Big Data and Social Computing. 7th China National Conference, BDSC 2022 Hangzhou, China, August 11–13, 2022 Revised Selected Papers

398 Pages·2022·36.386 MB·English

by  Xiaofeng Meng, Qi Xuan, Yang Yang, Yang Yue, Zi-Ke Zhang

Xiaofeng Meng · Qi Xuan ·
Yang Yang · Yang Yue ·
Zi-Ke Zhang (Eds.)
Communications in Computer and Information Science 1640
Big Data and
Social Computing
7th China National Conference, BDSC 2022
Hangzhou, China, August 11–13, 2022
Revised Selected Papers
Communications
in Computer and Information Science 1640
EditorialBoardMembers
JoaquimFilipe
PolytechnicInstituteofSetúbal,Setúbal,Portugal
AshishGhosh
IndianStatisticalInstitute,Kolkata,India
RaquelOliveiraPrates
FederalUniversityofMinasGerais(UFMG),BeloHorizonte,Brazil
LizhuZhou
TsinghuaUniversity,Beijing,China
Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/7899
· · ·
Xiaofeng Meng Qi Xuan Yang Yang
·
Yang Yue Zi-Ke Zhang (Eds.)
Big Data and
Social Computing
7th China National Conference, BDSC 2022
Hangzhou, China, August 11–13, 2022
Revised Selected Papers
Editors
XiaofengMeng QiXuan
RenminUniversityofChina ZhejiangUniversityofTechnology
Beijing,China Hangzhou,China
YangYang YangYue
ZhejiangUniversity ShenzhenUniversity
Hangzhou,China Shenzhen,China
Zi-KeZhang
HangzhouNormalUniversity
Hangzhou,China
ISSN 1865-0929 ISSN 1865-0937 (electronic)
CommunicationsinComputerandInformationScience
ISBN 978-981-19-7531-8 ISBN 978-981-19-7532-5 (eBook)
https://doi.org/10.1007/978-981-19-7532-5
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Preface
Since the development of mobile internet applications and big data, there has been
explosivegrowthinthevolumeofdata.Therefore,howtodigoutinsightfulinformation
from big data has become a crucial matter. In general, big data analysis includes data
capturing,datastorage,dataanalysis,search,sharing,transfer,visualization,querying,
updating,andinformationprivacy.Moreover,withthepopularizationofartificialintel-
ligence algorithms and big data technology in the last decade, social computing has
emerged, becoming a crossing field of computer science. For example, blogs, email,
instant messaging, social network services, wikis, online gaming, and other instances
ofwhatisoftencalled“socialsoftware”allevolvetheideaofsocialcomputing.Nowa-
days,bigdatatechnologyandtheideaofsocialcomputinghavebeengraduallyapplied
tomoreindustries,includinginternetsearches,fintech,healthcareanalytics,genomics,
geographicinformationsystems,urbaninformatics,andbusinessinformatics.Webelieve
thatinthenearfuture,bigdatawillbecomeapartofeverydaylife.
ThisvolumecontainsthepaperspresentedattheChinaNationalConferenceonBig
Data & Social Computing (BDSC 2022), held in August, 2022, in Hangzhou, China.
Thiswasheldastheseventhconferenceinitsserieswithanemphasisonthestate-of-
the-art advances in big data and social computing. The main conference received 99
submissions,outofwhich24paperswereacceptedasregularpapersandarepresented
here. All papers underwent a rigorous peer review process in which each paper was
reviewed by 2 to 3 experts. The accepted papers, together with our invited speeches
and flash mob videos, led to a vibrant technical program. The Program Committee
shairs, Zi-Ke Zhang, Yang Yue and Yang Yang, supervised the review process of the
technicalpapersandcompiledahigh-qualitytechnicalprogram.Meanwhile,wehave
alsoinvitedleadingscholarsinthefieldtodeliverkeynotespeechesbasedonthethemeof
theconference,DigitalTransformationandCommonProsperity.Besides,weorganizea
varietyofacademicevents,includingtheSocialComputingInnovationCompetition,the
RisingStarsScholarsForum,andtheFrontiersWorkshop.Theseactivitieshaveplayeda
positiveroleinpromotingacademicprogressanddissemination.Wearelookingforward
tofutureeventsinthisconferenceseries.
Theconferencewouldnothavebeensuccessfulwithouthelpfromsomanypeople.
WewouldliketothanktheOrganizingCommitteefortheirhardworkinputtingtogether
theconference.First,wewouldliketoexpressoursincerethankstotheguidancefromthe
generalassemblyco-chairs:JianxingYu,Yi-KeGuoandYi-ChengZhang.Wewouldlike
toexpressourdeepgratitudetoorganizingchairChaoWuforhissupportandpromotion
ofthisevent.Wegreatlyappreciatetheexcellentsupportandhardworkofthechairsof
FrontiersintheSocialComputingworkshop:XiangjieKongandJianguoLiu;publicity
chairs:XiangGaoandLimingSuo;publicationchairQiXuan;membership/committee
developmentchairYongLi;registrationchairHaoLiandthematicchairsJiayinQiand
XiaolinZhou.Mostimportantly,wewouldliketothanktheauthorsforsubmittingtheir
paperstoBDSC2022conference.
vi Preface
We believe that the BDSC conference provides a good forum for both academic
researchersandindustrialpractitionerstodiscussadvancedtopicsonbigdataandsocial
computing. We also expect that the future BDSC conference will be as successful as
indicatedbythecontributionspresentedinthisvolume.
August2022 XiaofengMeng
QiXuan
YangYang
YangYue
Zi-KeZhang
Organization
GeneralCo-chairs
JianxingYu ZhejiangUniversity,China
ZhejiangGongshangUniversity,China
YikeGuo HongKongBaptistUniversity,Chinaand
ImperialCollegeLondon,UK
YichengZhang UniversityofFribourg,Switzerland
ProgramCommitteeChairs
ZikeZhang HangzhouNormalUniversity,China
YangYue ShenzhenUniversity,China
YangYang ZhejiangUniversity,China
OrganizingCommitteeChair
ChaoWu ZhejiangUniversity,China
FrontiersinSocialComputingWorkshopChairs
XiangjieKong ZhejiangUniversityofTechnology,China
JianguoLiu ShanghaiUniversityofFinanceandEconomics,
China
PublicityChairs
XiangGao ZhejiangUniversity,China
LimingSuo NankaiUniversity,China
PublicationChair
QiXuan ZhejiangUniversityofTechnology,China
Member/CommitteeDevelopmentChair
YongLi NorthwestNormalUniversity,China
viii Organization
Registration Chair
HaoLi ZhejiangUniversity,China
ThematicChairs
JiayinQi ShanghaiUniversityofInternationalBusinessand
Economics,China
XiaolinZhou PekingUniversity,China
PCMembers
BinZhou NanjingUniversityofInformationScience&
Technology,Nanjing,China
ChangpingZhang GuilinUniversityofTechnology,Guilin,China
ChenboFu ZhejiangUniversityofTechnology,Hangzhou,
China
ChuangLiu HangzhouNormalUniversity,Hangzhou,China
DajunZeng ChineseAcademyofSciences,China
DongweiXu ZhejiangUniversityofTechnology,Hangzhou,
China
FengXia FederationUniversityAustralia,Ballarat,
Australia
HaiboHu HongKongPolytechnicUniversity,HongKong,
China
HaimengLiu InstituteofGeographicSciencesandNatural
ResourcesResearch,ChineseAcademyof
Sciences,Beijing,China
HuYang CentralUniversityOfFinanceAndEconomics,
China
JiLiu XinjiangUniversityOfFinance,China
JiajunZhou ZhejiangUniversityofTechnology,Hangzhou,
China
JiangaoDeng HohaiUniversity,China
JianguoLiu ShanghaiUniversityofFinanceandEconomics,
Shanghai,China
JianzhangZhang HangzhouNormalUniversity,Hangzhou,China
JiayinQi ShanghaiUniversityofInternationalBusinessand
Economics,Shanghai,China
JinhuanWang ZhejiangUniversityofTechnology,Hangzhou,
China
JinyinChen ZhejiangUniversityofTechnology,Hangzhou,
China
JunfengZhou DonghuaUniversity,China
Organization ix
KuangshiHuang ChinapopulationandDevelopmentResearch
Center,China
LanYou HubeiUniversity,China
LiHe Xi’anJiaotongUniversity,China
PengLu CentralSouthUniversity,China
QuanhuiLiu SichuanUniversity,China
RuiqiLi BeijingUniversityofChemicalTechnology,
China
ShanqingYu ZhejiangUniversityofTechnology,Hangzhou,
China
ShuoWang HebeiUniversity,China
TaoJia SouthwestUniversity,China
TunLu FudanUniversity,China
WeiXu RenminUniversityofChina
WeiweiGu BeijingUniversityOfChemicalTechnology,
China
WenZhang BeijingUniversityOfTechnology,China
XiaokeXu DalianMinzuUniversity,Dalian,China
XiaoxueGao EastChinaNormalUniversity,China
Xiu-XiuZhan HangzhouNormalUniversity,Hangzhou,China
YanYu RenminUniversityofChina,China
YangChen FudanUniversity,China
YeWu BeijingNormalUniversity,Zhuhai,China
YijiePeng PekingUniversity,China
YingFan BeijingNormalUniversity,China
YongLi NorthwestNormalUniversity,Lanzhou,China
YouzhongMa LuoyangNormalUniversity,China
ZeyuWang ZhejiangUniversityofTechnology,Hangzhou,
China
ZhidongCao ChineseAcademyofSciences,China
ZhongyuanRuan ZhejiangUniversityofTechnology,Hangzhou,
China