London, United Kingdom August 19 ‑ 23, ?· London, United Kingdom August 19 ‑ 23, 2018 24th ACM…

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  • London,UnitedKingdom

    August1923,201824thACMSIGKDDConferenceonKnowledgeDiscoveryandDataMining

    PRELIMINARYPROGRAM

    PLEASENOTETHISPROGRAMISSUBJECTTOCHANGE

  • Contents

    KDD2018AgendaataGlance

    KDD2018ChairsWelcomeMessage

    ProgramHighlights

    KDD2018TutorialProgram

    KDD2018HealthDayProgram

    KDD2018WorkshopProgram

    KDD2018DeepLearningDayProgram

    KDD2018HandsOnTutorialProgram

    KDDCup2018Program

    KDD2018ProjectShowcaseProgram

    KDD2018ConferenceProgram

    KDD2018ConferenceOrganization

    KDD2018Sponsors&Supporters

    UsefulLinksandEmergencyContacts

  • KDD2018AgendaataGlance

    KDD2018:Sunday,August19(TUTORIALDAY)

    7:00AM5:00PM KDD2018Registration Boulevard(Level0)

    8:00AM12:00PM T1:GraphandTensorMiningforFunandProfit ICCCapitalSuiteRoom7(Level3)

    8:00AM12:00PM

    T2:PrivacypreservingDataMininginIndustry:Practical

    ChallengesandLessonsLearned ICCCapitalSuiteRoom9(Level3)

    8:00AM12:00PM

    T4:GraphExploration:LetmeShowwhatisRelevantin

    yourGraph ICCCapitalSuiteRoom12(Level3)

    8:00AM12:00PM

    T8:OnlineEvaluationforEffectiveWebService

    Development ICCCapitalSuiteRoom6(Level3)

    8:00AM12:00PM

    T9:RedescriptionMining:Theory,Algorithms,and

    Applications ICCCapitalSuiteRoom16(Level3)

    8:00AM12:00PM

    T11:AntidiscriminationLearning:FromAssociationto

    Causation ICCCapitalSuiteRoom1(Level3)

    8:00AM12:00PM

    T15:GraphSketching,Sampling,Streaming,and

    SpaceEfficientOptimization ICCCapitalSuiteRoom15(Level3)

    8:00AM12:00PM T17:ArtificialIntelligenceinTransportation ICCCapitalSuiteRoom8(Level3)

    8:00AM12:00PM

    T19:Polarizationinsocialmedia:howtodetectand

    mitigate ICCCapitalSuiteRoom13(Level3)

    8:00AM12:00PM T21:GraphMetricSpaces ICCCapitalSuiteRoom10(Level3)

    8:00AM12:00PM T25:DataScienceinRetailasaService ICCCapitalSuiteRoom17(Level3)

    8:00AM12:00PM T32:DeepLearningforComputationalHealthcare ICCCapitalSuiteRoom14(Level3)

    8:00AM12:00PM

    T33:EndtoendGoalorientedQuestionAnswering

    Systems ICCCapitalSuiteRoom4(Level3)

    8:00AM12:00PM

    T36:ComputationalModelsforSocialandInformation

    NetworkAnalysis ICCCapitalSuiteRoom11(Level3)

    9:30AM10:00AM KDDCoffeeBreak ICCCapitalSuiteFoyer(Level3)

    1:00PM5:00PM T5:FactChecking:theoryandpractice ICCCapitalSuiteRoom1(Level3)

    1:00PM5:00PM

    T10:NetworkScienceofTeams:Characterization,

    Prediction,andOptimization ICCCapitalSuiteRoom15(Level3)

    1:00PM5:00PM T12:PrivacyatScale:LocalDifferentialPrivacyinPractice ICCCapitalSuiteRoom16(Level3)

    1:00PM5:00PM T13:RealWorldInteractiveLearning ICCCapitalSuiteRoom9(Level3)

    1:00PM5:00PM T14:LargeScaleGraphAlgorithmics:TheoryandPractice ICCCapitalSuiteRoom7(Level3)

    1:00PM5:00PM

    T18:KnowledgeDiscoveryfromCohorts,Electronic

    HealthRecordsandfurtherPatientrelateddata ICCCapitalSuiteRoom6(Level3)

    1:00PM5:00PM T20:CausalInferenceandCounterfactualReasoning ICCCapitalSuiteRoom8(Level3)

    1:00PM5:00PM T22:TheScienceofAlgorithmicMapInference ICCCapitalSuiteRoom2(Level3)

    1:00PM5:00PM T26:CrowdPoweredDataMining ICCCapitalSuiteRoom17(Level3)

    1:00PM5:00PM T30:BehaviorAnalytics:MethodsandApplications ICCCapitalSuiteRoom4(Level3)

    1:00PM5:00PM T35:TowardsMultidimensionalAnalysisofTextCorpora ICCCapitalSuiteRoom13(Level3)

  • 1:00PM5:00PM T38:ExplainableModelsforHealthcareAI ICCCapitalSuiteRoom14(Level3)

    1:00PM5:00PM

    T39:BuildingaLargescale,AccurateandFresh

    KnowledgeGraph ICCCapitalSuiteRoom10(Level3)

    1:00PM5:00PM

    T41:KnowledgeExtractionandInferencefromText:

    Shallow,Deep,andEverythinginBetwepaen ICCCapitalSuiteRoom12(Level3)

    1:00PM5:00PM

    T6/44:ModelingDatawithNetworks+Network

    Embedding:Problems,MethodologiesandFrontiers ICCCapitalSuiteRoom11(Level3)

    2:30PM3:00PM KDDCoffeeBreak ICCCapitalSuiteFoyer(Level3)

    KDD2018:Monday,August20(WORKSHOPDAY)

    7:00AM5:00PM KDD2018Registration Boulevard(Level0)

    8:00AM12:00PM D1:DeepLearningDay ICCAuditorium(Level0)

    8:00AM12:00PM D2:HealthDay

    ICCCapitalSuiteRoom12+13(Level

    3)

    8:00AM12:00PM F1:WorkshoponMiningandLearningwithGraphs ICCCapitalSuiteRoom8(Level3)

    8:00AM12:00PM F2:2018AdKDD&TargetAdWorkshop ICCCapitalSuiteRoom9(Level3)

    8:00AM12:00PM F3:BigScholar:The5thWorkshoponBigScholarlyData ICCCapitalSuiteRoom15(Level3)

    8:00AM12:00PM F4:WorkshoponMiningandLearningfromTimeSeries ICCCapitalSuiteRoom7(Level3)

    8:00AM12:00PM F5:ODDWorkshoponOutlierDetectionDeconstructed ICCCapitalSuiteRoom10(Level3)

    8:00AM12:00PM

    F6:WorkshoponInteractiveDataExplorationand

    Analytics ICCLondonSuiteRoom2+3(Level0)

    8:00AM12:00PM

    F7:FragileEarth:TheoryGuidedDataScienceto

    EnhanceScientificDiscovery ICCLondonSuiteRoom1(Level0)

    8:00AM12:00PM F8:WorkshoponSocialImpact ICCCapitalSuiteRoom1(Level3)

    8:00AM12:00PM

    F9:WorkshoponBigData,IoTStreamsand

    HeterogeneousSourceMining(BIGMINE18) ICCCapitalSuiteRoom4(Level3)

    8:00AM12:00PM F10:DataScience,Journalism&DigitalMedia ICCCapitalSuiteRoom3(Level3)

    8:00AM12:00PM

    H1:WorkshoponIssuesofSentimentDiscoveryand

    OpinionMining ICCCapitalSuiteRoom11(Level3)

    8:00AM12:00PM

    H3:WorkshoponMachineLearningandDataMiningfor

    Podcasts ICCLondonSuiteRoom4(Level0)

    8:00AM12:00PM H6:CommonModelInfrastructure ICCCapitalSuiteRoom16(Level3)

    8:00AM12:00PM H8:WorkshoponCausalDiscovery(CD2018) ICCCapitalSuiteRoom17(Level3)

    8:00AM12:00PM H11:DataScienceInFintech ICCCapitalSuiteRoom14(Level3)

    8:00AM12:00PM

    H14:AIforFashion:TheThirdInternationalWorkshop

    onFashionandKDD ICCCapitalSuiteRoom6(Level3)

    8:00AM12:00PM H17:WorkshoponUrbanComputing ICCCapitalSuiteRoom2(Level3)

    9:30AM10:00AM KDDCoffeeBreak ICCCapitalSuiteFoyer(Level3)

    11:00AM4:00PMDataScienceInstituteDirectorsRoundTableMeeting

    (InvitationOnly)BritishLibrary(Offsite)

    1:00PM4:30PM D1:DeepLearningDay ICCAuditorium(Level0)

  • 1:00PM5:00PM D2:HealthDay ICCCapitalSuiteRoom12(Level3)

    1:00PM5:00PM F1:WorkshoponMiningandLearningwithGraphs ICCCapitalSuiteRoom8(Level3)

    1:00PM5:00PM F2:2018AdKDD&TargetAdWorkshop ICCCapitalSuiteRoom9(Level3)

    1:00PM5:00PM F3:BigScholar:The5thWorkshoponBigScholarlyData ICCCapitalSuiteRoom15(Level3)

    1:00PM5:00PM F4:WorkshoponMiningandLearningfromTimeSeries ICCCapitalSuiteRoom7(Level3)

    1:00PM5:00PM F5:ODDWorkshoponOutlierDetectionDeconstructed ICCCapitalSuiteRoom10(Level3)

    1:00PM5:00PM

    F6:WorkshoponInteractiveDataExplorationand

    Analytics ICCLondonSuiteRoom2+3(Level0)

    1:00PM5:00PM

    F7:FragileEarth:TheoryGuidedDataScienceto

    EnhanceScientificDiscovery ICCLondonSuiteRoom1(Level0)

    1:00PM5:00PM F8:WorkshoponSocialImpact ICCCapitalSuiteRoom1(Level3)

    1:00PM5:00PM

    F9:WorkshoponBigData,IoTStreamsand

    HeterogeneousSourceMining(BIGMINE18) ICCCapitalSuiteRoom4(Level3)

    1:00PM5:00PM F10:DataScience,Journalism&DigitalMedia ICCCapitalSuiteRoom3(Level3)

    1:00PM5:00PM

    H2:Opinions,Conflict,andAbuseinaNetworked

    Society(OCeANS) ICCCapitalSuiteRoom13(Level3)

    1:00PM5:00PM

    H5:WorkshoponDataScienceforDigitalArtHistory:

    TacklingbigdataChallenges,Algorithms,andSystems

    (DSDAH2018) ICCCapitalSuiteRoom2(Level3)

    1:00PM5:00PM

    H7:WorkshoponOrganizationalBehaviorandTalent

    Analytics(OBTA2018) ICCCapitalSuiteRoom16(Level3)

    1:00PM5:00PM

    H9:WorkshoponKnowledgeDiscoveryandUser

    ModellingforSmartCities ICCCapitalSuiteRoom11(Level3)

    1:00PM5:00PM

    H12:ConversationalAIandItsApplications+Data

    SonificationWorkshop ICCCapitalSuiteRoom6(Level3)

    1:00PM5:00PM H15:WorkshoponQuantumMachineLearning ICCCapitalSuiteRoom14(Level3)

    1:00PM5:00PM H16:WorkshoponUtilityDrivenMining(UDM2018) ICCLondonSuiteRoom4(Level0)

    1:00PM5:00PM H18:WorkshoponMiningUrbanData ICCCapitalSuiteRoom17(Level3)

    2:00PM3:30PM NetworkingwithExperts ICCCapitalLoungeRoom1+2(Level2)

    2:30PM3:00PM KDDCoffeeBreak ICCCapitalSuiteFoyer(Level3)

    5:30PM7:00PM KDD2018OpeningSession ICCAuditorium(Level0)

    7:00PM9:30PM

    PosterReception:Group1(ResearchTrackOral,Deep

    LearningDay,andHealthDay)ICCCapitalHall(Level0)

    KDD2018:Tuesday,August21(MAINCONFERENCEDAY1)

    7:00AM5:00PM KDD2018Registration Boulevard(Level0)

    9:30AM6:00PM SponsorRoom ICCCapitalSuiteRoom5(Level3)

    9:30AM6:00PM KDDExhibitHall ICCCapitalHall(Level0)

    8:00AM9:30AM Keynote:JeannetteWingDataforGood ICCAuditorium(Level0)

    8:30AM12:00PMHandsOnTutorial:GOAI:AcceleratingtheScalableData

    ScienceEnvironmentwithGPUenabledPythonICCCapitalSuiteRoom2+3+4(Level3)

    8:30AM12:00PM HandsOnTutorial:MXNetwithfocusonNLP ICCCapitalSuiteRoom14+15+16

  • (Level3)

    9:30AM12:30PM IndiaChapterMeeting ICCLondonSuiteRoom2+3(Level0)

    9:30AM10:00AM KDDCoffeeBreak ICCCapitalHall(Level0)

    10:00AM12:00PM RT1:DeepLearningI ICCCapitalSuiteRoom8+11(Level3)

    10:00AM12:00PM ADS1:CommerceandProfiling ICCCapitalSuiteRoom7+12(Level3)

    10:00AM12:00PM RT2:ReinforcementLearning ICCCapitalSuiteRoom9+10(Level3)

    10:00AM12:00PM RT3:Matrices,KernelsandSketches ICCCapitalSuiteRoom6+13(Level3)

    10:00AM12:00PMAI1:CommerceandFinancialApplications(SujuRajan,

    MayurDatar,JamesHodson)ICCAuditorium(Level0)

    12:00PM1:30PM KDDLunch ICCCapitalHall(Level0)

    1:30PM5:30PMHandsOnTutorial:Activelearningandtransferlearning

    atscalewithRandPythonICCCapitalSuiteRoom2+3+4(Level3)

    1:30PM5:30PM HandsOnTutorial:MXNetwithfocusonNLPICCCapitalSuiteRoom14+15+16

    (Level3)

    1:30PM4:30PM ChinaChapterMeeting ICCLondonSuiteRoom2+3(Level0)

    1:30PM5:00PM KDDCupWorkshop ICCCapitalSuiteRoom1(Level3)

    1:30PM5:30PM PosterBlitzSessions ICCAuditorium(Level0)

    1:30PM3:30PMKDDPlenaryPanel:SocietalImpactofDataScienceand

    ArtificialIntelligenceICCCapitalSuiteRoom8+11(Level3)

    1:30PM3:30PM RT4:TemporalandSpatialDataMiningI ICCCapitalSuiteRoom7+12(Level3)

    1:30PM3:30PMADS2:PlanningandForecastinginFinanceand

    CommerceICCCapitalSuiteRoom9+10(Level3)

    1:30PM3:30PM RT5:GraphandSocialNetworkI ICCCapitalSuiteRoom6+13(Level3)

    2:00PM3:30PM NetworkingwithExperts ICCCapitalLoungeRoom1+2(Level2)

    3:30PM4:00PM KDDCoffeeBreak ICCCapitalHall(Level0)

    4:00PM6:00PM RT6:DeepLearningII ICCCapitalSuiteRoom8+11(Level3)

    4:00PM6:00PM RT7:TemporalandSpatialDataMiningII ICCCapitalSuiteRoom7+12(Level3)

    4:00PM6:00PM ADS3:RankingandMakingRecommendations ICCCapitalSuiteRoom9+10(Level3)

    4:00PM6:00PM RT8:GraphandSocialNetworkII ICCCapitalSuiteRoom6+13(Level3)

    4:00PM6:00PM DissertationAward ICCCapitalSuiteRoom17(Level3)

    6:00PM7:00PMKeynote:DavidHandDataScienceforFinancial

    ApplicationsICCAuditorium(Level0)

    7:00PM9:30PM

    PosterReception:Group2(AppliedDataScienceTrack,

    ResearchTrackPosters,andKDDCup)ICCCapitalHall(Level0)

    KDD2018:Wednesday,August22(MAINCONFERENCEDAY2)

    8:00AM7:00PM KDD2018Registration Boulevard(Level0)

    9:30AM6:00PM SponsorRoom ICCCapitalSuiteRoom5(Level3)

    9:30AM6:00PM KDDExhibitHall ICCCapitalHall(Level0)

    8:00AM9:30AMKeynote:AlvinRothMarketDesignandComputerized

    MarketplacesICCAuditorium(Level0)

  • 8:30AM12:00PMHandsOnTutorial:BeyondGraphMining:HigherOrder

    DataAnalyticsforTemporalNetworkDataICCCapitalSuiteRoom2+3+4(Level3)

    8:30AM12:00PM HandsOnTutorial:DeepLearningwithKerasICCCapitalSuiteRoom14+15+16

    (Level3)

    9:30AM10:00AM KDDCoffeeBreak ICCCapitalHall(Level0)

    10:00AM12:00PM RT9:SupervisedLearningI ICCCapitalSuiteRoom8+11(Level3)

    10:00AM12:00PM ADS4:UrbanPlanning ICCCapitalSuiteRoom7+12(Level3)

    10:00AM12:00PM RT10:RecommendersI ICCCapitalSuiteRoom9+10(Level3)

    10:00AM12:00PM RT11:RepresentationandEmbeddingI ICCCapitalSuiteRoom6+13(Level3)

    10:00AM12:00PMAI2:ConsumerInternetApplications(HemaRaghavan,

    GraceHuang,LunaDong)ICCAuditorium(Level0)

    10:00AM12:00PM ProjectShowcase ICCLondonSuiteRoom2+3(Level0)

    12:00PM1:30PM KDDLunch ICCCapitalHall(Level0)

    12:00PM1:30PM KDDWomen'sLunch(TicketRequired) HallsN20N23

    1:30PM5:30PMHandsOnTutorial:BeyondGraphMining:HigherOrder

    DataAnalyticsforTemporalNetworkDataICCCapitalSuiteRoom2+3+4(Level3)

    1:30PM5:30PMHandsOnTutorial:FeatureExtractionand

    SummarizationwithSequencetoSequenceLearning

    ICCCapitalSuiteRoom14+15+16

    (Level3)

    1:30PM3:30PM

    AppliedDataScienceInvitedPanel:WhoisaData

    Scientist?DefiningtheAnalyticsProfessionandCutting

    OuttheHypeandConfusion

    ICCCapitalSuiteRoom8+11(Level3)

    1:30PM6:00PM GlobalAIInitiativesEvent ICCCapitalSuiteRoom7+12(Level3)

    1:30PM3:30PM RT12:RecommendersII ICCCapitalSuiteRoom9+10(Level3)

    1:30PM3:30PM RT13:RepresentationandEmbeddingII ICCCapitalSuiteRoom6+13(Level3)

    1:30PM3:30PMAI3:DataScienceInfrastructure(EricXing,Alex

    Smola/EdoLiberty,ChrisRe)ICCAuditorium(Level0)

    1:30PM6:00PM ProjectShowcase ICCLondonSuiteRoom2+3(Level0)

    2:00PM3:30PM NetworkingwithExperts ICCCapitalLoungeRoom1+2(Level2)

    3:30PM4:00PM KDDCoffeeBreak ICCCapitalHall(Level0)

    4:00PM6:00PM RT14:SupervisedLearningII ICCCapitalSuiteRoom8+11(Level3)

    4:00PM6:00PM ADS5:Safety ICCCapitalSuiteRoom9+10(Level3)

    4:00PM6:00PM RT15:SemisupervisedandTransferLearning ICCCapitalSuiteRoom6+13(Level3)

    6:00PM7:00PM KDDBusinessPresentation ICCAuditorium(Level0)

    7:00PM8:30PM KDD2018Banquet(TicketRequired) HallsN20N23

    KDD2018:Thursday,August23(MAINCONFERENCEDAY3)

    8:00AM3:00PM KDD2018Registration Boulevard(Level0)

    9:30AM6:00PM SponsorRoom ICCCapitalSuiteRoom5(Level3)

    9:30AM1:30PM KDDExhibitHall ICCCapitalHall(Level0)

    8:00AM9:30AMKeynote:YeeWhyeTehOnBigDataLearningfor

    SmallDataProblemsICCAuditorium(Level0)

  • 8:30AM12:00PMHandsOnTutorial:IntroductiontoReinforcement

    LearningwithRayICCCapitalSuiteRoom2+3+4(Level3)

    8:30AM12:00PMHandsOnTutorial:BuildingCustomDeep

    RecommendationEngines

    ICCCapitalSuiteRoom14+15+16

    (Level3)

    9:30AM10:00AM KDDCoffeeBreak ICCCapitalHall(Level0)

    10:00AM12:00PM RT16:UnsupervisedLearningI ICCCapitalSuiteRoom8+11(Level3)

    10:00AM12:00PM ADS6:Texts,ImagesandVideos ICCCapitalSuiteRoom9+10(Level3)

    10:00AM12:00PM ADS7:MedicineandHealthcare ICCCapitalSuiteRoom7+12(Level3)

    10:00AM12:00PM RT17:MethodologyI ICCCapitalSuiteRoom6+13(Level3)

    10:00AM12:00PMAI4:NovelApplications(JosephSirosh,JenWalraven,

    JohnAbowd)ICCAuditorium(Level0)

    12:00PM1:30PM KDDLunch ICCCapitalHall(Level0)

    1:30PM5:30PMHandsOnTutorial:IntroductiontoReinforcement

    LearningwithRayICCCapitalSuiteRoom2+3+4(Level3)

    1:30PM3:30PM RT18:UnsupervisedLearningII ICCCapitalSuiteRoom8+11(Level3)

    1:30PM3:30PMADS8:NaturalSciences,Sport,andtheApplicationof

    ControlledExperimentsICCCapitalSuiteRoom7+12(Level3)

    1:30PM3:30PM RT19:KnowledgeDiscovery ICCCapitalSuiteRoom9+10(Level3)

    1:30PM3:30PM RT20:MethodologyII ICCCapitalSuiteRoom6+13(Level3)

    4:00PM5:00PM KDD2018ClosingSession ICCAuditorium(Level0)

  • KDD2018ChairsWelcomeMessage

    On behalf of the organizing committee, it is our great pleasure to welcome you to the historic city of London for the 24th

    ACMConferenceonKnowledgeDiscoveryandDataMiningKDD2018.

    These are very exciting times for our community. The terms Data Science, Artificial Intelligence, Machine Learning,

    Data Mining and Big Data have, in the last few years, grown out of research labs and gained presence in the media

    and in everyday conversations. We hear these terms on social media and from decision makers at various level, both in

    governments and corporations. The impact of these technologies is felt in almost every walk of life with novel

    applications in self driving cars, AI assistants and in the discovery of new cures. Importantly, the current rapid progress in

    data science is facilitated by the timely sharing of newly discovered approaches across research and industry. It is the

    hallmark of KDD conferences in the past that they have been the bridge between theory and practice, a great facilitator

    and catalyst for this exchange. Researchers and practitioners meet and int...

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