公开(公告)号：US20230259875A1

公开(公告)日：2023-08-17

申请号：US18140317

申请日：2023-04-27

Applicant: United Parcel Service of America, Inc.

Inventor： Ted ABEBE ,  Ed HOJECKI ,  Ilya LAVRIK ,  Vinay RAO ,  Donald HICKEY

IPC: G06Q10/083 ,  G06N20/00 ,  G06Q10/0833 ,  G06Q10/04 ,  G06F18/21 ,  G06F18/243

CPC classification number: G06Q10/0838 ,  G06N20/00 ,  G06Q10/0833 ,  G06Q10/083 ,  G06Q10/04 ,  G06F18/21 ,  G06F18/24323

Abstract: Embodiments are disclosed for autonomously predicting shipper behavior. An example method includes the following operations. One or more learning models are generated. Shipper behavior data for at least one shipper is extracted. The shipper behavior data includes a plurality of features associated with the at least one shipper scheduled to ship one or more parcels. It is predicted whether one or more shipments will be sent or arrive at a particular time based at least in part on running the plurality of features of the at least one shipper through the one or more learning models.