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:
May. 30, 2023

Filed:

Oct. 14, 2020
Applicant:

Home Depot Product Authority, Llc, Atlanta, GA (US);

Inventors:

Ali Ahmadvand, Atlanta, GA (US);

Surya Kallumadi, Atlanta, GA (US);

Faizan Javed, Atlanta, GA (US);

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2022.01); G06F 16/9535 (2019.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G06K 9/6257 (2013.01); G06F 16/9535 (2019.01); G06K 9/628 (2013.01); G06N 3/0454 (2013.01);
Abstract

A method of configuring a search engine to classify a search query includes receiving a search query data set, the search query data set comprising a plurality of search queries, defining a first set of candidate labels and a second set of candidate labels according to the search queries in the search query data set, concatenating the first set of candidate labels with the second set of candidate labels to generate a concatenated candidate label set, generating a compatibility matrix comprising a similarity between the concatenated candidate label set and the search query data set, and training a classification network according to the compatibility matrix.


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