Pinterest, Engineering, Monetization.
timestamps, item representation, id features, and taxonomy features. At Pinterest, a pre-trained embedding (GraphSage) is commonly used for item representation in many models. We also use it as the item representation in our sequence features. Sequence Modeling Architecture Once we have the user