Patent ID: 11947589
Assignee: MICROSOFT TECHNOLOGY LICENSING, LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 8:
9. The method of claim 8, wherein generating the first personalized item embedding comprises:
generating a first item embedding based on the image and user profile information associated with the first request;
generating a second item embedding based on the image and user profile information associated with the second request;
generating a first user embedding from a first neural network model specific to a first user associated with the first request, wherein the first user embedding is based on user meta data specific to the first user associated with the first request;
generating a second user embedding from a second neural network model specific to the second a second user associated with the second request, wherein the second user embedding is based on user meta data specific to the second user associated with the second request;
generating the first personalized item embedding by combining the first user embedding with the first item embedding;
generating the second personalized item embedding by combining the second user embedding with the second item embedding;
obtaining the first plurality of candidate images based on the first personalized item embedding from an visual search index; and
obtaining the second plurality of candidate images based on the second personalized item embedding from the same visual search index.