Modeling User Journeys via Semantic Embeddings
Code as Craft
JULY 12, 2018
This same method can be used to model user interactions on Etsy by modeling users journeys in aggregate as a sequence of user actions. The details of how we extended Skip-gram are outside the scope of this post but can be found in detail in the Scalable Semantic Matching paper.