The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jul. 19, 2022

Filed:

Jul. 26, 2017
Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

Philip Pinette, Seattle, WA (US);

Martin Cortez, Seattle, WA (US);

Henry Vogler, Bellevue, WA (US);

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 30/06 (2012.01); G01J 3/02 (2006.01); G06F 3/02 (2006.01); G06Q 30/00 (2012.01); H04W 4/02 (2018.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06Q 30/0641 (2013.01); G01J 3/02 (2013.01); G06F 3/02 (2013.01); G06N 20/00 (2019.01); G06Q 30/0639 (2013.01); H04W 4/02 (2013.01); G06Q 30/00 (2013.01);
Abstract

Systems and methods are described for providing an item acquisition modeling service. An item acquisition modeling service may determine the expected amount of time required to acquire a set of items from a distribution center. The item acquisition modeling service may estimate travel times and acquisition times for individual items in the set, using a machine learning model that is trained on previous acquisitions of items, and may aggregate individual item estimates to generate a time estimate for the set of items. The item acquisition modeling service may generate and display user interfaces that indicate the elapsed time and remaining time relative to the estimated time, and may indicate whether items are being acquired more quickly or more slowly than the estimate. The item acquisition modeling service may further display target or goal acquisition times, and may indicate whether items are being acquired at a rate that achieves the goal.


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