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:
Jan. 03, 2023

Filed:

Jul. 30, 2019
Applicant:

Intuit Inc., Mountain View, CA (US);

Inventors:

Shir Meir Lador, Hod Hasharon, IL;

Sigalit Bechler, Hod Hasharon, IL;

Elik Sror, Hod HaSharon, IL;

Shlomi Medalion, Hod HaSharon, IL;

Onn Bar, Hod HaSharon, IL;

Erez Katzenelson, Hod HaSharon, IL;

Alexander Zhicharevich, Hod Hasharon, IL;

Ariel Simhon, Hod HaSharon, IL;

Gal Keinan, Hod HaSharon, IL;

Assignee:

Intuit Inc., Mountain View, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06G 7/00 (2006.01); G06N 3/08 (2006.01); G06K 9/62 (2022.01); G06N 20/00 (2019.01); G06F 17/16 (2006.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 17/16 (2013.01); G06K 9/6218 (2013.01); G06N 20/00 (2019.01);
Abstract

Methods and systems classify and cluster invoice data. An invoice is obtained. A category vector is generated from an invoice string of the invoice with a dense layer of a machine learning model that includes an embedding layer, a neural network layer, and the dense layer. A suggestion is selected with a selection engine and in response to comparing the category vector to a set of clusters. The suggestion is presented.


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