inistory / Recommender_System

Recommender System Study

Recommender_System

Recommender System : The Textbook

• Recommender System : The Textbook

	Content	Note
1	Chapter 1 : An Introduction to Recommender Systems	note
2	Chapter 2 : Neighborhood-based Collaborative Filtering	note
3	Chapter 3 : Model-Based Collaborative Filtering	note

Paper review

	Name	Note	Link
1	Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions	note	link
2	Matrix factorization techniques for recommender systems	note	link
3	SESSION-BASED RECOMMENDATIONS WITH RECURRENT NEURAL NETWORKS	note	link
4	AutoRec: Autoencoders Meet Collaborative Filtering	note	link
5	Variational Autoencoders for Collaborative Filtering	note	link
6	Neural Graph Collaborative Filtering	note	link
7	LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation	note	link