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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. 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