collaborative filtering

Gaussian Embeddings for Collaborative Filtering

Most collaborative filtering systems, such as matrix factorization, use vector representations for items and users. Those representations are deterministic, and do not allow modeling the uncertainty of the learned representation, which can be useful …

Handling Data Sparsity in Collaborative Filtering using Emotion and Semantic Based Features