Idea Relationship Analysis in Open Innovation Crowdsourcing Systems

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1、IdeaRelationshipAnalysisinOpenInnovationCrowdsourcingSystemsAdamWesterskiCarlosA.IglesiasJavierEspinosaGarciaUniversidadPolitecnicadeMadrid´UniversidadPolitecnicadeMadrid´UniversidadPolitecnicadeMadrid´AvenidaComplutense30AvenidaComplutense30AvenidaComplutense3028040Madrid

2、,Spain28040Madrid,Spain28040Madrid,Spainwesterski@dit.upm.escif@gsi.dit.upm.esjavier.espinosag@alumnos.upm.esAbstractIdeaManagementSystemsareanimplementationofbestideas.However,inthecontemporarysystems,thisofopeninnovationnotionintheWebenvironmentwiththeusepromiseofsmartid

3、eascreeninghasencounteredproblemsofcrowdsourcingtechniques.Inthisarea,oneofthepopularrelatedtoprocessinghugedatavolumesandthecharacteristicsmethodsforcopingwithlargeamountsofdataisduplicatede-ofcollecteddata.Accordingtocasestudiesofvariousvendorstection.Withourresearch,wea

4、nsweraquestionifthereisroomtointroducemorerelationshiptypesandinwhatdegreewould[8],[18]thoseproblemsare:redundancyofideas,trivialityofthischangeaffecttheamountofideametadataanditsdiversity.ideas,suddenpeaksofsubmittedideasrelatedtocertaineventsFurthermore,basedonhierarchic

5、aldependenciesbetweenidea(e.g.newproductrelease).relationshipsandrelationshiptransitivityweproposeanumberofIntheresearchpresentedinthefollowingpaper,werefermethodsfordatasetsummarization.Toevaluateourhypothesestothelargedatavolumeproblembydiscussingtheconceptofweannotateid

6、eadatasetswithnewrelationshipsusingthecontemporarymethodsofIdeaManagementSystemstodetectidearelationshipsandsummarizationofideadatasetsbasedideasimilarity.Havingdatasetswithrelationshipannotationsatontypesofrelationshipsthatconnectideas.Inthecontem-ourdisposal,wedeterminei

7、fideafeaturesnotrelatedtoideaporarysystemsthisproblemistypicallyhandledbyduplicatetopic(e.g.innovationsize)haveanyrelationtohowannotatorsdetectioninconjunctionwithcrowdsourcingmethodologiesperceivetypesofideasimilarityordissimilarity.thatemployusersinsubmittingduplicaterep

8、ortsratherthanutilizingfullyautomaticapproaches.WithreferencetothisI.INTRODUCTIONstate,we