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, 2019

Filed:

Sep. 08, 2016
Applicant:

Wal-mart Stores, Inc., Bentonville, AR (US);

Inventors:

Namrata Pramodkumar Tholiya, Sunnyvale, CA (US);

Abhishek Gattani, Sunnyvale, CA (US);

Assignee:

Walmart Apollo, LLC, Bentonville, AR (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/28 (2019.01); G06Q 30/02 (2012.01); G06F 16/332 (2019.01); G06F 16/338 (2019.01); G06F 16/951 (2019.01); G06F 16/2457 (2019.01);
U.S. Cl.
CPC ...
G06F 16/24578 (2019.01); G06F 16/285 (2019.01); G06F 16/338 (2019.01); G06F 16/3326 (2019.01); G06F 16/951 (2019.01); G06Q 30/0201 (2013.01);
Abstract

The present invention extends to methods, systems, and computer program products for training a classification model to predict categories. In one implementation, a method identifies category mappings generated for dominant queries associated with a query log. The method identifies mappings between a first set of queries and categories shown for the first set of queries, and identifies mappings between a second set of queries and clicked products for the second set of queries. A classification model is trained based on the mappings generated for dominant queries, the mappings between queries and the shown categories, and the mappings between queries and the clicked products.


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