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. 30, 2021

Filed:

May. 10, 2017
Applicant:

Fmr Llc, Boston, MA (US);

Inventors:

Adrian Ronayne, County Mayo, IE;

Chaitra Kamath, Dublin, IE;

Assignee:

FMR LLC, Boston, MA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 16/33 (2019.01); G06F 16/35 (2019.01); G06F 16/951 (2019.01); G06N 3/02 (2006.01); G06N 3/08 (2006.01); G09B 5/00 (2006.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G06F 16/3331 (2019.01); G06F 16/353 (2019.01); G06F 16/951 (2019.01); G06N 3/02 (2013.01); G06N 3/084 (2013.01); G09B 5/00 (2013.01); G06N 3/0481 (2013.01);
Abstract

Methods and apparatuses are described for generation of a data model for identifying and classifying training needs of individuals. A computer data store stores unstructured text. A server computing device generates a vector for search queries in the unstructured text, and generates a training course classification data model that comprises a multi-layered neural network. The server computing device executes the training course classification model using the vectors as input to generate a training course recommendation output vector. The server computing device updates the training course classification data model based upon a rating value for a training course.


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