Summary of SISTEM PEMBERI REKOMENDASI

Gedung Panehan Pasca Sarjana Lantai 1,
Jl. Telekomunikasi Terusan Buah Batu,
Bandung - 40257, Indonesia

E-Mail: clove@telkomuniversity.ac.id
Khusus Dosen: +62 821-1666-3563
Khusus Mahasiswa: +62 812-2200-1813

General

Announcements

Link Perkuliahan dan Kelas

RPS Mata Kuliah

Topik 01 - Pengantar Recommender System

Slide 01 Pengantar Recommender System

Video 01 Pengantar Recommender System

Video 02 Pengantar Recommender System (lanjutan)

Forum Pengantar Recommender System

Quiz 1 - Pengantar Recommender System

Topik 02 - Macam Input Dalam RecSys & Pengantar Collaborative Filtering

Slide 01 Materi Macam Input dalam RecSys

Slide 02 Pengantar Collaborative Filtering - Intuitive Methods

Video 01 - Macam Input dalam RS

Video 02 - Pengantar Collaborative Filtering - Intuitive Methods

Forum Macam-macam input dan metode dalam Recommender System

Quiz 2 - Macam Input Dalam Recommender System

Topik 03 - User-Based Collaborative Filtering

Slide User-Based Collaborative Filtering

Slide Materi Item-Based Collaborative Filtering

Slide Matrix factorization

Video 01 User-Based Collaborative Filtering Part-1

Video 02 User-Based Collaborative Filtering Part-2

Video Item-Based Collaborative Filtering

Video Matrix Factorization

Souce Code Matrix Factorization

Tugas Mandiri 1: Collaborative Filtering

Forum Collaborative Filtering

Quiz 3 - Collaborative Filtering

Topik 4 - Pengujian pada recommender system

Slide Evaluasi pada RecSys Part 1

Slide Evaluasi Pada RecSys Part 2

Slide tambahan - Pengujian pada RecSys

Video Evaluasi pada RecSys Part 1

Video Evaluasi pada RecSys Part 2

Tugas Mandiri 2 - Penjelasan Manual Evaluasi Pada Recommender System

Forum Pengujian dan Evaluasi pada Recommender System

Quiz 4 - Pengujian dan Evaluation pada Recommender System

Topik 5 - Content-Based Recommender System

Slide Content-Based Filtering

Video Content - Based filtering

Tugas Mandiri 3 - Kajian Content-based Filtering

Forum Content-based Recommender System

Quiz 5 - Content based Recommender System

Tugas Proyek 1

Deskripsi Tugas Proyek 1 dan Pengumpulan Pertama (Kajian)

Forum Tugas Proyek 1

Topik 6 - Knowledge Based Recommender System

Slide Kuliah Knowledge Based Recommender System

Video Knowledge Based Recommender System Part 1

Catatan Kuliah

Contoh Aplikasi Conversational Recommender

Contoh Ontology di Aplikasi Si Cocom

Contoh Akuisisi Pengetahuan dalam Aplikasi SI Cocom

Tambahan: Constraint-Based Recommender System

Download PROTEGE

Forum Knowledge-based dan constraint-based Recommender System

Quiz 6 - Knowledge-based Recommender System

Topik 7 - Hybrid Recommender System

Slide Kuliah Hybrid Recommender System

Video Hybrid Recommender System

Forum Hyberid Recommender System

Quiz 7 - Hybrid Recommender System

Topik 8 - Group Recommender System

Slide - Group Recommender System

Video - Group Recommender System

Forum Group Recommender System

Quiz 8 - Group Recommender System

Topik 9 - Deep Learning dan Explanation

Integrasi Deep Learning dan Fasilitas Explanation pada Recommender System

Forum Deep Learning dan Explanation

Quiz 9 - Deep Learning pada Recommender System

Quiz 10 - Explanation pada Recommender System

Tugas Proyek 2

Deskripsi Tugas Proyek 1 dan Pengumpulan Pertama (Kajian)

Forum Tugas Proyek 2

SISTEM PEMBERI REKOMENDASI