iii
Harisul Haqqi Harahap, 2016
DETEKSI POTENSI KECURANGAN UJIAN BERDASARKAN GERAKAN PESERTA DIDIK MENGGUNAKAN METODE DEEP LEARNING
Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu DAFTAR ISI
ABSTRAK ... Error! Bookmark not defined. ABSTRACT ... Error! Bookmark not defined. DAFTAR ISI ... iii DAFTAR TABEL ... Error! Bookmark not defined. DAFTAR GAMBAR ... Error! Bookmark not defined. 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 Struktur Organisasi Penelitian ... Error! Bookmark not defined. BAB II KAJIAN PUSTAKA ... Error! Bookmark not defined.
2.1 Artificial Intelligence ... Error! Bookmark not defined.
2.2 Jaringan Syaraf Tiruan ... Error! Bookmark not defined.
2.3 Deep Learning ... Error! Bookmark not defined.
iv
Harisul Haqqi Harahap, 2016
DETEKSI POTENSI KECURANGAN UJIAN BERDASARKAN GERAKAN PESERTA DIDIK MENGGUNAKAN METODE DEEP LEARNING
Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu
2.10 Gerakan Berpotensi menuju Kecurangan dalam Ujian... Error!
v
Harisul Haqqi Harahap, 2016
DETEKSI POTENSI KECURANGAN UJIAN BERDASARKAN GERAKAN PESERTA DIDIK MENGGUNAKAN METODE DEEP LEARNING
Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu
2.11 Penelitian yang Relevan ... Error! Bookmark not defined. BAB III METODOLOGI PENELITIAN... Error! Bookmark not defined. 3.1 Desain Penelitian ... Error! Bookmark not defined. Studi Literatur ... Error! Bookmark not defined. 3.1.1
Pengumpulan Data ... Error! Bookmark not defined. 3.1.2
Pembuatan Label ... Error! Bookmark not defined. 3.1.3
Implementasi Metode ... Error! Bookmark not defined. 3.1.4
Pengembangan Aplikasi ... Error! Bookmark not defined. 3.1.5
Desain Eksperimen... Error! Bookmark not defined. 3.1.6
Pengujian Sistem ... Error! Bookmark not defined. 3.1.7
Analisis ... Error! Bookmark not defined. 3.1.8
3.2 Alat dan Bahan Penelitian ... Error! Bookmark not defined. 3.3 Data Penelitian... Error! Bookmark not defined. Data Input ... Error! Bookmark not defined. 3.3.1
Data Output ... Error! Bookmark not defined. 3.3.2
3.4 Implementasi Metode ... Error! Bookmark not defined.
Chunk Video ... Error! Bookmark not defined.
3.4.1
Pra Proses Data ... Error! Bookmark not defined. 3.4.2
Training dan Testing dengan Deep LearningError! Bookmark not
3.4.3
defined.
BAB IV HASIL PENELITIAN DAN PEMBAHASANError! Bookmark not
defined.
4.1 Hasil Penelitian ... Error! Bookmark not defined. Hasil Pengumpulan Data ... Error! Bookmark not defined. 4.1.1
vi
Harisul Haqqi Harahap, 2016
DETEKSI POTENSI KECURANGAN UJIAN BERDASARKAN GERAKAN PESERTA DIDIK MENGGUNAKAN METODE DEEP LEARNING
Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu
Hasil Implementasi Model Deep LearningError! Bookmark not
4.1.3
defined.
Hasil Pengembangan Perangkat LunakError! Bookmark not
4.1.4
defined.
4.2 Pembahasan ... Error! Bookmark not defined. Pembahasan Akurasi Berdasarkan Epoch dan Batch ... Error! 4.2.1
Bookmark not defined.
Pembahasan Akurasi Berdasarkan Kelas DataError! Bookmark
4.2.2
not defined.
