Abstract: Systems and methods including one or more processing modules and one or more non-transitory storage modules storing computing instructions configured to run on the one or more processing modules and perform acts of training a source classifier with labeled source training data of a first product category from a website of an online retailer, clustering target data for a second product category into a plurality of clusters, inserting into each cluster labeled source training data of the first product category, assigning a domain discriminator score to each cluster, determining whether each cluster comprises an agreement cluster or a disagreement cluster using the domain discriminator score, receiving a product search request for a product of the second category from a user of the web site, and coordinating a display of the product on the web site to promote the product.
Type:
Grant
Filed:
January 23, 2017
Date of Patent:
September 21, 2021
Assignee:
WALMART APOLLP, LLC
Inventors:
Richard Edward Chatwin, Jaymin Daniel Mankowitz, Shie Mannor, Vineet Abhishek