S KOM 0608618 Table of content

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Ari Sulistiyono, 2016

PENERAPAN QUESTION ANSWER SISTEM D ENGAN METOD E BERBASIS ATURAN D AN SELEKSI KALIMAT

Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu

v DAFTAR ISI

Abstrak ... Error! Bookmark not defined. Abstract ... _{Error! Bookmark not defined.} KATA PENGAN TAR ... _{Error! Bookmark not defined.} DAFTAR ISI ...v

DAFTAR TABEL...viii

DAFTAR GAMBAR ...xi

BAB 1 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 Manfaat Penelitian... Error! Bookmark not defined. 1.6 Metodologi ... Error! Bookmark not defined. 1.6.1 Tahap Pengumpulan Data ... Error! Bookmark not defined. 1.6.2 Tahap Pembuatan Perangkat Lunak ... Error! Bookmark not defined. 1.7 Sistematika Penulisan... Error! Bookmark not defined. BAB II TINJAUAN PUSTAKA... _{Error! Bookmark not defined.}

2.1 Perkembangan Question Answering System ... Error! Bookmark not defined.

2.2 Pemrosesan Teks ... Error! Bookmark not defined.

2.2.1 Tokenisasi ... Error! Bookmark not define d.

2.2.2 Penghilangan imbuhan (stemming) ... Error! Bookmark not define d. 2.3 Arsitektur Question Answering System ... Error! Bookmark not defined. 2.3.1 Analisis Pertanyaan ... Error! Bookmark not defined. 1) Penentuan Tipe Pertanyaan dan Jawaban... Error! Bookmark not defined.

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vi 1) Pengindeksan Dokumen ... Error! Bookmark not defined. 2) Seleksi Dokumen... Error! Bookmark not defined. 2.3.3 Ekstraksi Jawaban ... Error! Bookmark not defined. 1) Ekstraksi kandidat jawaban ... Error! Bookmark not defined. 2) Seleksi Kandidat Jawaban ... Error! Bookmark not defined. 3) Metode Basis Aturan ... Error! Bookmark not defined. BAB III METODE PENELITIAN ... Error! Bookmark not defined.

3.1 Alat dan Bahan Penelitian ... Error! Bookmark not defined. 3.1.1 Alat Penelitian ... Error! Bookmark not defined. 3.1.2 Bahan Penelitian... Error! Bookmark not defined. 3.2 Desain dan Metode Penelitian ... Error! Bookmark not defined. 3.2.1 Studi Literatur ... Error! Bookmark not defined. 3.2.2 Pengumpulan Data ... Error! Bookmark not defined. 3.2.3 Analisis Sistem ... Error! Bookmark not defined. 3.2.4 Spesifikasi Kebutuhan Perangkat Lunak ... Error! Bookmark not defined.

3.2.5 Implementasi Sistem ... Error! Bookmark not defined. 3.2.6 Pengujian Sistem ... Error! Bookmark not defined. BAB IV HASIL PENELITIAN DAN PEMBAHASAN ... _{Error! Bookmark not} defined.

4.1 Pengembangan Question Answering System... Error! Bookmark not defined.

4.1.1 Alur Pengembangan Question Answering System ..Error! Bookmark not defined.

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vii 2) Seleksi AnswerBus... Error! Bookmark not defined. 3) Metode Basis Aturan ... Error! Bookmark not defined. 4.2 Implementasi Sistem ... Error! Bookmark not defined. 1) Antar muka Aplikasi ... Error! Bookmark not defined. 2) Modul Pengindeksan Dokumen ... Error! Bookmark not defined. 3) Modul Jawab Pertanyaan ... Error! Bookmark not defined. 4.3 Pengujian ... Error! Bookmark not defined. 4.3.1 Skenario Pengujian... Error! Bookmark not defined. 4.3.2 Data Pengujian ... Error! Bookmark not defined. 4.3.3 Hasil Pengujian ... Error! Bookmark not defined. BAB V KESIMPULAN DAN SARAN ... _{Error! Bookmark not defined.}

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viii DAFTAR TABEL

Tabel 2.1 Contoh Stemming Dalam Bahasa Indonesia... Error! Bookmark not defined.

Tabel 2.2 Penentuan Tipe Pertanyaan dan Jawaban ... Error! Bookmark not defined.

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ix Tabel 4.1 Proses Case Folding ... Error! Bookmark not defined. Tabel 4.2 Proses Tokenisasi... Error! Bookmark not defined. Tabel 4.3 Proses Filtering... Error! Bookmark not defined. Tabel 4.4 Proses Stemming ... Error! Bookmark not defined. Tabel 4.5 Penentuan Tipe Pertanyaan dan Jawaban ... Error! Bookmark not defined.

Tabel 4.6 Hasil Analisis Pertanyaan... Error! Bookmark not defined. Tabel 4.7 Hasil Pengindeksan Dokumen ... Error! Bookmark not defined. Tabel 4.8 Hasil Seleksi Dokumen... Error! Bookmark not defined. Tabel 4.9 Hasil Pemenggalan Kalimat ... Error! Bookmark not defined. Tabel 4.10 Hasil Seleksi Kalimat ... Error! Bookmark not defined. Tabel 4.11 Aturan Pertanyaan SIAPA ... Error! Bookmark not defined. Tabel 4.12 Hasil Penerapan Basis Aturan SIAPA . Error! Bookmark not defined. Tabel 4.13 Aturan Pertanyaan MANA ... Error! Bookmark not defined. Tabel 4.14 Hasil Penerapan Basis Aturan MANA . Error! Bookmark not defined. Tabel 4.15 Aturan Pertanyaan KAPAN ... Error! Bookmark not defined. Tabel 4.16 Hasil Penerapan Basis Aturan KAPAN ... Error! Bookmark not defined.

Tabel 4.17 Aturan Pertanyaan MENGAPA ... Error! Bookmark not defined. Tabel 4.18 Hasil Penerapan Basis Aturan MENGAPA ... Error! Bookmark not defined.

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xi DAFTAR GAMBAR

Gambar 2.1 Arsitektur Umum QA System ... Error! Bookmark not defined. Gambar 3.1 Desain Penelitian ... Error! Bookmark not defined. Gambar 3.2 Workshop Desain PAC ... Error! Bookmark not defined. Gambar 3.3 Modul Implementasi Dokumen... Error! Bookmark not defined. Gambar 4.1 Alur Kerja QA System ... Error! Bookmark not defined. Gambar 4.2 Analisis Pertanyaan ... Error! Bookmark not defined. Gambar 4.3 Proses Pengindeksan Dokumen ... Error! Bookmark not defined. Gambar 4.4 Ekstraksi Jawaban... Error! Bookmark not defined. Gambar 4.5 Menu Jawab Pertanyaan... Error! Bookmark not defined. Gambar 4.6 Menu Pengindeks Dokumen ... Error! Bookmark not defined. Gambar 4.7 File Dialog ... Error! Bookmark not defined. Gambar 4.8 Hasil Pilih Dokumen ... Error! Bookmark not defined. Gambar 4.9 Isi Tabel Indeks Kata... Error! Bookmark not defined. Gambar 4.10 Isi Tabel Dokumen... Error! Bookmark not defined. Gambar 4.11 Isi Tabel Index ... Error! Bookmark not defined. Gambar 4.12 Konfirmasi Pengindeks Dokumen Berhasil Dilakukan ... Error! Bookmark not defined.

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