Sistem Pakar Deteksi Dini Penyakit Preeklamsia pada Ibu Hamil Menggunakan Metode Certainty Factor

Nur Wachid Adi Prasetya, Linda Perdana Wanti, Laura Sari, Lina Puspitasari

Abstract


Preeclampsia is a disease in pregnant women characterized by high blood pressure and positive urine protein. The disease has a high risk of maternal and fetal death, so there is a need for early detection of mothers at risk of preeclampsia. Early online detection of preeclampsia is the best solution during the Covid-19 pandemic by analyzing the influencing factors. The purpose of this study is to build an expert system for early detection of preeclampsia in pregnant women using the Certainty Factor method and the waterfall system development model in order to provide the possibility of pregnant women suffering from preeclampsia. Testing the accuracy of 30 medical record data for pregnant women resulted in a system accuracy level of 90%, while usability testing resulted in a user satisfaction level of 55 with the System Usability Testing (SUS) score criteria being "Poor", therefore improvements are needed on expert system in the future.


Keywords


expert system; early detection; preeclampsia; pregnant women; certainty factor

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References


L.N.Tambunan,A.Arsesiana,andA.Paramita,“DeterminanKejadianPreeklamsiaDiRumahSakitUmumDr.DorisSylvanusPalangkaRaya,”J.SuryaMed.,vol.6,no.1,pp.101–111,Aug.2020,doi:10.33084/JSM.V6I1.1625.[2]Z.FikarAhmadetal.,“FAKTORRISIKOKEJADIANPREEKLAMSIADIRSIASITIKHADIJAHGORONTALO,”Akademika,vol.8,no.2,pp.150–162,Nov.2019,Accessed:Nov.17,2021.[Online].Available:https://journal.umgo.ac.id/index.php/akademika/article/view/408.[3]R.RisnawatiandE.Kurniati,“HubunganGraviditasdenganKejadianPreeklamsiapadaIbuBersalinKabupatenBulukumbaTahun2017,”J.Healthc.Technol.Med.,vol.4,no.2,pp.218–224,Oct.2018,Accessed:Nov.17,2021.[Online].Available:http://jurnal.uui.ac.id/index.php/JHTM/article/view/211.[4]Depkes,ProfilKesehatanIndonesiaTahun2019,vol.42,no.4.2019.[5]R.I.SariandA.Ardiyanti,“FAKTOR-FAKTORYANGBERHUBUNGANDENGANPENATALAKSANAANDETEKSIDINIPREEKLAMPSIAOLEHPETUGASKESEHATAN:SYSTEMATICREVIEW,”J.IlmuKeperawatandanKebidanan,vol.12,no.2,2020,Accessed:Nov.17,2021.[Online].Available:http://ejournal.stikestelogorejo.ac.id/index.php/jikk/article/view/818.[6]A.D.Laksono,R.Rukmini,andR.D.Wulandari,“RegionaldisparitiesinantenatalcareutilizationinIndonesia,”PLoSOne,vol.15,no.2,p.e0224006,Feb.2020,doi:10.1371/JOURNAL.PONE.0224006.[7]R.MaryaniandD.Haryanto,“SISTEMPAKARDIAGNOSAPENYAKITPADAIBUHAMILDENGANMETODEFORWARDCHAINING,”J.Manaj.danTek.Inform.,vol.1,no.1,p.1,Apr.2018,Accessed:Nov.24,2021.[Online].Available:http://jurnal.stmik-dci.ac.id/index.php/jumantaka/article/view/278.[8]A.H.Aji,M.T.Furqon,andA.W.Widodo,“SistemPakarDiagnosaPenyakitIbuHamilMenggunakanMetodeCertaintyFactor(CF),”J.Pengemb.Teknol.Inf.danIlmuKomput.,vol.3,no.5,pp.2127–2134,2018,Accessed:Nov.24,2021.[Online].Available:https://j-ptiik.ub.ac.id/index.php/j-ptiik/article/view/1556.[9]R.Agusli,M.Iqbal,andF.Saputra,“SistemPakarDiagnosaPenyakitPadaIbuHamilDenganMetodeCertaintyFaktorBerbasisWeb,”Acad.J.Comput.Sci.Res.,vol.2,no.1,Jan.2020,Accessed:Nov.24,2021.[Online].Available:https://stmikglobal.ac.id/journal/index.php/AJCSR/article/view/264.[10]N.Ibrahim,J.DeddyIrawan,andK.Auliasari,“SISTEMPAKARDIAGNOSAPENYAKITIBUHAMILDENGANMETODEBACKWARDCHAININGDANMETODECERTAINTYFACTOR,”JATI(JurnalMhs.Tek.Inform.,vol.5,no.2,pp.605–610,Oct.2021,doi:10.36040/JATI.V5I2.3799.[11]Rawansyah,V.A.Lestari,andA.Sari,“SISTEMPAKARDIAGNOSAPREEKLAMPSIADINIPADAIBUHAMILMENGGUNAKANMETODEFUZZYLOGICDANCERTAINTYFACTOR,”Semin.Inform.Apl.Polinema,pp.221–225,Oct.2020,Accessed:Nov.18,2021.[Online].Available:http://jurnalti.polinema.ac.id/index.php/SIAP/article/view/773.[12]D.KirayandF.A.Sianturi,“DiagnoseExpertSystemComputerMalfunctionCertaintyFactorMethod,”J.Comput.Networks,Archit.HighPerform.Comput.,vol.2,no.1,pp.63–71,Jan.2020,doi:10.47709/CNAPC.V2I1.358.[13]H.Fonda,Yulanda,M.Ikhsanudin,Muhardi,andY.Irawan,“ApplicationofCertaintyFactorMethodtoIdentifyPestsinCrystalJambooPlants,”J.Phys.Conf.Ser.,vol.1783,no.1,p.012053,Feb.2021,doi:10.1088/1742-6596/1783/1/012053.[14]N.Sunaryo,Y.Yuhandri,andS.Sumijan,“SistemPakarMenggunakanMetodeCertaintyFactordalamIdentifikasiPengembanganMinatdanBakatKhususpadaSiswa,”J.SistimInf.danTeknol.,pp.48–55,Sep.2021,doi:10.37034/JSISFOTEK.V3I2.43.[15]K.E.Setyaputri,A.Fadlil,andS.Sunardi,“AnalisisMetodeCertaintyFactorpadaSistemPakarDiagnosaPenyakitTHT,”J.Tek.Elektro,vol.10,no.1,pp.30–35,Jun.2018,Accessed:Jan.03,2022.[Online].Available:https://journal.unnes.ac.id/nju/index.php/jte/article/view/14031.[16]F.FitrahulJanah,G.FitriLaxmi,F.Riana,U.IbnKhaldunBogorJlSholehIskandarKm,andK.Bogor,“PENERAPANMETODECERTAINTYFACTORPADASISTEMPAKARDIAGNOSISPENYAKITDANHAMATANAMANMANGGIS,”J.Ilm.Teknol.InfomasiTerap.,vol.8,no.1,pp.63–71,Dec.2021,doi:10.33197/JITTER.VOL8.ISS1.2021.719.[17]N.TriatmiandM.Akbar,“SistemPakarDiagnosaPenyakitTanamanBungaKertasZinniaMenggunakanMetodeCertaintyFactor,”J.Inf.Syst.Artif.Intell.,vol.2,no.1,pp.31–37,2021,Accessed:Jan.03,2022.[Online].Available:http://jisai.mercubuana-yogya.ac.id/index.php/jisai/article/view/50/22.[18]R.Adinata,S.Muharni,andM.A.Syaputra,“PENERAPANMETODECERTAINTYFACTORUNTUKDIAGNOSAPENYAKITTANAMANSINGKONGPADAPT.BWTULANGBAWANG.”[19]Katmini,F.D.Nurcahyanti,andA.Yunita,“Faktor-FaktorYangBerhubunganDenganKejadianPreeklamsiaPadaIbuHamilDiKabupatenKediriJawaTimur,”Interes.J.IlmuKesehat.,vol.7,no.2,pp.116–122,Nov.2018,doi:10.37341/INTEREST.V7I2.16.[20]A.MahayantiandNgatini,“Faktor-FaktorPenyebabKejadianPreeklamsia/EklamsiaPadaIbuBersalindiRuangBersalinRumahSakitUmumDaerahPanembahanSenopatiBantul,”ICareJ.KeperawatanSTIKesPantiRapih,vol.2,no.1,pp.13–27,Mar.2021,doi:10.46668/JURKES.V2I1.120.[21]P.D.Untari,“ANALISISFAKTORRISIKOYANGBEHUBUNGANDENGANKEJADIANPREEKLAMSIADANKEBIJAKANMANAJEMENPELAYANANDIRSUDPARIAMAN,”MenaraIlmu,vol.13,no.4,Apr.2019,doi:10.33559/MI.V13I4.1311.[22]W.VanCasteren,“TheWaterfallModelandtheAgileMethodologies:AcomparisonbyprojectcharacteristicsTheWaterfallModelandtheAgileMethodologies:AcomparisonbyprojectcharacteristicsAcademicCompetencesintheBachelor2assignment:Writeascientificarticleon2SoftwareDevelopmentModels,”2017,doi:10.13140/RG.2.2.36825.72805.[23]A.Buchori,P.Setyosari,W.Dasna,andS.Ulfa,“MobileAugmentedRealityMediaDesignwithWaterfallModelforLearningGeometryinCollege,”Int.J.Appl.Eng.Res.,vol.12,pp.3773–3780,2017,Accessed:Nov.24,2021.[Online].Available:http://www.ripublication.com.[24]D.Rahmawati,A.S.Prabowo,andR.Purwanto,“ImplementasiModelWaterfallpadaPengembanganSistemInformasiMonitoringPrestasiMahasiswa,”J.Innov.Inf.Technol.Appl.,vol.3,no.1,pp.82–93,Jun.2021,doi:10.35970/JINITA.V3I1.678.[25]F.G.Sembodo,G.F.Fitriana,andN.A.Prasetyo,“EvaluasiUsabilityWebsiteShopeeMenggunakanSystemUsabilityScale(SUS),”J.Appl.InformaticsComput.,vol.5,no.2,pp.146–150,Nov.2021,doi:10.30871/JAIC.V5I2.3293.[26]A.W.Soejono,A.Setyanto,andA.F.Sofyan,“EvaluasiUsabilityWebsiteUNRIYOMenggunakanSystemUsabilityScale(StudiKasus:WebsiteUNRIYO),”Respati,vol.13,no.1,Mar.2018,Accessed:Nov.02,2021.[Online].Available:http://jti.respati.ac.id/index.php/jurnaljti/article/view/213.[27]N.W.A.Prasetya,P.D.Abda’u,M.N.Faiz,andA.S.Prabowo,“SistemInformasiLogbookPegawaiPoliteknikNegeriCilacapSebagaiAbsensiOnlinePadaMasaPandemiCOVID-19,”INTEKJ.Inform.danTeknol.Inf.,vol.4,no.1,pp.8–17,May2021,doi:10.37729/INTEK.V4I1.1122.[28]D.SetiawanandS.L.Wicaksono,“EvaluasiUsabilityGoogleClassroomMenggunakanSystemUsabilityScale,”WalisongoJ.Inf.Technol.,vol.2,no.1,pp.71–78,Jun.2020,doi:10.21580/WJIT.2020.2.1.5792.[29]A.S.PrabowoandL.Syafirullah,“RANCANGBANGUNSISTEMINFORMASIUSAHAMIKROKECILMENENGAHSTUDIKASUSDINASKOPERASIUMKMDAERAHISTIMEWAYOGYAKARTA,”Jul.2018.Accessed:Apr.14,2021.[Online].Available:https://ejournal.pnc.ac.id/index.php/infotekmesin/article/view/17.[30]Ruliah,N.Aida,andSoegiarto,“RancanganSistemPakarUntukMendiagnosaPenyakitTuberkulosisBerbasisCertaintyFactor,”JutisiJ.Ilm.Tek.Inform.danSist.Inf.,vol.9,no.1,pp.151–161,Apr.2020,doi:10.35889/JUTISI.V9I1.448.[31]I.GunaawanandY.Fernando,“SISTEMPAKARDIAGNOSAPENYAKITKULITPADAKUCINGMENGGUNAKANMETODENAIVEBAYESBERBASISWEB,”J.Inform.danRekayasaPerangkatLunak,vol.2,no.2,pp.239–247,Jun.2021,Accessed:Nov.26,2021.[Online].Available:http://jim.teknokrat.ac.id/index.php/informatika/article/view/927.




DOI: https://doi.org/10.35970/infotekmesin.v13i1.1050

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