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. 30, 2024

Filed:

Dec. 06, 2021
Applicant:

Staples, Inc., Framingham, MA (US);

Inventors:

Sandeep Sikka, Natick, MA (US);

Nitin Verma, Natick, MA (US);

Michael Bhaskaran, Sherborn, MA (US);

Xiaowei Lu, Framingham, MA (US);

Christopher Yong, Framingham, MA (US);

Assignee:

Staples, Inc., Framingham, MA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 10/00 (2023.01); G06F 9/451 (2018.01); G06Q 10/087 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06Q 10/087 (2013.01); G06F 9/453 (2018.02); G06N 20/00 (2019.01);
Abstract

In an example embodiment, a method may generate an item layout map for a shelving unit, where the shelving unit stores item types associated with a product category. The method may determine product attributes associated with the product category and divider configurations of the shelving unit, where a divider configuration divides the shelving unit into one or more candidate regions. The method may generate an ontology entry associated with a product attribute and the divider configuration based on the item layout map and the divider configuration of the shelving unit, the ontology entry indicating a regional entropy values of a product attribute for the candidate regions generated by the divider configuration. In some instances, the method may generate a guidance instruction related to the product attribute of the product category based on the ontology entry and provide the guidance instruction to a user.


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