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:
Oct. 24, 2023

Filed:

Jul. 17, 2020
Applicant:

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

Inventors:

Meng Chen, Sunnyvale, CA (US);

Wei Wang, San Jose, CA (US);

Lei Pei, Sunnyvale, CA (US);

Juan Liu, Cupertino, CA (US);

Assignee:

INTUIT, INC., Mountain View, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 20/12 (2012.01); G06N 5/04 (2023.01); G06N 20/00 (2019.01); G06F 16/9535 (2019.01);
U.S. Cl.
CPC ...
G06Q 20/12 (2013.01); G06F 16/9535 (2019.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01);
Abstract

Certain aspects of the present disclosure provide techniques for vectorization of transactions including: receiving electronic transaction information of one or more transactions of a user; for each transaction of the one or more transactions: segmenting the electronic transaction information of the transaction into one or more transaction words; generating a second transaction description related to the transaction; and identifying a category of the transaction; generating, based on the corresponding identified categories of the one or more transactions, a set of transaction history data of the user; providing the set of transaction history data of the user as an input to a machine learned model trained to output a set of word embedding vectors; determining, based on an output of the machine learned model comprising a set of word embedding vectors, a set of similar merchants; and providing the set of similar merchants for display to the user.


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