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:
Jun. 16, 2015

Filed:

Jul. 28, 2014
Applicant:

Digital Reasoning Systems, Inc., Franklin, TN (US);

Inventors:

James Johnson Gardner, Austin, TX (US);

Terrence Scot Clausing, Gallatin, TN (US);

Phillip Daniel Michalak, Spring Hill, TN (US);

Jared William Bunting, Nashville, TN (US);

Keith Ellis Massey, Nashville, TN (US);

Assignee:

Digital Reasoning Systems, Inc., Franklin, TN (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/00 (2006.01); G06F 17/24 (2006.01); G06N 99/00 (2010.01);
U.S. Cl.
CPC ...
G06F 17/241 (2013.01); G06N 99/005 (2013.01);
Abstract

According to one aspect, a method for machine learning management is provided. In one embodiment, the method includes receiving a first segment of text data, identifying data features corresponding to a sequence of characters in the first segment of text data, and generating predictive annotations to the sequence of characters based at least in part on the identified data features. The method can also include identifying inaccurate annotations generated according to the predictive annotations, correcting the identified inaccurate annotations, generating one or more sets of model training data incorporating the corrected annotations, and monitoring progress of annotations made to a second segment of text data associated with the first segment of text data by a plurality of collaborating users of a plurality of managed computers.


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