming Zhang","orcid":"https://orcid.org/0000-0002-1466-1753"},"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":"Mingming Zhang","raw_affiliation_strings":["BDBC, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BDBC, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066123431","display_name":"Tianyu Wo","orcid":"https://orcid.org/0000-0002-5331-3364"},"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":"Tianyu Wo","raw_affiliation_strings":["BDBC, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BDBC, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048118068","display_name":"Tao Xie","orcid":"https://orcid.org/0000-0002-6731-216X"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tao Xie","raw_affiliation_strings":["Department of Computer Science, University of Illinois, Urbana-Champaign, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Illinois, Urbana-Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"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/T11719","display_name":"Data Quality and Management","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9544000029563904,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9509999752044678,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/dependability","display_name":"Dependability","score":0.799312949180603},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.696212887763977},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.585752010345459},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5452225804328918},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5059029459953308},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.4720257818698883},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.4462394714355469},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4150477349758148},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.39183151721954346},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2501690983772278},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.18008103966712952},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10652366280555725},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.09675109386444092},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08346804976463318}],"concepts":[{"id":"https://openalex.org/C77019957","wikidata":"https://www.wikidata.org/wiki/Q2689057","display_name":"Dependability","level":2,"score":0.799312949180603},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.696212887763977},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.585752010345459},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5452225804328918},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5059029459953308},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.4720257818698883},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4462394714355469},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4150477349758148},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.39183151721954346},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2501690983772278},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.18008103966712952},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10652366280555725},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.09675109386444092},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08346804976463318},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/percom.2018.8444581","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percom.2018.8444581","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 Pervasive Computing and Communications (PerCom)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6299999952316284}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W80917968","https://openalex.org/W1515390491","https://openalex.org/W1543388142","https://openalex.org/W1565377632","https://openalex.org/W1567491469","https://openalex.org/W1971751574","https://openalex.org/W1973653891","https://openalex.org/W1975507068","https://openalex.org/W1993683612","https://openalex.org/W2004291985","https://openalex.org/W2019032942","https://openalex.org/W2058335820","https://openalex.org/W2089468765","https://openalex.org/W2109204689","https://openalex.org/W2117366235","https://openalex.org/W2122646361","https://openalex.org/W2134255060","https://openalex.org/W2136848157","https://openalex.org/W2137693329","https://openalex.org/W2139339877","https://openalex.org/W2141315208","https://openalex.org/W2147694185","https://openalex.org/W2752345956","https://openalex.org/W6632547301"],"related_works":["https://openalex.org/W4252527915","https://openalex.org/W2409287660","https://openalex.org/W2233357156","https://openalex.org/W1976489385","https://openalex.org/W4256317220","https://openalex.org/W1506225852","https://openalex.org/W2141414364","https://openalex.org/W2891888580","https://openalex.org/W2215544391","https://openalex.org/W4210350690"],"abstract_inverted_index":{"Interconnection":[0],"and":[1,14,32,123,142,173,190,210],"intelligence":[2],"have":[3,28,120],"become":[4,52],"the":[5,9,125,147,156,161,175,235],"latest":[6],"trends":[7],"of":[8,12,21,65,87,127,133,149,177,188,237],"new":[10],"generation":[11],"vehicle":[13,23,106],"transportation":[15],"technologies.":[16],"Applications":[17],"built":[18],"upon":[19],"platforms":[20],"cloud-centered":[22],"networking,":[24],"i.e.,":[25],"Internet-of-Vehicles":[26],"(IoVs),":[27],"been":[29],"increasingly":[30],"developed":[31],"deployed":[33,81,193],"to":[34,69],"provide":[35],"data-centric":[36,128,150],"services":[37,43,151,165],"(e.g.,":[38],"driving":[39],"assistance).":[40],"Because":[41],"these":[42],"are":[44,101],"often":[45,119],"safety":[46],"critical,":[47],"assuring":[48],"service":[49,71,178],"dependability":[50,72,126,148,236],"has":[51],"an":[53,77,84],"important":[54],"requirement.":[55],"In":[56],"this":[57,229],"paper,":[58],"we":[59,225],"propose":[60],"DQI,":[61],"a":[62,104,113,185],"platform-level":[63],"solution":[64],"Data-Quality":[66],"Improvement":[67],"designed":[68,91],"assure":[70],"for":[73,92,170],"Internet-of-Vehicle":[74],"services.":[75,95,129,239],"As":[76],"example,":[78],"DQI":[79,130,145,169,182,204],"is":[80],"in":[82,103,112,152,194,218],"CarStream,":[83,97],"industrial":[85],"system":[86],"big":[88],"data":[89,111,118,209],"processing":[90],"chauffeured":[93],"car":[94],"Via":[96],"over":[98],"30,000":[99],"vehicles":[100,189],"organized":[102],"virtual":[105],"network":[107],"by":[108,154,183],"sharing":[109],"vehicle-status":[110],"near":[114],"real-time":[115],"manner.":[116],"Such":[117],"low-quality":[121],"issues":[122],"compromise":[124],"includes":[131],"techniques":[132],"data-quality":[134,158,171,230],"improvement,":[135],"including":[136],"detecting":[137],"outliers,":[138],"extracting":[139],"frequent":[140],"patterns,":[141],"interpolating":[143],"sequences.":[144],"enhances":[146],"IoVs":[153],"addressing":[155],"common":[157],"requirements":[159],"at":[160],"platform":[162],"level.":[163],"Upper-level":[164],"can":[166,205,232],"benefit":[167],"from":[168],"improvement":[172,217,231],"reduce":[174],"complexity":[176],"logic.":[179],"We":[180],"evaluate":[181],"using":[184],"three-year":[186],"dataset":[187],"real":[191,223],"applications":[192],"CarStream.":[195],"The":[196],"result":[197],"shows":[198],"that":[199,228],"compared":[200],"with":[201,213],"existing":[202],"approaches,":[203],"effectively":[206],"restore":[207],"missing":[208],"correct":[211],"anomalies":[212],"more":[214],"than":[215],"30.0%":[216],"precision.":[219],"By":[220],"studying":[221],"multiple":[222],"applications,":[224],"also":[226],"show":[227],"indeed":[233],"enhance":[234],"IoV":[238]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
