A Social-aware Gaussian Pre-trained model for effective cold-start recommendation

Siwei Liu, Xi Wang, Craig Macdonald, Iadh Ounis

Abstract: Highlights•Social graph pre-training does improve recommendation performance.•A Gaussian Mixture Model can extract relations from the pre-trained embeddings.•Results show significant improvements by our model, esp. for cold-start users.