http://dbpedia.org/resource/Swingismappedtohttp://api.conceptnet.io/c/en/swing.Inthisproject,YAGOcomplementsConcept-Netknowledgebase.YAGOisderivedfromtheWikipediaknowledgebaseand,therefore,hasdenseknowledgeresourcesrelatedtopeople,lo-cations,andeventsthatarenotavailableinCon-ceptNet.Thus,ifaresourceisnotfoundinCon-ceptNet,thenYAGOdatasetisfetchedtoextractdata.Forthis,aDBpediaURIisreplacedbyaYAGOpre�xstringtogenerateaYAGOURI.Forexample,http://dbpedia.org/resource/LarryDavisismappedtohttp://www.yago-knowledge.org/resource/LarryDavis.6Evaluations6.1ExperimentDesignTable2summarizesthesetupoftheexperiments.ItiscenteredonthetwoaspectsdiscussedinSec-tion4�thesimilaritymeasurebetweenCEeventpairsandthepredictionmethodforgeneratinganeffectevent.Ontopofthat,anotheraspecthasbeenaddedtocomparethecasesofwhetheranab-stractiontreeisusedornotto�ndacandidateset.ThelattercaseprovidesabaselineperformancebecauseitgeneratesacandidatesetbyscanningalltherawinputCEeventpairsinsteadoftravers-ingdowntheabstractiontreeofthem.Basedonthissetup,12predictedeffecteventsweregeneratedforeachinputcauseevent.There-sultswere�rstexaminedmanuallybyinterpretingtheoutputeffecteventsbasedoncommonsense.Then,asurveywasconductedforauserstudy,204

http://kiraradinsky.com/�les/eventsmodelNYT.ntpartial.txt198

http://sape.inf.usi.ch/hac.Wikipedia.2017.Semanticsimilarity.https://en.wikipedia.org/wiki/Semanticsimilarity.207

http://uvm.edu

http://wiki.dbpedia.org/.LinmeiHu,JuanziLi,LiqiangNie,Xiao-LiLi,andChaoShao.2017.Whathappensnext?Futuresubeventpredictionusingcontextualhierarchicallstm.InProceedingsofthe31stAAAIConferenceonArti�cialIntelligence.pages3450�3456.Luminoso.2017.ConceptNet:Anopen,multilingualknowledgegraph.http://conceptnet.io/.MaxPlanckInformatikInstitut.2017.YAGO:Ahigh-qualityknowledgebase.http://www.mpi-inf.mpg.de/departments/databases-and-information-systems/research/yago-naga/yago/.KiraRadinskyandSagieDavidovich.2012.Learningtopredictfromtextualdata.JournalofArti�cialIn-telligenceResearch45

http://www.cems.uvm.edu/!bslee/eepat/results.pdf.