公开(公告)号：US20190205829A1

公开(公告)日：2019-07-04

申请号：US16197095

申请日：2018-11-20

Applicant: United Parcel Service of America, Inc.

Inventor： Ted Abebe ,  Ed Hojecki ,  Colette Malyack ,  Donald Hickey

IPC: G06Q10/08 ,  G06K9/62 ,  G06N20/00

CPC classification number: G06Q10/0833 ,  G06K9/6223 ,  G06N20/00

Abstract: Embodiments are disclosed for autonomously clustering shipping units. An example method includes accessing clustering information units from a clustering data management tool. The example method further includes extracting features from clustering information units, wherein the features are representative of one or more of the shipper behavior data and the package information. Exemplary shipping units are shippers, buildings handling packages, package delivery drivers, and package handlers. The example method further includes generating, using a shipping unit clustering learning model and the features, an output comprising cluster of shipping units. Corresponding apparatuses and non-transitory computer readable storage media are also provided.