Big Data – BigData 2022: 11th International Conference Held as Part of the Services Conference Federation, SCF 2022 Honolulu, HI, USA, December 10–14, 2022 Proceedings

101 Pages·2022·8.886 MB·English

by  Bo Hu, Yunni Xia, Yiwen Zhang, Liang-Jie Zhang

Bo Hu
Yunni Xia
Yiwen Zhang
Liang-Jie Zhang (Eds.)
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BigData 2022
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11th International Conference
Held as Part of the Services Conference Federation, SCF 2022
Honolulu, HI, USA, December 10–14, 2022, Proceedings
Lecture Notes in Computer Science 13730
FoundingEditors
GerhardGoos
KarlsruheInstituteofTechnology,Karlsruhe,Germany
JurisHartmanis
CornellUniversity,Ithaca,NY,USA
EditorialBoardMembers
ElisaBertino
PurdueUniversity,WestLafayette,IN,USA
WenGao
PekingUniversity,Beijing,China
BernhardSteffen
TUDortmundUniversity,Dortmund,Germany
MotiYung
ColumbiaUniversity,NewYork,NY,USA
Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/558
· · ·
Bo Hu Yunni Xia Yiwen Zhang
Liang-Jie Zhang (Eds.)
Big Data –
BigData 2022
11th International Conference
Held as Part of the Services Conference Federation, SCF 2022
Honolulu, HI, USA, December 10–14, 2022
Proceedings
Editors
BoHu YunniXia
ShenzhenYihuoTechnologyCo.,Ltd. ChongqingUniversity
Shenzhen,China Chongqing,China
YiwenZhang Liang-JieZhang
AnhuiUniversity KingdeeInternationalSoftware
Hefei,China GroupCo.,Ltd.
Shenzhen,China
ISSN 0302-9743 ISSN 1611-3349 (electronic)
LectureNotesinComputerScience
ISBN 978-3-031-23500-9 ISBN 978-3-031-23501-6 (eBook)
https://doi.org/10.1007/978-3-031-23501-6
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Preface
The2022InternationalCongressonBigData(BigData2022)providedaninternational
forumtoformallyexplorebusinessinsightsofallkindsofvalue-added“services”.Big
Dataisakeyenablerofexploringbusinessinsightsandtheeconomicsofservices.
BigData 2022 was one of the events of the Services Conference Federation event
(SCF2022),whichhadthefollowing10collocatedservice-orientedsisterconferences:
theInternationalConferenceonWebServices(ICWS2022),theInternationalConfer-
ence on Cloud Computing (CLOUD 2022), the International Conference on Services
Computing (SCC 2022), the International Conference on Big Data (BigData 2022),
theInternationalConferenceonAI&MobileServices(AIMS2022),theInternational
ConferenceonMetaverse(METAVERSE2022),theInternationalConferenceonInter-
net of Things (ICIOT 2022), the International Conference on Cognitive Computing
(ICCC2022),theInternationalConferenceonEdgeComputing(EDGE2022),andthe
InternationalConferenceonBlockchain(ICBC2022).
ThisvolumepresentsthepapersacceptedatBigData2022.Itsmajortopicsincluded
BigDataArchitecture,BigDataModeling,BigDataasaService,BigDataforVertical
Industries(Government,Healthcare,etc.),BigDataAnalytics,BigDataToolkits,Big
DataOpenPlatforms,EconomicAnalysis,BigDataforEnterpriseTransformation,Big
DatainBusinessPerformanceManagement,BigDataforBusinessModelInnovations
andAnalytics,BigDatainEnterpriseManagementModelsandPractices,BigDatain
GovernmentManagementModelsandPractices,andBigDatainSmartPlanetSolutions.
Wereceived16submissionsandaccepted9papers.Eachwasreviewedandselected
by at least three independent members of the Program Committee. We are pleased to
thanktheauthorswhosesubmissionsandparticipationmadethisconferencepossible.
WealsowanttoexpressourthankstotheOrganizingCommitteeandProgramCommit-
teemembersfortheirdedicationinhelpingtoorganizetheconferenceandreviewthe
submissions.
December2022 BoHu
YunniXia
YiwenZhang
Liang-JieZhang
Organization
ServicesConferenceFederation(SCF2022)
GeneralChairs
AliArsanjani Google,USA
WuChou Essenlix,USA
CoordinatingProgramChair
Liang-JieZhang KingdeeInternationalSoftwareGroup,China
CFOandInternationalAffairsChair
MinLuo GeorgiaTech,USA
OperationCommittee
JingZeng ChinaGridcom,China
YishuangNing TsinghuaUniversity,China
ShengHe TsinghuaUniversity,China
SteeringCommittee
CaltonPu GeorgiaTech,USA
Liang-JieZhang KingdeeInternationalSoftwareGroup,China
Bigdata2022
GeneralChair
JamesWang DAMA,China
ProgramChairs
BoHu ShenzhenYihuoTechnologyCo.,Ltd.,China
YunniXia ChongqingUniversity,China
YiwenZhang AnhuiUniversity,China
viii Organization
ProgramCommittee
GuobingZou ShanghaiUniversity,China
YingChen BeijingInformationScienceandTechnology
University,China
ZhihuiLv FudanUniversity,China
YutaoMa WuhanUniversity,China
WuhuiChen SunYat-SenUniversity,China
KaiPeng HuaqiaoUniversity,China
HuiDou AnhuiUniversity,China
PeterBaumann JacobsUniversity,Germany
ShreyanshBhatt Amazon,USA
MariosDikaiakos UniversityofCyprus,Cyprus
JinzhuGao UniversityofthePacific,USA
AnastasiosGounaris AristotleUniversityofThessaloniki,Greece
VerenaKantere UniversityofOttawa,Canada
SamSupakkul NCRCorporation,USA
NanWang HeilongjiangUniversity,China
WenboWang GoDaddy,USA
DaqingYun HarrisburgUniversity,USA
Services Society
TheServicesSociety(S2)isanon-profitprofessionalorganizationthatwascreatedto
promoteworldwideresearchandtechnicalcollaborationinservicesinnovationsamong
academia and industrial professionals. Its members are volunteers from industry and
academia with common interests. S2 is registered in the USA as a “501(c) organiza-
tion”, which means that it is an American tax-exempt nonprofit organization. S2 col-
laborates with other professional organizations to sponsor or co-sponsor conferences
andtopromoteaneffectiveservicescurriculumincollegesanduniversities.S2initiates
and promotes a “Services University” program worldwide to bridge the gap between
industrialneedsanduniversityinstruction.
The Services Society has formed Special Interest Groups (SIGs) to support
technology-anddomain-specificprofessionalactivities:
(cid:129) SpecialInterestGrouponWebServices(SIG-WS)
(cid:129) SpecialInterestGrouponServicesComputing(SIG-SC)
(cid:129) SpecialInterestGrouponServicesIndustry(SIG-SI)
(cid:129) SpecialInterestGrouponBigData(SIG-BD)
(cid:129) SpecialInterestGrouponCloudComputing(SIG-CLOUD)
(cid:129) SpecialInterestGrouponArtificialIntelligence(SIG-AI)
(cid:129) SpecialInterestGrouponEdgeComputing(SIG-EC)
(cid:129) SpecialInterestGrouponCognitiveComputing(SIG-CC)
(cid:129) SpecialInterestGrouponBlockchain(SIG-BC)
(cid:129) SpecialInterestGrouponInternetofThings(SIG-IOT)
(cid:129) SpecialInterestGrouponMetaverse(SIG-Metaverse)
Services Conference Federation (SCF)
As the founding member of SCF, the first International Conference on Web Services
(ICWS)washeldinJune2003inLasVegas,USA.TheFirstInternationalConference
on Web Services - Europe 2003 (ICWS-Europe’03) was held in Germany in October
2003.ICWS-Europe’03wasanextendedeventofthe2003InternationalConferenceon
WebServices(ICWS2003)inEurope.In2004ICWS-EuropechangedtotheEuropean
ConferenceonWebServices(ECOWS),whichwasheldinErfurt,Germany.
SCF 2019 was held successfully during June 25–30, 2019 in San Diego, USA.
AffectedbyCOVID-19,SCF2020washeldonlinesuccessfullyduringSeptember18–
20,2020,andSCF2021washeldvirtuallyduringDecember10–14,2021.
Celebrating its 20-year birthday, the 2022 Services Conference Federation (SCF
2022, www.icws.org) was a hybrid conference with a physical onsite in Honolulu,
Hawaii, USA, satellite sessions in Shenzhen, Guangdong, China, and also online
sessions for those who could not attend onsite. All virtual conference presentations
were given via prerecorded videos in December 10–14, 2022 through the BigMarker
Video Broadcasting Platform: https://www.bigmarker.com/series/services-conference-
federati/series_summit.
JustlikeSCF2022,SCF2023willmostlikelybeahybridconferencewithphysical
onsiteandvirtualsessionsonline,itwillbeheldinSeptember2023.
Topresentanewformatandtoimprovetheimpactoftheconference,wearealso
planninganAutomaticWebinarwhichwillbepresentedbyexpertsinvariousfields.All
theinvitedtalkswillbegivenviaprerecordedvideosandwillbebroadcastinalive-like
formatrecursivelybytwosessionchannelsduringtheconferenceperiod.Eachinvited
talkwillbeconvertedintoanon-demandwebinarrightaftertheconference.
Inthepast19years,theICWScommunityhasexpandedfromWebengineeringinno-
vationstoscientificresearchforthewholeservicesindustry.Servicedeliveryplatforms
havebeenexpandedtomobileplatforms,theInternetofThings,cloudcomputing,and
edgecomputing.Theservicesecosystemhasbeenenabledgradually,withvalueadded
and intelligence embedded through enabling technologies such as Big Data, artificial
intelligence, and cognitive computing. In the coming years, all transactions involving
multiplepartieswillbetransformedtoblockchain.
Based on technology trends and best practices in the field, the Services Confer-
ence Federation (SCF) will continue to serve as a forum for all services-related con-
ferences. SCF 2022 defined the future of the new ABCDE (AI, Blockchain, Cloud,
BigData&IOT).WeareveryproudtoannouncethatSCF2023’s10colocatedtheme
topicconferenceswillallcenteraround“services”,whileeachwillfocusonexploring
different themes (Web-based services, cloud-based services, Big Data-based services,
services innovation lifecycles, AI-driven ubiquitous services, blockchain-driven trust
serviceecosystems,Metaverseservicesandapplications,andemergingservice-oriented
technologies).
The10colocatedSCF2023conferenceswillbesponsoredbytheServicesSociety,
the world-leading not-for-profit organization dedicated to serving more than 30,000