公开(公告)号：US12039564B2

公开(公告)日：2024-07-16

申请号：US17371366

申请日：2021-07-09

Applicant: Kinaxis Inc.

Inventor： Brian Keng ,  Fan Zhang ,  Kanchana Padmanabhan

IPC: G06Q30/0242 ,  G06F18/214 ,  G06N5/01 ,  G06Q30/0201 ,  G06Q30/0207

CPC classification number: G06Q30/0242 ,  G06F18/214 ,  G06N5/01 ,  G06Q30/0201 ,  G06Q30/0223 ,  G06Q30/0244

Abstract: There is provided a method and system for generating an output analytic for a promotion. The method includes determining, using an optimization machine learning model trained or instantiated with an optimization training set, at least one determined parameter for the promotion which optimizes at least one of received input parameters, the optimization training set comprising received historical data; forecasting, using a promotion forecasting machine learning model trained or instantiated with an forecasting training set, at least one output analytic of the promotion, the prediction training set comprising the received historical data, the at least one received input parameter and the at least one determined parameter; and outputting the at least one output analytic to the user.