Nur Aini R, 2016
SISTEM PAKAR D IAGNOSA AUTISME PAD A ANAK D ENGAN METOD E FORWARD CHAINING D AN CERTAINTY FACTOR
Universitas Pendidikan Indonesia | repository.upi.edu|perpustakaan.upi.edu
v
DAFTAR ISI
ABSTRAK ... Error! Bookmark not defined.
ABSTRACT ... Error! Bookmark not defined.
UCAPAN TERIMA KASIH ... Error! Bookmark not defined.
DAFTAR ISI ...v
DAFTAR GAMBAR ... vii
DAFTAR TABEL ... ix
BAB IPENDAHULUAN ... 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 Manfaat Penelitian ... Error! Bookmark not defined.
1.6 Metode Penelitian ... Error! Bookmark not defined.
1.7 Sistematika Penulisan ... Error! Bookmark not defined.
BAB KAJIAN PUSTAK A... Error! Bookmark not defined.
2.1 Autisme ... Error! Bookmark not defined.
2.1.1 Pengertian Autisme ... Error! Bookmark not defined.
2.1.2 Gejala Autisme... Error! Bookmark not defined.
2.1.3 Terapi anak Autis ... Error! Bookmark not defined.
2.2 Sistem Pakar ... Error! Bookmark not defined.
2.2.1 Pengertian Sistem Pakar... Error! Bookmark not defined.
2.2.2 Arsitektur Sistem Pakar ... Error! Bookmark not defined.
2.2.3 Mesin Inferensi ... Error! Bookmark not defined.
2.3 Forward Chaining ... Error! Bookmark not defined.
2.4 Certainty Factor ... Error! Bookmark not defined.
BAB IIIMETODE PENELITIAN ... Error! Bookmark not defined.
3.1 Desain Penelitian ... Error! Bookmark not defined.
Nur Aini R, 2016
SISTEM PAKAR D IAGNOSA AUTISME PAD A ANAK D ENGAN METOD E FORWARD CHAINING D AN CERTAINTY FACTOR
Universitas Pendidikan Indonesia | repository.upi.edu|perpustakaan.upi.edu
vi
3.2.1 Metode Pengumpulan Data ... Error! Bookmark not defined.
3.2.2 Metode Pengembangan Perangkat Lunak Error! Bookmark not defined.
3.3 Alat dan Bahan Penelitian ... Error! Bookmark not defined.
3.3.1 Alat Penelitian... Error! Bookmark not defined.
3.3.2 Bahan Penelitian ... Error! Bookmark not defined.
BAB IVHASIL PENELITIAN DAN PEMBAHASAN ...Error! Bookmark not
defined.
4.1 Hasil Penelitian ... Error! Bookmark not defined.
4.1.1 Pengumpulan Data Penelitian ... Error! Bookmark not defined.
4.1.2 Penentuan Data Rule/Kaidah ... Error! Bookmark not defined.
4.1.3 Pencarian Kombinasi dari Kriteria yang Muncul dengan Metode
Forward Chaining ... Error! Bookmark not defined.
4.1.4 Perhitungan Nilai keyakinan dengan Metode Certainty Factor ... Error!
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4.2 Pembahasan Penelitian ... Error! Bookmark not defined.
4.2.1 Pengembangan Perangkat Lunak ... Error! Bookmark not defined.
4.2.1.1 Analisis... Error! Bookmark not defined.
4.2.1.2 Desain (Rancangan) ... Error! Bookmark not defined.
4.2.1.3 Implementasi/Coding ... Error! Bookmark not defined.
4.2.2 Pengujian dan Validasi... Error! Bookmark not defined.
BAB V ... Error! Bookmark not defined.
KESIMPULAN DAN SARAN ... Error! Bookmark not defined.
5.1 Kesimpulan ... Error! Bookmark not defined.
5.2 Saran ... Error! Bookmark not defined.
DAFTAR PUSTAKA ... Error! Bookmark not defined.
Nur Aini R, 2016
SISTEM PAKAR D IAGNOSA AUTISME PAD A ANAK D ENGAN METOD E FORWARD CHAINING D AN CERTAINTY FACTOR
Universitas Pendidikan Indonesia | repository.upi.edu|perpustakaan.upi.edu
vii
DAFTAR GAMBAR
Gambar 2. 1 Struktur Sistem Pakar (Durkin, 1994) ...Error! Bookmark not
defined.
Gambar 2. 2 Arsitektur Sistem Pakar (Arhami, 2005) ...Error! Bookmark not
defined.
Gambar 3. 1 Desain Penelitian ... Error! Bookmark not defined.
Gambar 3. 2 Model Sekuensial Linear(S.Pressman, 2001)...Error! Bookmark not
defined.
Gambar 4. 1 Pohon Keputusan Usia 0-1 Tahun (Sangat Sering)Error! Bookmark
not defined.
Gambar 4. 2 Pohon Keputusan Usia 0-1 Tahun (Sering)...Error! Bookmark not
defined.
Gambar 4. 3 Pohon Keputusan Usia 0-1 Tahun (Sesekali) ...Error! Bookmark not
defined.
Gambar 4. 4 Proses Mengambil id_rule Sesuai Jawaban User Iterasi 1 ... Error!
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Gambar 4. 5 Sistem Mengambil Gejala untuk Pertanyaan Iterasi 2 ... Error!
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Gambar 4. 6 Proses Mengambil id_rule Sesuai Jawaban User Iterasi 2 ... Error!
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Gambar 4. 7 Sistem Mengambil Gejala untuk Pertanyaan Iterasi 3 ... Error!
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Gambar 4. 8 Proses Mengambil id_rule Sesuai Jawaban User Iterasi 3... Error!
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Gambar 4. 9 Sistem Mengambil Gejala Untuk Pertanyaan Iterasi 4 ... Error!
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Gambar 4. 10 Proses mengambil id_rule sesuai jawaban user iterasi 4 ... Error!
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Gambar 4. 11 Proses Pelacakan Selesai ... Error! Bookmark not defined.
Nur Aini R, 2016
SISTEM PAKAR D IAGNOSA AUTISME PAD A ANAK D ENGAN METOD E FORWARD CHAINING D AN CERTAINTY FACTOR
Universitas Pendidikan Indonesia | repository.upi.edu|perpustakaan.upi.edu
viii
Gambar 4. 13 Hasil Diagnosa Contoh Penerapan Metode Forward Chaining
... Error! Bookmark not defined.
Gambar 4. 14 Deskripsi Umum Sistem... Error! Bookmark not defined.
Gambar 4. 15 Conceptual Data Model (CDM)... Error! Bookmark not defined.
Gambar 4. 16 Rancangan Antarmuka User Halaman Registrasi Anak ... Error!
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Gambar 4. 17 Rancangan antarmuka user halaman diagnosa DSM IV... Error!
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Gambar 4. 18 Rancangan antarmuka user halaman diagnosa perilaku... Error!
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Gambar 4. 19 Rancangan antarmuka user halaman hasil diagnosa ... Error!
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Gambar 4. 20 Rancangan antarmuka pakar halaman data rules . Error! Bookmark
not defined.
Gambar 4. 21 Rancangan antarmuka pakar halaman data gejala Error! Bookmark
not defined.
Gambar 4. 22 Rancangan antarmuka pakar halaman gangguan . Error! Bookmark
not defined.
Gambar 4. 23 Rancangan antarmuka pakar halaman terapi dini. Error! Bookmark
not defined.
Gambar 4. 24 Implementasi Halaman Registrasi... Error! Bookmark not defined.
Gambar 4. 25 Implementasi halaman diagnosa DSM IV...Error! Bookmark not
defined.
Gambar 4. 26 Implementasi halaman diagnosa perilaku ...Error! Bookmark not
defined.
Gambar 4. 27 Implementasi halaman terap i dini user ...Error! Bookmark not
defined.
Gambar 4. 28 Implementasi halaman cara terapi dini user ...Error! Bookmark not
defined.
Gambar 4. 29 Bagian Pada Antarmuka Admin/Pakar...Error! Bookmark not
Nur Aini R, 2016
SISTEM PAKAR D IAGNOSA AUTISME PAD A ANAK D ENGAN METOD E FORWARD CHAINING D AN CERTAINTY FACTOR
Universitas Pendidikan Indonesia | repository.upi.edu|perpustakaan.upi.edu
ix
Gambar 4. 30 Implementasi halaman dashboard admin...Error! Bookmark not
defined.
Gambar 4. 31 Implementasi Halaman Data Rule ... Error! Bookmark not defined.
Gambar 4. 32 Pohon Keputusan Pengujian Aplikasi Usia 0-1 Tahun ... Error!
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Gambar 4. 33 Pohon Keputusan Pengujian Aplikasi Usia 1-2 Tahun ... Error!
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Gambar 4. 34 Pohon Keputusan Pengujian Aplikasi Usia 2-3 Tahun ... Error!
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Gambar 4. 35 Pohon Keputusan Pengujian Aplikasi Usia 3-5 Tahun ... Error!
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Nur Aini R, 2016
SISTEM PAKAR D IAGNOSA AUTISME PAD A ANAK D ENGAN METOD E FORWARD CHAINING D AN CERTAINTY FACTOR
Universitas Pendidikan Indonesia | repository.upi.edu|perpustakaan.upi.edu
x
DAFTAR TABEL
Tabel 2. 1 Tabel Contoh Nilai Certainty Factor... Error! Bookmark not defined.
Tabel 4. 1 Klasifikasi Autisme(Cohen & Bolton, 1994) .. Error! Bookmark not define d.
Tabel 4. 2 Data Rentang Usia ... Error! Bookmark not define d.
Tabel 4. 3 Data Gejala/Perilaku Autisme Pada Anak ... Error! Bookmark not define d.
Tabel 4. 4 Data Nilai Belief dan Disbelief Pakar Pada Gejala Autisme Anak ... Error!
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Tabel 4. 5 Nilai Entropi Algoritma ID3 untuk Penentuan Akar Pohon Usia 0-1 Tahun
... Error! Bookmark not define d.
Tabel 4. 6 Entropi Algoritma ID3 untuk Penentuan Akar Pohon Usia 1-2 Tahun .... Error!
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Tabel 4. 7 Perhitungan nilai CF pakar... Error! Bookmark not define d.
Tabel 4. 8 Perhitungan nilai CF kaidah premis tunggal ... Error! Bookmark not define d.
Tabel 4. 9 Data Anak... Error! Bookmark not defined.
Tabel 4. 10 Data Gangguan ... Error! Bookmark not define d.
Tabel 4. 11 Data Gejala ... Error! Bookmark not define d.
Tabel 4. 12 Data Rule ... Error! Bookmark not define d.
Tabel 4. 13 Data Detail_rule ... Error! Bookmark not define d.
Tabel 4. 14 Data Jawaban ... Error! Bookmark not define d.
Tabel 4. 15 Data Pilihan_Jawaban... Error! Bookmark not define d.
Tabel 4. 16 Data Terapi ... Error! Bookmark not define d.
Tabel 4. 17 Implementasi Modul Program ... Error! Bookmark not define d.
Tabel 4. 18 Pelaksanaan Pengujian... Error! Bookmark not define d.
Tabel 4. 19 Data Hasil Diagnosa Pakar Psikologi Anak .. Error! Bookmark not define d.
Tabel 4. 20 Pengujian Metode Forward Chaining Data Sample 1..Error! Bookmark not
de fine d.
Tabel 4. 21 Pengujian Metode Certainty Factor Data Sample 1...Error! Bookmark not
de fine d.
Tabel 4. 22 Pengujian Metode Forward Chaining Data Sample 2..Error! Bookmark not
de fine d.
Tabel 4. 23 Pengujian Metode Certainty Factor Data Sample 2...Error! Bookmark not
Nur Aini R, 2016
SISTEM PAKAR D IAGNOSA AUTISME PAD A ANAK D ENGAN METOD E FORWARD CHAINING D AN CERTAINTY FACTOR
Universitas Pendidikan Indonesia | repository.upi.edu|perpustakaan.upi.edu
xi
Tabel 4. 24 Pengujian Metode Forward Chaining Data Sample 3..Error! Bookmark not
de fine d.
Tabel 4. 25 Pengujian Metode Certainty Factor Data Sample 3...Error! Bookmark not
de fine d.
Tabel 4. 26 Pengujian Metode Forward Chaining Data Sample 4..Error! Bookmark not
de fine d.
Tabel 4. 27 Pengujian Metode Certainty Factor Data Sample 4...Error! Bookmark not
de fine d.
Tabel 4. 28 Hasil Uji Aplikasi Dinyatakan Benar ... Error! Bookmark not define d.
Tabel 4. 29 Hasil Uji Aplikasi Dinyatakan Salah ... Error! Bookmark not define d.
Tabel 4. 30 Perhitungan Nilai False Positive dan True Negative....Error! Bookmark not
