Data Utilization of Social Media for Research - Journal of ...

文章推薦指數: 80 %
投票人數:10人

Social Media Analytics (SMA) aims to make the process of analysis and synthesis of social media data to produce information can be used by those ... Skiptomaincontent Skiptomainnavigationmenu Skiptositefooter Home / Archives / Vol1No2(2019):JournalofInformationSystemsandInformatics / Articles SocialMediaAnalytics:DataUtilizationofSocialMediaforResearch RiaAndryani InformationSystem,DataScienceInterdiciplinaryResearchCenter EdiSuryaNegara InformationSystem,DataScienceInterdiciplinaryResearchCenter http://orcid.org/0000-0002-6387-2813 DendiTriadi https://doi.org/10.33557/journalisi.v1i2.23 Keywords: SocialMedia,DataAnalytics,DataMining,Research,Twitter. Abstract Theamountofproductiondatageneratedbysocialmediaopportunitiesthatcanbeexploitedbyvariousparties,bothgovernmentandprivatesectorstoproducetheinformation.Socialmediadatacanbeusedtoknowthebehaviorandpublicperceptionofthephenomenonoraparticularevent.ToobtainandanalyzesocialmediadataneededdepthknowledgeofInternettechnology,socialmedia,databases,datastructures,informationtheory,datamining,machinelearning,untilthedataandinformationvisualizationtechniques.Inthisresearch,socialmediaanalysisonaparticulartopicandthedevelopmentofprototypedevicessoftwareusedasatoolofsocialmediadataretrievalorretrievalofdataapplications.SocialMediaAnalytics(SMA)aimstomaketheprocessofanalysisandsynthesisofsocialmediadatatoproduceinformationcanbeusedbythoseinneed.SMAprocessisdoneinthreestages,namely:Capture,UnderstandandPresent.Thisresearchisexploratorilyfocusedonunderstandingthetechnologythatbecamethebasisofsocialmediausingvarioustechniquesexistandisalreadyusedinthestudyofsocialmediaanalyticpreviously. Downloads Downloaddataisnotyetavailable. References A.J.Bradley.(2010)Becomingasocialorganization:Takingastrategicapproachtosocialmedia.GartnerInc. A.Culotta.(2010)Towardsdetectinginuenzaepidemicsbyanalyzingtwittermessages,inProceedingsoftheFirstWorkshoponSocialMediaAnalytics(SOMA10),AssociationforComputingMachinery.AssociationforComputingMachinery,2010,pp.115122. Alexa.com.(2015)Alexainternet.twitter.com.[Online].Available:http://www.alexa.com/siteinfo/twitter.com Antony.(2008)Whatissocialmedia?Icrossing. C.Holsapple,S.Hsiao,andR.Pakath.(2014)Businesssocialmediaanalytics:Denition,benefits,andchallenges,inProceedingsofthe20thAmericasConferenceonInformationSystems(AMCIS2014),AssociationforInformationSystems.AssociationforInformationSystems. C.Corley,D.Cook,A.Mikler,andK.Singh.(2010)Usingwebandsocialmediaforinuenzasurveillance,inAdvancesinComputationalBiology,ser.AdvancesinExperimentalMedicineandBiology,H.Arabnia,Ed.NewYork:Springer,vol.680,pp.559564. D.Zeng,H.Chen,R.Lusch,andS.-H.Li.(2010)Socialmediaanalyticsandintelligence,IntelligentSystems,IEEE,vol.25,no.6,pp.1316. GlobalWebIndex.(2014)Surveidataglobalwebindex.[Online].Available:https://www.globalwebindex.net/ GartnerReasearch,Socialanalytics.[Online].Available:http://www.gartner.com/it-glossary/social-analytics H.CarneiroandE.Mylonakis.(2009)Googletrends:aweb-basedtoolforreal-timesurveillanceofdiseaseoutbreaks,vol.49,no.10,pp.15571564. J.Cranshaw,R.Schwartz,J.Hong,andN.Sadeh.(2012)Thelivehoodsproject:Utilizingsocialmediatounderstandthedynamicsofacity,inProceedingsoftheSixthInternationalAAAIConferenceonWeblogsandSocialMedia(ICWSM)2012,AssociationfortheAdvancementofArticialIntelligence.AssociationfortheAdvancementofArticialIntelligence,June2012. J.SterneandD.M.Scott.(2010)SocialMediaMetrics:HowtoMeasureandOptimizeYourMarketingInvestment.JohnWiley,March. Kominfo.go.id.retrivedSeptember,2017from:http://kominfo.go.id M.PaulandM.Dredze.(2011)Youarewhatyoutweet:Analyzingtwitterforpublichealth,inProceedingsoftheFifthInternationalAAAIConferenceonWeblogsandSocialMedia(ICWSM)2011,AssociationfortheAdvancementofArticialIntelligence.AssociationfortheAdvancementofArticialIntelligence,2011,pp.265272. M.Neppelenbroek,M.Lossek,R.Janssen,andT.deBoer.(2011)Twitteranarchitecturalreview. Negara,E.S.andAndryani,R.,2018.AReviewonOverlappingandNon-OverlappingCommunityDetectionAlgorithmsforSocialNetworkAnalytics.FarEastJournalofElectronicsandCommunications,18(1),1-27 Negara,E.S.,Kerami,D.,Wiryana,M.,Kusuma,TM.2017.ResearchgatedataanalysistomeasurethestrengthofIndonesianresearch.FarEastJournalofElectronicsandCommunications,17(5),1177-1183 R.T.FieldingandR.N.Taylor.(2002)Principleddesignofthemodernwebarchitecture,ACMTransactionsonInternetTechnology(TOIT),vol.2,no.2,pp.115150. R.BrusseeandE.t.Hekman.(2015)Socialmediaarehighlyaccessiblemedia. S.Kumar,F.Morstatter,andH.Liu.(2013)TwitterDataAnalytics.[Online].Available:www.tweettracker.fulton.asu.edu S.StieglitzandD.Linh.(2013)Socialmediaanalyticsandpoliticalcommunication;asocialmediaanalyticsframework,SocialNetworkAnalysisandMining,vol.3,no.4,pp.12771291. UNGlobalPulse.(2014)Miningindonesiantweetstounderstandfoodpricecrises,UNGlobalPulse,MethodsPaper. W.FanandM.D.Gordon.(2014)Thepowerofsocialmediaanalytics,CommunicationsoftheACM,vol.57,no.6,pp.7481. W.Fan,L.Wallace,S.Rich,andZ.Zhang.(2006)Tappingthepoweroftextmining,CommunicationsoftheACM,vol.49,no.9,pp.7682. X.Long,L.Jin,andJ.Joshi.(2012)Exploringtrajectorydrivenlocalgeographictopicsinfoursquare,inProceedingsofthe2012ACMConferenceonUbiquitousComputing(UbiComp12),AssociationforComputingMachinery.Pittsburgh,UnitedStates:AssociationforComputingMachinery,2012,pp.927934. Negara,E.S.,Andryani,R.,&Saksono,P.H.(2016).AnalisisDataTwitter:EkstraksidanAnalisisDataGeospasial.INKOMJournal,10(1),27-36. Antoni,D.,Negara,E.S.,&Suweno,S.(2015).EkstraksiDataGeo-SpatialTwitter(StudiKasus:BadanPenyelenggaraJaminanSosialKesehatan). DownloadPDF Published 2019-09-02 Abstractviews:6013times DownloadPDF:1884times HowtoCite Andryani,R.,Negara,E.,&Triadi,D.(2019).SocialMediaAnalytics:DataUtilizationofSocialMediaforResearch.JournalofInformationSystemsandInformatics,1(2),193-205.https://doi.org/10.33557/journalisi.v1i2.23 MoreCitationFormats ACM ACS APA ABNT Chicago Harvard IEEE MLA Turabian Vancouver DownloadCitation Endnote/Zotero/Mendeley(RIS) BibTeX Issue Vol1No2(2019):JournalofInformationSystemsandInformatics Section Articles IcertifythatIhaveread,understandandagreedtotheJournalofInformationSystemandInformaticssubmissionguidelines,policiesandsubmissiondeclaration.Submissionalreadyusingtheprovidedtemplate. Icertifythatallauthorshaveapprovedthepublicationofthisandthereisnoconflictofinterest. Iconfirmthatthemanuscriptistheauthors'originalworkandthemanuscripthasnotreceivedpriorpublicationandisnotunderconsiderationforpublicationelsewhereandhas notbeenpreviouslypublished. Iconfirmthatallauthorslistedonthetitlepagehavecontributedsignificantlytothework,havereadthemanuscript,attesttothevalidityandlegitimacyofthedataanditsinterpretation,andagreetoitssubmission. Iconfirmthatthepapernowsubmittedisnotcopiedorplagiarizedversionofsomeotherpublishedwork. IdeclarethatIshallnotsubmitthepaperforpublicationinanyotherJournalorMagazinetillthedecisionismadebyjournaleditors. Ifthepaperisfinallyacceptedbythejournalforpublication,IconfirmthatIwilleitherpublishthepaperimmediatelyorwithdrawitaccordingtowithdrawalpolicies. ManagedBy PaperTemplate   e-ISSN: 2656-4882p-ISSN:2656-5935 PlagiatChecker SupportedBy ReferenceTools JournalIndexing OurVisitors ViewDetails LicensedunderaCreativeCommonsAttribution4.0InternationalLicense.



請為這篇文章評分?