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:
Nov. 02, 2021

Filed:

Apr. 24, 2017
Applicant:

State Farm Mutual Automobile Insurance Company, Bloomington, IL (US);

Inventors:

Elizabeth Flowers, Bloomington, IL (US);

Puneit Dua, Bloomington, IL (US);

Eric Balota, Bloomington, IL (US);

Shanna L. Phillips, Bloomington, IL (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2006.01); G06N 3/00 (2006.01); G06Q 30/00 (2012.01); G06F 40/35 (2020.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06F 40/35 (2020.01); G06N 3/006 (2013.01); G06Q 30/01 (2013.01);
Abstract

A heuristic engine includes capabilities to collect an unstructured data set and a set of question and answer sets that allow prediction of a subsequent question by a customer. By improving prediction of a subsequent customer question the heuristic engine may improve the efficiency of customer service interactions. The heuristic engine may improve and learn by providing actual interaction sets with correlations associated with the predicted outcomes.


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