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:
Jun. 29, 2021

Filed:

Jul. 01, 2019
Applicant:

First American Financial Corporation, Santa Ana, CA (US);

Inventors:

Mark M. Fleming, Santa Ana, CA (US);

David H. Blackman, Corona, CA (US);

Yan Qiu, Santa Ana, CA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/2458 (2019.01); G06F 16/93 (2019.01); G06N 3/08 (2006.01); G06F 16/28 (2019.01);
U.S. Cl.
CPC ...
G06F 16/2462 (2019.01); G06F 16/285 (2019.01); G06F 16/93 (2019.01); G06N 3/088 (2013.01);
Abstract

Some implementations of the disclosure are directed to retrieving a structured description; using a model trained on a plurality of structured descriptions to generate a numeric representation of the retrieved description; searching the retrieved description for a plurality of keywords in a keyword list to generate one or more values corresponding to a presence of the plurality of searched keywords; combining the numeric representation of the structured description with the generated one or more values to create a combination; using the combination to compute a most likely classification of the description from a plurality of classifications; and returning the most likely classification.


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