公开(公告)号：US20230110057A1

公开(公告)日：2023-04-13

申请号：US17496615

申请日：2021-10-07

Applicant: salesforce.com, inc.

Inventor： Kin Fai Kan ,  Chaney Lin ,  Mayukh Bhaowal ,  Shubha Nabar ,  Seiji J. Yamamoto

IPC: G06F16/2457 ,  G06N20/00 ,  G06F16/25 ,  G06K9/62

Abstract: A method for generating a model for recommendations from an item data set for a target data set includes embedding a set of targets from the target data set in a shared coordinate space using a first embedding function, embedding a first set of items from the item data set in the shared coordinate space using a second embedding function, selecting at least one target from the set of targets, and identifying a second set of items from the first set of items that are proximate to the at least one target as candidates from the recommendations.