Rakuten

COSMO: Large-Scale E-commerce Common Sense Knowledge Generation and Serving System

Think of COSMO as Amazon’s ‘common sense brain’ for shopping: it teaches computers the everyday knowledge humans use when browsing products (like knowing that hiking boots go with rainy weather, or that a phone case should fit a specific phone model) and then uses that knowledge to make search, recommendations, and product understanding much smarter.