公开(公告)号：US20230065751A1

公开(公告)日：2023-03-02

申请号：US17409933

申请日：2021-08-24

Applicant: eBay Inc.

Inventor： Kishore Kumar Mohan ,  Ramesh Periyathambi ,  Lakshimi Duraivenkatesh ,  Mohan Patt

IPC: G06Q30/02 ,  G06N20/00

Abstract: A method of training a machine learning model to promote an item is provided. Acceptance activity of a first entity is monitored and a determination of a first likelihood that the first entity accepts a future offer is made. The acceptance activity and the first likelihood are input as training data for the machine learning model for training purposes. An offer having an acceptance window and a characteristic is received from a second entity for a first item associated with the first entity. A second likelihood that the first entity will accept the offer is determined and an acceptance window is adjusted based on the determination. When the acceptance window closes, the method searches for a second item associated with a third entity based having the characteristic where an offer for the second item is sent to the second entity on behalf of the third entity.