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:
Sep. 19, 2023

Filed:

Aug. 16, 2021
Applicant:

Tekion Corp, Pleasanton, CA (US);

Inventors:

Jayaprakash Vijayan, Dublin, CA (US);

Ved Surtani, Gurgaon, IN;

Nitika Gupta, Bengaluru, IN;

Pratheek Manjunath Bharadwaj, Mysore, IN;

Indrajit Saha, Panagarh Bazar, IN;

Assignee:

Tekion Corp, Pleasanton, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 30/0601 (2023.01); G06Q 30/0202 (2023.01); G06Q 30/016 (2023.01); G06Q 10/20 (2023.01); G06N 5/04 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06Q 10/20 (2013.01); G06Q 30/016 (2013.01); G06Q 30/0202 (2013.01); G06Q 30/0631 (2013.01);
Abstract

A management system operates in conjunction with entities to provide component recommendations for objects. The management system trains a machine learning model used to generate the component recommendations. The machine learning model is trained based on historical component entries describing components previously provided and identifiers of the components. The management system generates training data by classifying the historical component entries into predetermined component classifications. After the machine learning model is trained, the management system generates a customized recommendation of components for an object based on likelihoods of selection of the predetermined component classifications.


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