Big Data and Social Computing: 7th China National Conference, BDSC 2022, Hangzhou, China, August 11-13, 2022, Revised Selected Papers PDF
Preview Big Data and Social Computing: 7th China National Conference, BDSC 2022, Hangzhou, China, August 11-13, 2022, Revised Selected Papers
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 ©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicense toSpringerNatureSingaporePteLtd.2022 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthors,andtheeditorsaresafetoassumethattheadviceandinformationinthisbookare believedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsortheeditors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictionalclaimsin publishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSingaporePteLtd. Theregisteredcompanyaddressis:152BeachRoad,#21-01/04GatewayEast,Singapore189721,Singapore 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
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