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:
Mar. 18, 2025

Filed:

Nov. 02, 2021
Applicant:

Optum, Inc., Minnetonka, MN (US);

Inventors:

Rajesh Sabapathy, Gurugram, IN;

Sumeet Jain, Gurugram, IN;

Saurabh Bhargava, Eden Prairie, MN (US);

Sandeep Chandra Das, Bhubaneswar, IN;

Gourav Awasthi, Gurugram, IN;

Praveen Bansal, Hanumangarh, IN;

Gaurav, New Delhi, IN;

Animesh, Patna, IN;

Assignee:

Optum, Inc., Minnetonka, MN (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/30 (2020.01); G06N 3/04 (2023.01);
U.S. Cl.
CPC ...
G06F 40/30 (2020.01); G06N 3/04 (2013.01);
Abstract

There is a need for more effective and efficient predictive data analysis solutions and/or more effective and efficient solutions for generating an emotional sentiment score without the use of labelled data. In one example, embodiments comprise receiving an input text sequence, generating an intermediate emotional sentiment score object based at least in part on the input text sequence and by utilizing an emotional sentiment machine learning model, generating an overall emotional sentiment score based at least in part on the intermediate sentiment score object and by utilizing an emotional sentiment score transformation object, and performing one or more prediction-based actions based at least in part on the overall emotional sentiment score.


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