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. 02, 2024

Filed:

Feb. 17, 2020
Applicant:

Allstate Insurance Company, Northbrook, IL (US);

Inventors:

Michael A. LaVigne, Prospect Heights, IL (US);

Ryan Dunn, Grayslake, IL (US);

Ben Phillabaum, Lafayette, IN (US);

Assignee:

Allstate Insurance Company, Northbrook, IL (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 10/0639 (2023.01); G10L 25/51 (2013.01); G10L 15/18 (2013.01);
U.S. Cl.
CPC ...
G06Q 10/06398 (2013.01); G06Q 10/06393 (2013.01); G10L 15/18 (2013.01); G10L 25/51 (2013.01);
Abstract

Aspects of the disclosure relate to computing platforms that utilize improved natural language processing techniques for performance evaluation and training. A computing platform may automatically determine, based on audio transcription files, a model for dynamic performance evaluation and training, which may be dynamically updated as additional audio transcription files are received. The computing platform may receive and analyze an additional audio transcription file using natural language processing and the model, which may result in proficiency scores. Based on the proficiency scores, the computing platform may calculate an overall proficiency score and identify areas for improvement associated with the first individual. Based on the areas for improvement, the computing platform may determine performance feedback tailored to the individual and may send, to a user device associated with the individual, the performance feedback.


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