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. 24, 2023

Filed:

Aug. 13, 2021
Applicant:

Capital One Services, Llc, McLean, VA (US);

Inventors:

Aysu Ezen Can, Cary, NC (US);

Adam Faulkner, New York, NY (US);

Maury Courtland, Durham, NC (US);

David Chen, Durham, NC (US);

Jonathan Galsurkar, New York, NY (US);

Assignee:

Capital One Services, LLC, McLean, VA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04M 3/00 (2006.01); H04M 3/51 (2006.01); G10L 15/08 (2006.01); H04M 3/523 (2006.01);
U.S. Cl.
CPC ...
H04M 3/5175 (2013.01); G10L 15/08 (2013.01); H04M 3/523 (2013.01);
Abstract

Disclosed herein are system, method, and computer program product embodiments for machine learning systems to process incoming call-center calls based on inferred sentiments. An incoming call is routed to a call agent based on an inferred topic, classified based on one or more inferred sentiments of a current caller's speech, determining, based on the call classification, that a complaint has been articulated and initiating an automated assistance by searching for one or more similar callers to the current caller. Based on finding a successful call outcome associated with one or more similar callers, the system suggests one or more phrases to the call agent for use in a dialog with the current caller to improve the one or more inferred sentiments.


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