Section 4.17.1.0.2.1 - Part 1 - Stanford - Recommendation Systems

Section 4.17.1.0.2.2 - Part 2 - Dacrema,Cremonesi,Jannach - Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches

Section 4.17.1.0.2.3 - Part 3 - Ebesu,Shen,Fang - Collaborative Memory Networks (CMN)

Section 4.17.1.0.2.4 - Part 4 - Hu,Shi,Zhao,Yu - Metapath based Context for RECommendation (MCRec)

Section 4.17.1.0.2.5 - Part 5 - Li,She - Collaborative Variational Autoencoder (CVAE)

Section 4.17.1.0.2.6 - Part 6 - Wang,Wang,Yeung - Collaborative Deep Learning (CDL)

Section 4.17.1.0.2.7 - Part 7 - He,Liao,Zhang - Neural Collaborative Filtering (NCF)

Section 4.17.1.0.2.8 - Part 8 - Zheng,Lu,Jiang,Zhang,Yu - Spectral Collaborative Filtering (SpectralCF)

Section 4.17.1.0.2.9 - Part 9 - Liang,Krishnan,Hoffman,Jebara - Variational Autoencoders for Collaborative Filtering (Mult-VAE)

Section 4.17.1.1.0.1 - Basic Writeup - Wikipedia - Collaborative Filtering

Section 4.17.1.1.0.2 - Detailed Writeup - Nilashi,Bagherifard,Ibrahim,Alizadeh - Collaborative Filter Recommender Systems

Section 4.17.1.1.1.0 - Introductory Writeups

Section 4.17.1.1.1.1 - Neighbor Based (Item/User with Pearson/vector cosine Correlation)

Section 4.17.1.1.1.2 - Item/User Based Top-N Recommendation

Section 4.17.1.1.2.0 - Introductory Writeups

Section 4.17.1.1.2.1 - Bayesian Belief Nets CF

Section 4.17.1.1.2.2 - Clustering CF

Section 4.17.1.1.2.3 - Markov Decision Process Based CF

Section 4.17.1.1.2.4 - Latent Semantic CF

Section 4.17.1.1.2.5 - Sparse Factor Analysis

Section 4.17.1.1.2.6 - Using Dimensionality Reduction (SVD,PVC) CF

Section 4.17.1.1.3.0 - Introductory Writeups

Section 4.17.1.1.3.1 - Content Based CF - FAB

Section 4.17.1.1.3.2 - Content Boosted CF

Section 4.17.1.1.3.3 - Memory-Model Hybrid - Personality Diagnosis CF

Section 4.17.1.2.0.1 - Basic Writeup - Wikipedia - Recommender System: Content Based Filtering

Section 4.17.1.2.0.2 - Detailed Writeups

Section 4.17.1.4.0.1 - Basic Writeup - Wikipedia - Knowledge Based Recommender System

Section 4.17.1.4.0.2 - Detailed Writeup - Burke - Knowledge-based recommender systems

Section 4.17.1.6.0.1 - Basic Writeup - Wikipedia - Recommender System: Multi-Criteria Recommender Systems

Section 4.17.1.6.0.2 - Detailed Writeups

Section 4.17.1.7.1.0 - Introductory Writeups

Section 4.17.1.7.3.1 - Detailed Writeups

Section 4.17.1.7.4.1 - Detailed Writeups

Section 4.17.1.8.0.1 - Basic Writeup - Wikipedia - Recommender System: Hybrid Recommender Systems

Section 4.17.1.8.0.2 - Detailed Writeup