Implementasi Metode Dempster Shafer dan Metode Bayes Untuk Mendiagnosa Lumpuh Otak (Cerebral Palsy) Pada Anak Berbasis Android

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Listing Program

Menu Utama Program

Sub Activity_Create(FirstTime As Boolean)

'Do not forget to load the layout file created with the visual designer. For example:

'Activity.LoadLayout("Layout1") 'Inisialiasi Background

If File.Exists(File.DirAssets,"menu.png") Then

Latar.Initialize(LoadBitmap(File.DirAssets,"menu.png")) Activity.Background = Latar

Else

Msgbox("File Tidak Ada", "Peringatan") End If

'Inisialiasi Menu

If File.Exists(File.DirAssets,"btnKonsultasi.png")= True Then btnKonsultasi.Initialize("btnKonsultasi")

btnKonsultasi.Bitmap = LoadBitmap(File.DirAssets, "btnKonsultasi.png")

btnKonsultasi.Gravity = Gravity.FILL

Activity.AddView(btnKonsultasi, 66%x, 8%y, 30%x, 10%y) Else

Msgbox("File Not Found", "Warning") End If

If File.Exists(File.DirAssets,"btnTerapi.png")= True Then btnTerapi.Initialize("btnTerapi")

btnTerapi.Bitmap = LoadBitmap(File.DirAssets, "btnTerapi.png")

btnTerapi.Gravity = Gravity.FILL

Activity.AddView(btnTerapi, 66%x, 20%y, 30%x, 10%y) Else

If File.Exists(File.DirAssets,"btnInfo.png")= True Then btnInfo.Initialize("btnInfo")

btnInfo.Bitmap = LoadBitmap(File.DirAssets, "btnInfo.png")

btnInfo.Gravity = Gravity.FILL

Activity.AddView(btnInfo, 66%x, 32%y, 30%x, 10%y) Else

If File.Exists(File.DirAssets,"btnTentang.png")= True Then btnTentang.Initialize("btnTentang")

btnTentang.Bitmap = LoadBitmap(File.DirAssets, "btnTentang.png")

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btnTentang.Gravity = Gravity.FILL

Activity.AddView(btnTentang, 66%x, 44%y, 30%x, 10%y) Else

End Sub

Sub Activity_Resume End Sub

Sub Activity_Pause (UserClosed As Boolean) End Sub

Sub btnKonsultasi_Click()

StartActivity(Registerasi) End Sub

Sub btnTerapi_Click()

StartActivity(Terapi) End Sub

Sub btnInfo_Click()

StartActivity(Info) End Sub

Sub btnTentang_Click()

StartActivity(Tentang) End Sub

Menu Konsultasi

Sub Globals

'These global variables will be redeclared each time the activity is created.

'These variables can only be accessed from this module. Dim TotalGejala As Int = 23

Dim Latar As BitmapDrawable Dim Posisi As Int

Dim BesarFont = 20 Dim Pecahan As Int = 10 Dim Kesimpulan As String

Dim Font As Int = GetDeviceLayoutValues.Width / Density / (Main.KonstantaFont - BesarFont)

Dim G(TotalGejala) As Gejala Dim GB(TotalGejala) As Bayes Dim Bobot(TotalGejala) As Double Dim Jawaban(TotalGejala) As Int Dim DataBayes(50) As String

Dim btnMaju, btnMundur, btnCekHasil, btnKeluar, btnTerapi As ImageView

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Dim lblPertanyaan, lblDS, lblBayes, lblKesimpulan As Label Dim txtP_DS, txtT_DS As Label

Dim txtR_Bayes, txtS_Bayes, txtB_Bayes As Label Dim lblNama, lblUmur As Label

Dim txtNama, txtUmur As Label End Sub

Sub Inisialisasi() Posisi = 0

G(0).Initialize("G01", "bayi lahir prematur", 0.15)

G(1).Initialize("G02", "berat badan lahir dibawah 2,5 kg", 0.1) G(2).Initialize("G03", "sering kejang-kejang sejak lahir", 0.2) G(3).Initialize("G04", "bentuk kepala kecil", 0.1)

G(4).Initialize("G05", "lengan atas atau bawah lemas/kaku", 0.2)

G(5).Initialize("G06", "tungkai atas dan bawah lemas/kaku", 0.2)

G(6).Initialize("G07", "usia > 4 bulan tangan masih mengepal", 0.3)

G(7).Initialize("G08", "tangan tidak mampu meraih benda", 0.25) G(8).Initialize("G09", "kaki jinjit", 0.25)

G(9).Initialize("G10", "sebagian anggota gerak tidak dapat berfungsi maksimal", 0.5)

G(10).Initialize("G11", "menggunakan alat bantu gerak", 0.25) G(11).Initialize("G12", "anak sering mengeluarkan air liur", 0.15)

G(12).Initialize("G13", "usia 6 bulan belum dapat tengkurap", 0.15)

G(13).Initialize("G14", "usia 10 bulan belum dapat duduk sendiri", 0.15)

G(14).Initialize("G15", "usia 24 bulan belum dapat berdiri", 0.3)

G(15).Initialize("G16", "kaku pada sebelah sisi tubuh", 0.1) G(16).Initialize("G17", "kaki berbentuk menyilang", 0.35) G(17).Initialize("G18", "sering terjadi gerakan refleks berlebihan", 0.5)

G(18).Initialize("G19", "sulit mengunyah makanan", 0.5) G(19).Initialize("G20", "retardasi mental", 0.2)

G(20).Initialize("G21", "gangguan penglihatan", 0.15) G(21).Initialize("G22", "gangguan pendengaran", 0.2) G(22).Initialize("G23", "gangguan bicara", 0.25) End Sub

Sub Dempster_Shafer()

Dim mB1, mP1 As Double ' Celebral Palsy

mB1 = Bobot(0) 'G(0).Bel mP1 = 1 - mB1 'G(0).Pla

Kesimpulan = "Terkena CP Tipe Spastik " & Round2(mB1 * 100, 0) & "%"

End Sub

Sub NaiveBayes()

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Dim TotalData As Int =22 Dim R, S, B As Int

Dim BR, BS, BB As Double

DataBayes(0) = "TTYYYYYYYYYYYYYYYTYYTTYB" DataBayes(1) = "TTYTYYTTYYYTTTYYTTTTTTYS" DataBayes(2) = "TTYTYYYYYYTYYYYYYYYTYYYB" DataBayes(3) = "TTTTTYTTYYYTTTYTTYTTTTTS" DataBayes(4) = "TTTTTTTTTYTTYYYTTTTTTTTR" DataBayes(5) = "TTYTYYYYYYYYYYYYYYYYTTYB" DataBayes(6) = "TTYTYYTTYYTYYYYYYYYTTTYS" DataBayes(7) = "YYTYYYTTYYYTTYYYTTTTTTYS" DataBayes(8) = "YYTYTYTYYYTTTTTYTTTTTTTS" DataBayes(9) = "TTTTTTTTYYYTTTYTTTTTTTYS" DataBayes(10) = "TTTTTTTTTTYTTYTTTTTTTTYR" DataBayes(11) = "TTYTTYTTYYYTYYTTTYTTTTYR" DataBayes(12) = "YYTTTYYTYYYTTYYTTTTTTTYR" DataBayes(13) = "TTTTYYYYYYYYYYYYYYTTTTYB" DataBayes(14) = "TYYYYYYYYYYYYYYYYYYTYYYB" DataBayes(15) = "TTTTTTTTTYYTTTYYTTTTTTTR" DataBayes(16) = "TYYYYYYYYYYYYYYYYYYYTTYB" DataBayes(17) = "YYTYYYTYYYYYYYYYYTYYYTTB" DataBayes(18) = "TTYTYYYYTYTTYYYYTTTYTTYS" DataBayes(19) = "TTYTYYTYYYTYYYYYYYYTTTTB" DataBayes(20) = "YYYTYYYYYYYTYYYYYYTTYTTB" DataBayes(21) = "TTYTTYTTYYTYTYYYTTTYTTYR" For i = 0 To TotalGejala - 1

GB(i).Initialize If Jawaban(i) = 1 Then

Tanya = Tanya & "Y" Else

Tanya = Tanya & "T" End If

txtR_Bayes.Text = "R : " & Round2(BR, Pecahan) txtS_Bayes.Text = "S : " & Round2(BS, Pecahan) txtB_Bayes.Text = "B : " & Round2(BB, Pecahan) If (BR >= BS AND BR >= BB) Then

Kesimpulan = Kesimpulan & " dengan level RENDAH" Else If (BS >= BR AND BS >= BB) Then

Kesimpulan = Kesimpulan & " dengan level SEDANG" Else If (BB >= BR AND BB >= BS) Then

Kesimpulan = Kesimpulan & " dengan level BERAT" End If

End Sub

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If Jawaban(Posisi) = 1 Then rdbYa.Checked = True Else

rdbTidak.Checked = True End If

End Sub

Sub SimpanJawaban()

If rdbYa.Checked = True Then Jawaban(Posisi) = 1

Bobot(Posisi) = G(Posisi).Bel Else

Jawaban(Posisi) = 0 Bobot(Posisi) = 0 End If

End Sub

Sub Pertanyaan()

lblPertanyaan.Text = "Pertanyaan Ke " & (Posisi + 1) & CRLF & CRLF & " Apakah " & G(Posisi).Keterangan & "?"

End Sub

If Posisi = TotalGejala Then btnMaju.Visible = False btnMundur.Visible = False rdbYa.Visible = False rdbTidak.Visible = False btnCekHasil.Visible = True

lblPertanyaan.Text = "Silahkan tekan tombol Cek Hasil untuk melihat hasil!"

End If End Sub

'Activity.LoadLayout("Layout1") Inisialisasi

'Inisialiasi Background

If File.Exists(File.DirAssets,"konsultasi.png") Then

Latar.Initialize(LoadBitmap(File.DirAssets,"konsultasi.png")) Activity.Background = Latar

Else

'Label

lblNama.Initialize("") lblNama.Text = "Nama" lblNama.TextSize = Font

lblNama.TextColor = Colors.Black lblNama.Visible = False

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lblUmur.Text = "Umur" lblUmur.TextSize = Font

lblUmur.TextColor = Colors.Black lblUmur.Visible = False

Activity.AddView(lblUmur, 15%x, 23%y, 30%x, 5%y) ' EditText

txtNama.Initialize("") txtNama.Text = "Uji Coba" txtNama.TextSize = Font

txtNama.TextColor = Colors.Blue txtNama.Visible = False

Activity.AddView(txtNama, 40%x, 17%y, 40%x, 8%y) txtUmur.Initialize("")

txtUmur.Text = "2 Tahun" txtUmur.TextSize = Font

txtUmur.TextColor = Colors.Blue txtUmur.Visible = False

Activity.AddView(txtUmur, 40%x, 23%y, 40%x, 8%y) 'Label Dempster-Shafer

lblDS.Initialize("")

lblDS.Text = "Dempster-Shafer" lblDS.TextSize = Font

lblDS.TextColor = Colors.Black lblDS.Visible = False

Activity.AddView(lblDS, 15%x, 30%y, 70%x, 5%y) 'Label Bayes

lblBayes.Initialize("") lblBayes.Text = "Bayes" lblBayes.TextSize = Font

lblBayes.TextColor = Colors.Black lblBayes.Visible = False

Activity.AddView(lblBayes, 15%x, 50%y, 70%x, 5%y) 'Label Kesimpulan

lblKesimpulan.Initialize("")

lblKesimpulan.Text = "Kesimpulan Diagnosa: " lblKesimpulan.TextSize = Font

lblKesimpulan.TextColor = Colors.Black lblKesimpulan.Visible = False

Activity.AddView(lblKesimpulan, 15%x, 77%y, 70%x, 10%y) BesarFont = 27

Font = GetDeviceLayoutValues.Width / Density / (Main.KonstantaFont - BesarFont)

'Pertanyaan 1

lblPertanyaan.Initialize("") lblPertanyaan.TextSize = Font

lblPertanyaan.TextColor = Colors.Black

lblPertanyaan.Gravity = Gravity.CENTER_HORIZONTAL Pertanyaan

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rdbYa.TextSize = Font

rdbYa.TextColor = Colors.Black rdbYa.Text = "Ya"

Activity.AddView(rdbYa, 15%x, 55%y, 30%x, 10%y) rdbTidak.Initialize("")

rdbTidak.TextSize = Font

rdbTidak.TextColor = Colors.Black rdbTidak.Text = "Tidak"

rdbTidak.Checked = True

Activity.AddView(rdbTidak, 15%x, 65%y, 30%x, 10%y) ' Hasil Dempster Shafer

txtP_DS.Initialize("") txtP_DS.Visible = False txtP_DS.TextSize = Font

txtP_DS.TextColor = Colors.Red

Activity.AddView(txtP_DS, 15%x, 35%y, 70%x, 8%y) txtT_DS.Initialize("")

txtT_DS.Visible = False txtT_DS.TextSize = Font

txtT_DS.TextColor = Colors.Red

Activity.AddView(txtT_DS, 15%x, 43%y, 70%x, 8%y) ' Hasil Bayes

txtR_Bayes.Initialize("") txtR_Bayes.Visible = False txtR_Bayes.TextSize = Font

txtR_Bayes.TextColor = Colors.Red

Activity.AddView(txtR_Bayes, 15%x, 55%y, 70%x, 8%y) txtS_Bayes.Initialize("")

txtS_Bayes.Visible = False txtS_Bayes.TextSize = Font

txtS_Bayes.TextColor = Colors.Red

Activity.AddView(txtS_Bayes, 15%x, 63%y, 70%x, 8%y) txtB_Bayes.Initialize("")

txtB_Bayes.Visible = False txtB_Bayes.TextSize = Font

txtB_Bayes.TextColor = Colors.Red

Activity.AddView(txtB_Bayes, 15%x, 71%y, 70%x, 8%y) ' Tombol Maju & Mundur

btnMundur.Initialize("btnMundur")

btnMundur.Bitmap = LoadBitmap(File.DirAssets, "btnMundur.png") btnMundur.Gravity = Gravity.FILL

Activity.AddView(btnMundur, 15%x, 81%y, 30%x, 10%y) btnMaju.Initialize("btnMaju")

btnMaju.Bitmap = LoadBitmap(File.DirAssets, "btnMaju.png") btnMaju.Gravity = Gravity.FILL

Activity.AddView(btnMaju, 55%x, 81%y, 30%x, 10%y) ' Tombol Cek Hasil

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btnCekHasil.Bitmap = LoadBitmap(File.DirAssets, "btnCekHasil.png")

btnCekHasil.Gravity = Gravity.FILL

Activity.AddView(btnCekHasil, 10%x, 88%y, 80%x, 10%y) btnCekHasil.Visible = False

' Tombol Terapi

btnTerapi.Initialize("btnTerapi")

btnTerapi.Bitmap = LoadBitmap(File.DirAssets, "btnTerapi.png") btnTerapi.Gravity = Gravity.FILL

Activity.AddView(btnTerapi, 52%x, 88%y, 38%x, 10%y) btnTerapi.Visible = False

' Tombol Keluar

btnKeluar.Initialize("btnKeluar")

btnKeluar.Bitmap = LoadBitmap(File.DirAssets, "btnKeluar.png") btnKeluar.Gravity = Gravity.FILL

Activity.AddView(btnKeluar, 10%x, 88%y, 38%x, 10%y) btnKeluar.Visible = False

End Sub

Sub btnMaju_Click() Maju

End Sub

Sub btnMundur_Click() Mundur

End Sub

Sub btnCekHasil_Click()

btnCekHasil.Visible = False

lblPertanyaan.Text = "Hasil Diagnosa : " txtNama.Text = Main.Nama

txtUmur.Text = Main.Umur & " bulan" lblNama.Visible = True

lblUmur.Visible = True lblDS.Visible = True lblBayes.Visible = True lblKesimpulan.Visible = True txtNama.Visible = True

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NaiveBayes

lblKesimpulan.Text = Kesimpulan btnKeluar.Visible = True

btnTerapi.Visible = True End Sub

Sub btnKeluar_Click() Activity.Finish End Sub

Sub btnTerapi_Click()

StartActivity(Terapi) End Sub

Menu Tentang

Else

lblTentang.TextSize = Font

lblTentang.TextColor = Colors.Black lblTentang.Gravity = Gravity.CENTER

Activity.AddView(lblTentang, 15%x, 11%y, 70%x, 70%y) 'Activity.Color = Colors.RGB(20, 100, 80)

' Tombol Keluar

Activity.AddView(btnKeluar, 10%x, 88%y, 80%x, 10%y) End Sub

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Menu Terapi

Sub Globals

'These global variables will be redeclared each time the activity is created.

'These variables can only be accessed from this module. Dim Latar As BitmapDrawable

Dim lblTips As Label

Dim btnKeluar, btnMaju, btnMundur, imgTerapi As ImageView Dim scv As ScrollView

Dim pnl As Panel Dim BesarFont = 13

Dim Font As Int = GetDeviceLayoutValues.Width / Density / (Main.KonstantaFont - BesarFont)

Dim Posisi As Int = 1

Dim TotalTerapi As Int = 15 Dim lblkata As Label

End Sub

Else

imgTerapi.Initialize("")

imgTerapi.Bitmap = LoadBitmap(File.DirAssets, "1.png") imgTerapi.Gravity = Gravity.FILL

Activity.AddView(imgTerapi, 15%x, 10%y, 70%x, 62%x) lblkata.Initialize("")

lblkata.Text = " Sumber Zakaria Avelin SlidePlayer " lblkata.TextSize = Font

lblkata.TextColor = Colors.Black lblkata.Gravity = Gravity.CENTER

Activity.AddView(lblkata, 15%x, 30%y, 50%x, 50%y) ' Tombol Maju & Mundur

btnMundur.Initialize("btnMundur")

btnMundur.Bitmap = LoadBitmap(File.DirAssets, "btnMundur.png") btnMundur.Gravity = Gravity.FILL

Activity.AddView(btnMundur, 15%x, 70%y, 30%x, 10%y) btnMundur.Visible = False

btnMaju.Initialize("btnMaju")

btnMaju.Bitmap = LoadBitmap(File.DirAssets, "btnMaju.png") btnMaju.Gravity = Gravity.FILL

Activity.AddView(btnMaju, 55%x, 70%y, 30%x, 10%y) ' Tombol Keluar

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Sub btnMaju_Click() Maju

End Sub

Sub btnMundur_Click() Mundur

End Sub

Menu Info

'Activity.LoadLayout("Layout1") scv.Initialize(0)

pnl = scv.Panel pnl.Height = 1000%y

Activity.AddView(scv, 5%x, 5%y, 90%x, 77%y) imgFood.Initialize("")

imgFood.Bitmap = LoadBitmap(File.DirAssets, "cp1.jpg") imgFood.Gravity = Gravity.FILL

pnl.AddView(imgFood, 20%x, 6%y, 40%x, 30%x) 'Inisialiasi Background

Else

lblTips.Initialize("")

lblTips.Text = File.ReadString(File.DirAssets, "terapi.txt") lblTips.TextSize = Font

lblTips.TextColor = Colors.Black lblTips.Gravity = Gravity.TOP

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'Activity.Color = Colors.RGB(20, 100, 80) ' Tombol Keluar

Menu Registrasi

'Activity.LoadLayout("Layout1") scv.Initialize(0)

pnl = scv.Panel pnl.Height = 1000%y

Activity.AddView(scv, 5%x, 5%y, 90%x, 77%y) imgFood.Initialize("")

imgFood.Bitmap = LoadBitmap(File.DirAssets, "cp1.jpg") imgFood.Gravity = Gravity.FILL

pnl.AddView(imgFood, 20%x, 6%y, 40%x, 30%x) 'Inisialiasi Background

Else

lblTips.Initialize("")

lblTips.Text = File.ReadString(File.DirAssets, "terapi.txt") lblTips.TextSize = Font

lblTips.TextColor = Colors.Black lblTips.Gravity = Gravity.TOP

pnl.AddView(lblTips, 5%x, 28%y, 80%x, 1000%y) 'Activity.Color = Colors.RGB(20, 100, 80) ' Tombol Keluar

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btnKeluar.Gravity = Gravity.FILL

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Implementasi Metode Dempster Shafer dan Metode Bayes Untuk Mendiagnosa Lumpuh Otak (Cerebral Palsy) Pada Anak Berbasis Android

Listing Program

Menu Utama Program

Menu Konsultasi

Menu Tentang

Menu Terapi

Menu Info

Menu Registrasi

Nama

: Rofika

Tempat, tanggal Lahir : Medan, 23 Desember 1990

Jenis Kelamin

: Perempuan

Tinggi, berat badan

: 165 Cm, 52 Kg

Agama

: Islam

Alamat

: Jl. Danau Poso No. 5 Medan

Status

: Belum Menikah

Telepon

: 081286190196

Email

Formal

•

1996 - 2002 : SD Negeri No. 064982 Medan

•

2002 - 2005 : SMP Negeri 18 Medan

•

2005 - 2008 : SMK Telkom Sandhy Putra Medan

•

2009 - 2012 : D-III Teknik Informatika, USU Medan

•

2013 – 2016 : S1 Ilmu Komputer USU Medan

•

Kemampuan Komputer (MS Word, MS Excel, MS Power Point, MS Access)

•

Install Operating System komputer.

•

Microsoft Visual Basic, MySql Database.

•

Bekerja secara team dan individu

Data Pribadi

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Kemampuan

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