vii
Yani Mulyani, 2016
KOMBINASI SISTEM PAKAR DAN MACHINE LEARNING DENGAN DEMPSTER SHAFER DAN NAIVE BAYES UNTUK DIAGNOSA PENYAKIT DENGAN GEJALA DEMAM
Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu
DAFTAR ISI
KATA PENGANTAR ... Error! Bookmark not defined.
UCAPAN TERIMA KASIH ... Error! Bookmark not defined.
ABSTRAK ... Error! Bookmark not defined.
ABSTRACT ... Error! Bookmark not defined.
DAFTAR ISI ... vii
DAFTAR GAMBAR ... ix
DAFTAR TABEL ... x
BAB I PENDAHULUAN ... Error! Bookmark not defined.
1.1 Latar Belakang ... Error! Bookmark not defined. 1.2 Rumusan Masalah ... Error! Bookmark not defined. 1.3 Tujuan Penelitian ... Error! Bookmark not defined. 1.4 Batasan Masalah ... Error! Bookmark not defined. 1.5 Sistematika Penulisan ... Error! Bookmark not defined.
BAB II TINJAUAN PUSTAKA ... Error! Bookmark not defined.
2.1 Artificial Inteligence ... Error! Bookmark not defined. 2.2 Pengertian Sistem Pakar ... Error! Bookmark not defined. 2.2.1 Bentuk Sistem Pakar ... Error! Bookmark not defined. 2.2.2 Modul Penyusun Sistem Pakar ... Error! Bookmark not defined. 2.2.3 Struktur Sistem Pakar... Error! Bookmark not defined. 2.2.4 Ketidakpastian ... Error! Bookmark not defined.
2.2.4.1
Metode
Dempster shafer... Error! Bookmark not defined.
2.3 Pengertian Machine learning ... Error! Bookmark not defined. 2.3.1 Komponen Machine Learning ... Error! Bookmark not defined. 2.3.2 Metode Naive bayes ... Error! Bookmark not defined. 2.4 Bahasa Pemrograman R ... Error! Bookmark not defined. 2.4.1 R-Shiny ... Error! Bookmark not defined. 2.5 Demam ... Error! Bookmark not defined.
BAB III METODOLOGI PENELITIAN... Error! Bookmark not defined.
3.3.2 Bahan Penelitian ... Error! Bookmark not defined. 3.4 Metode Penelitian ... Error! Bookmark not defined.
BAB IV HASIL PENELITIAN DAN PEMBAHASANError! Bookmark not
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4.1 Proses Pengumpulan Data ... Error! Bookmark not defined. 4.2 Pengembangan Model ... Error! Bookmark not defined. 4.2.1 Deskripsi Sistem SDD (Sistem Diagnosa Demam) . Error! Bookmark not
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4.2.2 Analisis Perhitungan Manual ... Error! Bookmark not defined. 4.3 Implementasi Sistem SDD (Sistem Diagnosa Demam) ... Error! Bookmark not
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4.3.1 Perancangan Antarmuka ... Error! Bookmark not defined. 4.3.2 Implementasi antarmuka ... Error! Bookmark not defined. 4.4 Desain Eksperimen dan Hasil Eksperimen ... Error! Bookmark not defined. 4.5 Pembahasan ... Error! Bookmark not defined.
BAB V KESIMPULAN DAN SARAN ... Error! Bookmark not defined.
5.1 Kesimpulan ... Error! Bookmark not defined. 5.2 Saran ... Error! Bookmark not defined.
ix
Yani Mulyani, 2016
KOMBINASI SISTEM PAKAR DAN MACHINE LEARNING DENGAN DEMPSTER SHAFER DAN NAIVE BAYES UNTUK DIAGNOSA PENYAKIT DENGAN GEJALA DEMAM
Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu
DAFTAR GAMBAR
Gambar 2. 1 Konsep Dasar Sistem Pakar (Arhami, Muhammad,2005)... Error!
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Gambar 2. 2 Arsitektur Sistem Pakar (Arhami, 2004)Error!
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Gambar 2. 3 Persamaan
Dempster shafer(Giarratano dan Riley,2005 ... Error!
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Gambar 2. 4 Flowchart
Dempster shafer... Error! Bookmark not defined.
Gambar 2. 5 Persamaan
Naive bayes(Arhami,2005)Error!
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Gambar 2. 6 Flowchart
Naive bayes... Error! Bookmark not defined.
Gambar 3. 1 Desain Alur Penelitian ... Error! Bookmark not defined.
Gambar 4. 1
Flowchart sistem diagnosa penyakit dengan gejala demam ... Error!
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Gambar 4. 2 Antarmuka Halaman Login Admin . Error! Bookmark not defined.
Gambar 4. 3 Antarmuka Halaman Home Admin . Error! Bookmark not defined.
Gambar 4. 4 Antarmuka Halaman Pengetahuan AdminError! Bookmark not
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Gambar 4. 5 Antarmuka Halaman Tambah PenyakitError!
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Gambar 4. 6 Antarmuka Halaman Tambah GejalaError!
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Gambar 4. 7 Antarmuka Halaman Ubah PengetahuanError!
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Gambar 4. 8 Antarmuka Halaman Utama User .... Error! Bookmark not defined.
Gambar 4. 9 Antarmuka Halaman Jenis Penyakit Error! Bookmark not defined.
Gambar 4. 10 Antarmuka Halaman Analisis PenyakitError!
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Gambar 4. 11 Antarmuka Halaman Login ... Error! Bookmark not defined.
Gambar 4. 12 Antarmuka Halaman home admin . Error! Bookmark not defined.
Gambar 4. 13 Antarmuka Halaman pengetahuan . Error! Bookmark not defined.
Gambar 4. 14 Antarmuka Halaman tambah penyakitError!
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Gambar 4. 15 Antarmuka Halaman tambah gejalaError!
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Gambar 4. 16 Antarmuka Halaman ubah pengetahuanError!
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xi
Yani Mulyani, 2016
KOMBINASI SISTEM PAKAR DAN MACHINE LEARNING DENGAN DEMPSTER SHAFER DAN NAIVE BAYES UNTUK DIAGNOSA PENYAKIT DENGAN GEJALA DEMAM
Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu
DAFTAR TABEL
Tabel 2. 1 Tabel Kombinasi Gejala Pilek ... Error! Bookmark not defined.
Tabel 2. 2 Tabel Kombinasi gejala gatal pada PilekError!
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Tabel 2. 3 Tabel Data Training... Error! Bookmark not defined.
Tabel 4. 1 Gejala Keseluruhan ... Error! Bookmark not defined.
Tabel 4. 2 Nilai Belief pada tiap gejala ... Error! Bookmark not defined.
Tabel 4. 3 Data Training
Naive bayes... Error! Bookmark not defined.
Tabel 4. 4 kombinasi gejala panas dan mimisan ... Error! Bookmark not defined.
Tabel 4. 5 kombinasi gejala panas dan mimisan dengan muntah... Error!
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Tabel 4. 6 kombinasi langkah 3 dengan hilang nafsu makanError!
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