公开(公告)号：US20230128417A1

公开(公告)日：2023-04-27

申请号：US17511469

申请日：2021-10-26

Applicant: Coupang Corp.

Inventor： Hernan AWAD AMAR ,  Jean CHOI ,  Je KIM ,  Rajesh MEDIDHI ,  Smita MOHAN

IPC: G06Q30/02 ,  G06Q10/08 ,  G06K9/62

Abstract: Systems and methods, and computer readable media for inventory demand estimation of a region are disclosed. The method receives an item identifier associated with an item for demand estimation. The method may then access overall demand forecast data for the item and identify geographical regions, and evaluate a demand share estimate of the item in the geographical regions. The method may also determine a set of item identifiers associated with a segment of items related to the item and determine the demand estimation for the segment of items. The method may then generate demand estimation of the item at the geographical regions using a Bayesian framework with demand share of the item and demand estimation of the segment of items in a geographical region, and overall demand forecast data for the item as input. The method may use the generated demand estimation at a region to generate demand estimation in other encompassing geographical regions.