S KOM 1005139 Table of Content
DAFTAR ISI
PERNYATAAN ..................................................... Error! Bookmark not defined.
KATA PENGANTAR ........................................... Error! Bookmark not defined.
UCAPAN TERIMA KASIH .................................. Error! Bookmark not defined.
ABSTRAK ............................................................. Error! Bookmark not defined.
DAFTAR ISI ........................................................................................................ viii
DAFTAR TABEL .................................................................................................. xi
DAFTAR GAMBAR ............................................................................................ xii
BAB I PENDAHULUAN
1.1
Latar Belakang Masalah .......................... Error! Bookmark not defined.
1.2
Rumusan Masalah ................................... Error! Bookmark not defined.
1.3
Pembatasan Masalah ............................... Error! Bookmark not defined.
1.4
Tujuan Penelitian ..................................... Error! Bookmark not defined.
1.5
Manfaat Penelitian ................................... Error! Bookmark not defined.
1.6
Sistematika Penulisan .............................. Error! Bookmark not defined.
BAB II TINJAUAN PUSTAKA
2.1
Learning Disability.................................. Error! Bookmark not defined.
2.2
Disleksia .................................................. Error! Bookmark not defined.
2.3
Disgrafia .................................................. Error! Bookmark not defined.
2.4
Diskalkulia............................................... Error! Bookmark not defined.
2.5
Sistem Pakar ............................................ Error! Bookmark not defined.
CHEPY CAHYADI, 2015
SISTEM PAKAR DIAGNOSA GANGGUAN BELAJAR KHUSUS (LEARNING DISABILITY )
PADA ANAK DENGAN METODE DEMPSTER-SHAFER (DS)
Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu
2.6
Dempster Shafer ...................................... Error! Bookmark not defined.
BAB III METODOLOGI PENELITIAN
3.1
3.2
Desain Penelitian ..................................... Error! Bookmark not defined.
3.1.1
Akuisisi Pengetahuan ................... Error! Bookmark not defined.
3.1.2
Desain Sistem ............................... Error! Bookmark not defined.
3.1.3
Basis Pengetahuan ........................ Error! Bookmark not defined.
3.1.4
Mesin Inferensi ............................. Error! Bookmark not defined.
3.1.5
Implementasi Kode Program dan TestingError! Bookmark not defined.
3.1.6
Tahap Kesimpulan dan Dokumentasi PenelitianError! Bookmark not defined.
Objek dan Lokasi Penelitian.................... Error! Bookmark not defined.
3.2.1
Objek Penelitian ........................... Error! Bookmark not defined.
3.2.2
Lokasi Penelitian .......................... Error! Bookmark not defined.
3.3
Kebutuhan Perangkat .............................. Error! Bookmark not defined.
3.4
Jenis dan Sumber Data ............................ Error! Bookmark not defined.
3.5
Instrumen Pengumpulan Data ................. Error! Bookmark not defined.
3.6
Teknik Pengumpulan Data ...................... Error! Bookmark not defined.
3.6.1
Wawancara ................................... Error! Bookmark not defined.
3.6.2
Studi Literatur ............................... Error! Bookmark not defined.
BAB IV HASIL PENELITIAN DAN PEMBAHASAN
4.1
Pengembangan Perangkat Lunak ............ Error! Bookmark not defined.
4.1.1
Deskripsi Sistem ........................... Error! Bookmark not defined.
4.1.2
Batasan Perangkat Lunak ............. Error! Bookmark not defined.
4.1.3
Analisa Waterfall .......................... Error! Bookmark not defined.
4.1.4
Analisis Pengguna ........................ Error! Bookmark not defined.
CHEPY CAHYADI, 2015
SISTEM PAKAR DIAGNOSA GANGGUAN BELAJAR KHUSUS (LEARNING DISABILITY )
PADA ANAK DENGAN METODE DEMPSTER-SHAFER (DS)
Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu
4.2
4.3
4.1.5
Analisis Input dan Output............. Error! Bookmark not defined.
4.1.6
Perancangan Antarmuka............... Error! Bookmark not defined.
4.1.7
Model Perangkat Lunak ............... Error! Bookmark not defined.
4.1.8
Implementasi Antarmuka ............. Error! Bookmark not defined.
4.1.9
Lingkungan Imlementasi .............. Error! Bookmark not defined.
Tahap Pengumpulan Data........................ Error! Bookmark not defined.
4.2.1
Wawancara ................................... Error! Bookmark not defined.
4.2.2
Studi Literatur ............................... Error! Bookmark not defined.
Deskripsi Objek Penelitian ...................... Error! Bookmark not defined.
4.3.1
Data Gejala ................................... Error! Bookmark not defined.
4.3.3
Pembobotan .................................. Error! Bookmark not defined.
4.4
Analisis Perhitungan Manual Metode Dempster-Shafer Error! Bookmark not defined.
4.5
Pengujian Sistem ..................................... Error! Bookmark not defined.
4.6
Pembahasan ............................................. Error! Bookmark not defined.
4.6.1.
Hasil Gejala Awal ........................ Error! Bookmark not defined.
4.6.2.
Hasil Diagnosa ............................. Error! Bookmark not defined.
4.6.3.
Manfaat Sistem ............................. Error! Bookmark not defined.
BAB V KESIMPULAN DAN SARAN
5.1.
Kesimpulan .............................................. Error! Bookmark not defined.
5.1.
Saran ........................................................ Error! Bookmark not defined.
DAFTAR PUSTAKA
LAMPIRAN
CHEPY CAHYADI, 2015
SISTEM PAKAR DIAGNOSA GANGGUAN BELAJAR KHUSUS (LEARNING DISABILITY )
PADA ANAK DENGAN METODE DEMPSTER-SHAFER (DS)
Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu
DAFTAR TABEL
Tabel 4.1 Gejala Leaning Disability ............. Error! Bookmark not defined.
Tabel 4.2 Daftar Riwayat Gejala .................. Error! Bookmark not defined.
Tabel 4.3. Tabel Keputusan Gejala dan Hasil Diganosa Learning Disability
...................................................................... Error! Bookmark not defined.
Tabel 4.4 Skor Kriteria Jawaban Terhadap Gejala ..... Error! Bookmark not
defined.
Tabel 4.5 Bobot / Densitas Kriteria Gejala... Error! Bookmark not defined.
Tabel 4.6 Klasifikasi Hasil Diagnosa ........... Error! Bookmark not defined.
Tabel 4.7 Nilai Belief dan Plausibility ......... Error! Bookmark not defined.
Tabel 4.8 Hasil Jawaban Pengguna .............. Error! Bookmark not defined.
Tabel 4.9 Relasi Gejala dan Hasil Diagnosa Berdasarkan Jawaban ..... Error!
Bookmark not defined.
Tabel 4.10 Hasil Perhitungan Dempster-Shafer ......... Error! Bookmark not
defined.
Tabel 4.11 Rencana Pengujian ..................... Error! Bookmark not defined.
Tabel 4.11 Relasi Anak dengan Gejala Awal ............. Error! Bookmark not
defined.
CHEPY CAHYADI, 2015
SISTEM PAKAR DIAGNOSA GANGGUAN BELAJAR KHUSUS (LEARNING DISABILITY )
PADA ANAK DENGAN METODE DEMPSTER-SHAFER (DS)
Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu
CHEPY CAHYADI, 2015
SISTEM PAKAR DIAGNOSA GANGGUAN BELAJAR KHUSUS (LEARNING DISABILITY )
PADA ANAK DENGAN METODE DEMPSTER-SHAFER (DS)
Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu
DAFTAR GAMBAR
Gambar 3.1. Desain Penelitian ..................... Error! Bookmark not defined.
Gambar 4.1 Antarmuka Beranda ................. Error! Bookmark not defined.
Gambar 4.2 Antarmuka Biodata ................... Error! Bookmark not defined.
Gambar 4.3 Antarmuka Diagnosa ................ Error! Bookmark not defined.
Gambar 4.4 Antarmuka Hasil Diagnosa ....... Error! Bookmark not defined.
Gambar 4.5 Antarmuka Solusi ..................... Error! Bookmark not defined.
Gambar 4.6 Antarmuka Log Diagnosa ......... Error! Bookmark not defined.
Gambar 4.7 Antarmuka Login ...................... Error! Bookmark not defined.
Gambar 4.8 Use Case Aplikasi..................... Error! Bookmark not defined.
Gambar 4.9 Class Diagram .......................... Error! Bookmark not defined.
Gambar 4.11 Physical Data Model (PDM) .. Error! Bookmark not defined.
Gambar 4.12 Antarmuka Beranda ................ Error! Bookmark not defined.
Gambar 4.13 Antarmuka Biodata ................. Error! Bookmark not defined.
Gambar 4.14 Antarmuka Gejala Awal ......... Error! Bookmark not defined.
Gambar 4.15 Antarmuka Gejala ................... Error! Bookmark not defined.
Gambar 4.16 Antarmuka Tampil Jawaban ... Error! Bookmark not defined.
Gambar 4.17 Antarmuka Solusi ................... Error! Bookmark not defined.
Gambar 4.18 Antarmuka Log Diagnosa ....... Error! Bookmark not defined.
Gambar 4.19 Antarmuka Login .................... Error! Bookmark not defined.
Gambar 4.20 Antarmuka Beranda Pakar ...... Error! Bookmark not defined.
Gambar 4.21 Antarmuka Gejala (Pakar) ...... Error! Bookmark not defined.
Gambar 4.22 Antarmuka Hub (Pakar) .......... Error! Bookmark not defined.
CHEPY CAHYADI, 2015
SISTEM PAKAR DIAGNOSA GANGGUAN BELAJAR KHUSUS (LEARNING DISABILITY )
PADA ANAK DENGAN METODE DEMPSTER-SHAFER (DS)
Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu
Gambar 4.23 Pengelompokan Hasil Diagnosa ........... Error! Bookmark not
defined.
CHEPY CAHYADI, 2015
SISTEM PAKAR DIAGNOSA GANGGUAN BELAJAR KHUSUS (LEARNING DISABILITY )
PADA ANAK DENGAN METODE DEMPSTER-SHAFER (DS)
Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu
PERNYATAAN ..................................................... Error! Bookmark not defined.
KATA PENGANTAR ........................................... Error! Bookmark not defined.
UCAPAN TERIMA KASIH .................................. Error! Bookmark not defined.
ABSTRAK ............................................................. Error! Bookmark not defined.
DAFTAR ISI ........................................................................................................ viii
DAFTAR TABEL .................................................................................................. xi
DAFTAR GAMBAR ............................................................................................ xii
BAB I PENDAHULUAN
1.1
Latar Belakang Masalah .......................... Error! Bookmark not defined.
1.2
Rumusan Masalah ................................... Error! Bookmark not defined.
1.3
Pembatasan Masalah ............................... Error! Bookmark not defined.
1.4
Tujuan Penelitian ..................................... Error! Bookmark not defined.
1.5
Manfaat Penelitian ................................... Error! Bookmark not defined.
1.6
Sistematika Penulisan .............................. Error! Bookmark not defined.
BAB II TINJAUAN PUSTAKA
2.1
Learning Disability.................................. Error! Bookmark not defined.
2.2
Disleksia .................................................. Error! Bookmark not defined.
2.3
Disgrafia .................................................. Error! Bookmark not defined.
2.4
Diskalkulia............................................... Error! Bookmark not defined.
2.5
Sistem Pakar ............................................ Error! Bookmark not defined.
CHEPY CAHYADI, 2015
SISTEM PAKAR DIAGNOSA GANGGUAN BELAJAR KHUSUS (LEARNING DISABILITY )
PADA ANAK DENGAN METODE DEMPSTER-SHAFER (DS)
Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu
2.6
Dempster Shafer ...................................... Error! Bookmark not defined.
BAB III METODOLOGI PENELITIAN
3.1
3.2
Desain Penelitian ..................................... Error! Bookmark not defined.
3.1.1
Akuisisi Pengetahuan ................... Error! Bookmark not defined.
3.1.2
Desain Sistem ............................... Error! Bookmark not defined.
3.1.3
Basis Pengetahuan ........................ Error! Bookmark not defined.
3.1.4
Mesin Inferensi ............................. Error! Bookmark not defined.
3.1.5
Implementasi Kode Program dan TestingError! Bookmark not defined.
3.1.6
Tahap Kesimpulan dan Dokumentasi PenelitianError! Bookmark not defined.
Objek dan Lokasi Penelitian.................... Error! Bookmark not defined.
3.2.1
Objek Penelitian ........................... Error! Bookmark not defined.
3.2.2
Lokasi Penelitian .......................... Error! Bookmark not defined.
3.3
Kebutuhan Perangkat .............................. Error! Bookmark not defined.
3.4
Jenis dan Sumber Data ............................ Error! Bookmark not defined.
3.5
Instrumen Pengumpulan Data ................. Error! Bookmark not defined.
3.6
Teknik Pengumpulan Data ...................... Error! Bookmark not defined.
3.6.1
Wawancara ................................... Error! Bookmark not defined.
3.6.2
Studi Literatur ............................... Error! Bookmark not defined.
BAB IV HASIL PENELITIAN DAN PEMBAHASAN
4.1
Pengembangan Perangkat Lunak ............ Error! Bookmark not defined.
4.1.1
Deskripsi Sistem ........................... Error! Bookmark not defined.
4.1.2
Batasan Perangkat Lunak ............. Error! Bookmark not defined.
4.1.3
Analisa Waterfall .......................... Error! Bookmark not defined.
4.1.4
Analisis Pengguna ........................ Error! Bookmark not defined.
CHEPY CAHYADI, 2015
SISTEM PAKAR DIAGNOSA GANGGUAN BELAJAR KHUSUS (LEARNING DISABILITY )
PADA ANAK DENGAN METODE DEMPSTER-SHAFER (DS)
Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu
4.2
4.3
4.1.5
Analisis Input dan Output............. Error! Bookmark not defined.
4.1.6
Perancangan Antarmuka............... Error! Bookmark not defined.
4.1.7
Model Perangkat Lunak ............... Error! Bookmark not defined.
4.1.8
Implementasi Antarmuka ............. Error! Bookmark not defined.
4.1.9
Lingkungan Imlementasi .............. Error! Bookmark not defined.
Tahap Pengumpulan Data........................ Error! Bookmark not defined.
4.2.1
Wawancara ................................... Error! Bookmark not defined.
4.2.2
Studi Literatur ............................... Error! Bookmark not defined.
Deskripsi Objek Penelitian ...................... Error! Bookmark not defined.
4.3.1
Data Gejala ................................... Error! Bookmark not defined.
4.3.3
Pembobotan .................................. Error! Bookmark not defined.
4.4
Analisis Perhitungan Manual Metode Dempster-Shafer Error! Bookmark not defined.
4.5
Pengujian Sistem ..................................... Error! Bookmark not defined.
4.6
Pembahasan ............................................. Error! Bookmark not defined.
4.6.1.
Hasil Gejala Awal ........................ Error! Bookmark not defined.
4.6.2.
Hasil Diagnosa ............................. Error! Bookmark not defined.
4.6.3.
Manfaat Sistem ............................. Error! Bookmark not defined.
BAB V KESIMPULAN DAN SARAN
5.1.
Kesimpulan .............................................. Error! Bookmark not defined.
5.1.
Saran ........................................................ Error! Bookmark not defined.
DAFTAR PUSTAKA
LAMPIRAN
CHEPY CAHYADI, 2015
SISTEM PAKAR DIAGNOSA GANGGUAN BELAJAR KHUSUS (LEARNING DISABILITY )
PADA ANAK DENGAN METODE DEMPSTER-SHAFER (DS)
Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu
DAFTAR TABEL
Tabel 4.1 Gejala Leaning Disability ............. Error! Bookmark not defined.
Tabel 4.2 Daftar Riwayat Gejala .................. Error! Bookmark not defined.
Tabel 4.3. Tabel Keputusan Gejala dan Hasil Diganosa Learning Disability
...................................................................... Error! Bookmark not defined.
Tabel 4.4 Skor Kriteria Jawaban Terhadap Gejala ..... Error! Bookmark not
defined.
Tabel 4.5 Bobot / Densitas Kriteria Gejala... Error! Bookmark not defined.
Tabel 4.6 Klasifikasi Hasil Diagnosa ........... Error! Bookmark not defined.
Tabel 4.7 Nilai Belief dan Plausibility ......... Error! Bookmark not defined.
Tabel 4.8 Hasil Jawaban Pengguna .............. Error! Bookmark not defined.
Tabel 4.9 Relasi Gejala dan Hasil Diagnosa Berdasarkan Jawaban ..... Error!
Bookmark not defined.
Tabel 4.10 Hasil Perhitungan Dempster-Shafer ......... Error! Bookmark not
defined.
Tabel 4.11 Rencana Pengujian ..................... Error! Bookmark not defined.
Tabel 4.11 Relasi Anak dengan Gejala Awal ............. Error! Bookmark not
defined.
CHEPY CAHYADI, 2015
SISTEM PAKAR DIAGNOSA GANGGUAN BELAJAR KHUSUS (LEARNING DISABILITY )
PADA ANAK DENGAN METODE DEMPSTER-SHAFER (DS)
Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu
CHEPY CAHYADI, 2015
SISTEM PAKAR DIAGNOSA GANGGUAN BELAJAR KHUSUS (LEARNING DISABILITY )
PADA ANAK DENGAN METODE DEMPSTER-SHAFER (DS)
Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu
DAFTAR GAMBAR
Gambar 3.1. Desain Penelitian ..................... Error! Bookmark not defined.
Gambar 4.1 Antarmuka Beranda ................. Error! Bookmark not defined.
Gambar 4.2 Antarmuka Biodata ................... Error! Bookmark not defined.
Gambar 4.3 Antarmuka Diagnosa ................ Error! Bookmark not defined.
Gambar 4.4 Antarmuka Hasil Diagnosa ....... Error! Bookmark not defined.
Gambar 4.5 Antarmuka Solusi ..................... Error! Bookmark not defined.
Gambar 4.6 Antarmuka Log Diagnosa ......... Error! Bookmark not defined.
Gambar 4.7 Antarmuka Login ...................... Error! Bookmark not defined.
Gambar 4.8 Use Case Aplikasi..................... Error! Bookmark not defined.
Gambar 4.9 Class Diagram .......................... Error! Bookmark not defined.
Gambar 4.11 Physical Data Model (PDM) .. Error! Bookmark not defined.
Gambar 4.12 Antarmuka Beranda ................ Error! Bookmark not defined.
Gambar 4.13 Antarmuka Biodata ................. Error! Bookmark not defined.
Gambar 4.14 Antarmuka Gejala Awal ......... Error! Bookmark not defined.
Gambar 4.15 Antarmuka Gejala ................... Error! Bookmark not defined.
Gambar 4.16 Antarmuka Tampil Jawaban ... Error! Bookmark not defined.
Gambar 4.17 Antarmuka Solusi ................... Error! Bookmark not defined.
Gambar 4.18 Antarmuka Log Diagnosa ....... Error! Bookmark not defined.
Gambar 4.19 Antarmuka Login .................... Error! Bookmark not defined.
Gambar 4.20 Antarmuka Beranda Pakar ...... Error! Bookmark not defined.
Gambar 4.21 Antarmuka Gejala (Pakar) ...... Error! Bookmark not defined.
Gambar 4.22 Antarmuka Hub (Pakar) .......... Error! Bookmark not defined.
CHEPY CAHYADI, 2015
SISTEM PAKAR DIAGNOSA GANGGUAN BELAJAR KHUSUS (LEARNING DISABILITY )
PADA ANAK DENGAN METODE DEMPSTER-SHAFER (DS)
Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu
Gambar 4.23 Pengelompokan Hasil Diagnosa ........... Error! Bookmark not
defined.
CHEPY CAHYADI, 2015
SISTEM PAKAR DIAGNOSA GANGGUAN BELAJAR KHUSUS (LEARNING DISABILITY )
PADA ANAK DENGAN METODE DEMPSTER-SHAFER (DS)
Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu