vi Mila Pradini Okvitasari, 2016
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 ... vi
DAFTAR GAMBAR ... ix
DAFTAR TABEL ... xi
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. Batasan Masalah ... Error! Bookmark not defined.
1.4. Tujuan ... Error! Bookmark not defined.
1.5. Manfaat ... Error! Bookmark not defined.
1.6. Sistematika Penulisan ... Error! Bookmark not defined.
BAB II KAJIAN PUSTAKA ... Error! Bookmark not defined.
2.1. Artificial Inteligence ... Error! Bookmark not defined.
2.1.1.Robotika ... Error! Bookmark not defined.
2.1.2. Jaringan Syaraf Tiruan (Artificial Neural System) ... Error!
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2.1.3. Sistem pakar ... Error! Bookmark not defined.
2.2. Himpunan Fuzzy ... Error! Bookmark not defined.
2.2.1. Operasi Himpunan Fuzzy ... Error! Bookmark not defined.
2.2.2. Implementasi Fuzzy ... Error! Bookmark not defined.
2.3. Fuzzy Rule-Base Systems (FRBS) ... Error! Bookmark not defined.
2.3.1. Model Mamdani ... Error! Bookmark not defined.
2.3.2. Model Takagi Sugeno Kang (TSK)Error! Bookmark not
defined.
2.3.3. Model Fuzzy Rule Based Classification Systems (FRBCS) . Error!
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vii Mila Pradini Okvitasari, 2016
2.5. Reduced Rule Based ... Error! Bookmark not defined.
2.6. Bahasa R ... Error! Bookmark not defined.
2.7.Hypertext Preprocessor (PHP) ... Error! Bookmark not defined.
2.8. MySQL ... Error! Bookmark not defined.
2.9. Teori Tidur ... Error! Bookmark not defined.
2.10. Gangguan Tidur... Error! Bookmark not defined.
2.10.1. Insomnia ... Error! Bookmark not defined.
2.10.2.Depresi ... Error! Bookmark not defined.
2.10.3. Cemas ... Error! Bookmark not defined.
2.10.4.Psikotik ... Error! Bookmark not defined.
BAB III METODE PENELITIAN ... Error! Bookmark not defined.
3.1. Data... Error! Bookmark not defined.
3.1.1. Data Masukan ... Error! Bookmark not defined.
3.1.2.Data Proses ... Error! Bookmark not defined.
3.1.3. Data Keluaran ... Error! Bookmark not defined.
3.2. Desain Penelitian ... Error! Bookmark not defined.
3.3. Fokus Penelitian ... Error! Bookmark not defined.
3.4. Bahan dan Alat Penelitian... Error! Bookmark not defined.
3.4.1. Alat Penelitian ... Error! Bookmark not defined.
3.4.2. Bahan Penelitian ... Error! Bookmark not defined.
3.5. Metode Penelitian ... Error! Bookmark not defined.
3.5.1. Metode Pengumpulan data ... Error! Bookmark not defined.
3.5.2. Metode Pengembangan Perangkat LunakError! Bookmark not
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BAB IV HASIL PENELITIAN DAN PEMBAHASANError! Bookmark not
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4.1. Pengumpulan Data ... Error! Bookmark not defined.
4.2. Pengembangan Model ... Error! Bookmark not defined.
4.2.1. Penentuan Gejala yang BerpengaruhError! Bookmark not
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4.2.2. Penentuan Database... Error! Bookmark not defined.
viii Mila Pradini Okvitasari, 2016
4.2.4. Prediction ... Error! Bookmark not defined.
4.3.Implementasi Metode FRBCS ... Error! Bookmark not defined.
4.4.Implementasi Antarmuka ... Error! Bookmark not defined.
4.4.1. Tahap Learning... Error! Bookmark not defined.
4.4.2. Tahap Prediction ... Error! Bookmark not defined.
4.5. Studi Kasus ... Error! Bookmark not defined.
4.5.1 Desain Eksperimen ... Error! Bookmark not defined.
4.5.2. Hasill Eksperimen ... Error! Bookmark not defined.
4.6. Analisa ... 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 Mila Pradini Okvitasari, 2016
DAFTAR GAMBAR
Gambar 2.1. Arsitektur sistem pakar ... Error! Bookmark not defined.
Gambar 2.2. Fungsi Keanggotaan Berdasarkan Variable SuhuError! Bookmark
not defined.
Gambar 2.3. Komponen Model FRBS ... Error! Bookmark not defined.
Gambar 2.4. Tahap membangun FRBCS ... Error! Bookmark not defined.
Gambar 2.5. Fungsi Keanggotaan Dimensi RuanganError! Bookmark not
defined.
Gambar 2.6. Fungsi Keanggotaan Jumlah Orang .. Error! Bookmark not defined.
Gambar 2.7. Fungsi Keanggotaan Suhu Luar ... Error! Bookmark not defined.
Gambar 2.8. Alur Proses Sistem ... Error! Bookmark not defined.
Gambar 3.1. Prosedur penelitian dengan menggunakan metode FRBCS... Error!
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Gambar 4.1. Alur Pengembangan
Model………...Error! Bookmark not defined.
Gambar 4.2. Grafik gejala ... Error! Bookmark not defined.
Gambar 4.3. Fungsi keanggotaan gangguan fisik .. Error! Bookmark not defined.
Gambar 4.4. Fungsi keanggotaan kurang konsentrasiError! Bookmark not
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Gambar 4.5. Fungsi keanggotaan perubahan moodError! Bookmark not
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Gambar 4.6. Fungsi keanggotaan frekuensi terbangunError! Bookmark not
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Gambar 4.7. Fungsi keanggotaan frekuensi mimpi burukError! Bookmark not
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Gambar 4.8. Fungsi keanggotaan halusinasi ... Error! Bookmark not defined.
Gambar 4.9. Fungsi keanggotaan waham ... Error! Bookmark not defined.
Gambar 4.10. Fungsi keanggotaan bicara kacau ... Error! Bookmark not defined.
Gambar 4.11. Fungsi keanggotaan perubahan pola makanError! Bookmark not
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x Mila Pradini Okvitasari, 2016
Gambar 4.13. Fungsi keanggotaan frekuensi terbangunError! Bookmark not
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Gambar 4.14. Fungsi keanggotaan gelisah... Error! Bookmark not defined.
Gambar 4.15. Arsitektur implementasi FRBCS .... Error! Bookmark not defined.
Gambar 4.16. Antarmuka Halaman Login ... Error! Bookmark not defined.
Gambar 4.17. Antarmuka Home admin ... Error! Bookmark not defined.
Gambar 4.18. Antarmuka Halaman aturan... Error! Bookmark not defined.
Gambar 4.19. Antarmuka Tambah Penyakit ... Error! Bookmark not defined.
Gambar 4.20. Antarmuka Tambah Gejala ... Error! Bookmark not defined.
Gambar 4.21. Antarmuka Ubah Aturan ... Error! Bookmark not defined.
Gambar 4.22. Antarmuka Daftar Gejala ... Error! Bookmark not defined.
Gambar 4.23. Antarmuka Daftar Penyakit ... Error! Bookmark not defined.
Gambar 4.24. Antarmuka Ubah Gejala ... Error! Bookmark not defined.
Gambar 4.25. Antarmuka Ubah Penyakit ... Error! Bookmark not defined.
Gambar 4.26. Antarmuka Tambah Aturan ... Error! Bookmark not defined.
Gambar 4.27. Antarmuka Halaman Utama User ... Error! Bookmark not defined.
Gambar 4.28. Antarmuka Halaman Jenis PenyakitError! Bookmark not defined.
xi Mila Pradini Okvitasari, 2016
DAFTAR TABEL
Tabel 2. 1. kelompok Y1 ... Error! Bookmark not defined.
Tabel 2. 2. kelompok Y2 ... Error! Bookmark not defined.
Tabel 2. 3. Reduced Rule Based ke-1 ... Error! Bookmark not defined.
Tabel 2. 4. Reduced Rule Based ke- 2 ... Error! Bookmark not defined.
Tabel 2. 5. Reduced Rule Based ke- 3 ... Error! Bookmark not defined.
Tabel 4. 1. Gejala Keseluruhan ... Error! Bookmark not defined.
Tabel 4. 2. Nilai derajat keanggotaan ... Error! Bookmark not defined.
Tabel 4. 3. Hasil Perbandingan Aturan ... Error! Bookmark not defined.
Tabel 4. 4. Hasil Eksperimen ... Error! Bookmark not defined.
Tabel 4. 5. Perbandingan Data Real Pasien dengan SistemError! Bookmark not
defined.
