Sistem Pemberi Rekomendasi – Recommender system
Deskripsi Mata Kuliah – Course Description:
Mata kuliah ini mempelajari metode-metode sistem pemberi rekomendasi, yang berbasiskan: kolaborasi, konten, konteks, pengetahuan dan hibrida. Selain itu dipelajari bagaimana merekomendasikan item kepada group, menjelaskan rekomendasi kepada pengguna, serta aplikasi deep learning pada sistem pemberi rekomendasi.
This course studies the recommendation system’s methods, which are based on: collaborative, content, context, knowledge and hybrids. Besides students will learn how to recommend an item to the group, explain the recommendations to users, as well as deep learning applications in the recommendation system.
Pustaka – Bibliography:
Utama:
1. Ricci, Francesco, Lior Rokach, and Bracha Shapira. “Introduction to
recommender systems handbook.” Recommender systems handbook.
Springer, Boston, MA, 2011
Pendukung:
1. Jannach, Dietmar, et al. Recommender systems: an introduction. Cambridge
University Press, 2010.
2. Banik, Rounak. Hands-On Recommendation Systems with Python: Start
building powerful and personalized, recommendation engines with Python.
Packt Publishing Ltd, 2018.
