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:
Feb. 07, 2023

Filed:

Jan. 25, 2021
Applicant:

Kyndryl, Inc., New York, NY (US);

Inventors:

Gautam K. Bhat, Mangalore, IN;

Muniyandi Perumal Thevar, Madurai, IN;

Nalini M, Chennai, IN;

Sarita Lavania, Bengaluru, IN;

Assignee:

Kyndryl, Inc., New York, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/279 (2020.01); G06N 3/04 (2006.01); G06F 40/30 (2020.01); G06F 40/205 (2020.01); G06F 40/247 (2020.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06F 40/279 (2020.01); G06F 40/205 (2020.01); G06F 40/247 (2020.01); G06F 40/30 (2020.01); G06N 3/0445 (2013.01); G06N 3/08 (2013.01);
Abstract

Techniques for data evaluation using machine learning are provided. A textual document is received, and the textual document is parsed using a recurrent neural network (RNN) to extract a plurality of keywords. A first subset of keywords which are known by a user and a second subset of keywords which are unknown by the user are each identified. A summary of the textual document is generated based on the second subset of keywords. The summary is output, comprising: outputting information related to a first keyword of the second subset of keywords and, upon determining that the first keyword is understood by the user, outputting information related to a second keyword of the second subset of keywords.


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