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:
May. 28, 2024

Filed:

Sep. 01, 2020
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Srinivasan S. Muthuswamy, Bangalore, IN;

Subhendu Das, Chapel Hill, NC (US);

Mukesh Kumar, Bangalore, IN;

Carl Ottman, Katonah, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04W 12/00 (2021.01); G06F 18/00 (2023.01); G06N 3/08 (2023.01); G06Q 20/10 (2012.01); G06Q 20/40 (2012.01); H04W 12/12 (2021.01); H04W 16/18 (2009.01); H04W 24/08 (2009.01); H04W 24/10 (2009.01);
U.S. Cl.
CPC ...
H04W 12/12 (2013.01); G06F 18/00 (2023.01); G06N 3/08 (2013.01); G06Q 20/10 (2013.01); G06Q 20/4016 (2013.01); H04W 16/18 (2013.01); H04W 24/08 (2013.01); H04W 24/10 (2013.01);
Abstract

A computer-implemented method to generate a hotspot confidence score for a hotspot in a network graph includes, receiving input data, wherein the input data includes a plurality of messages, each message containing a set of message data. The method further includes generating, based on the plurality of messages, a network graph. The method also includes identifying, in the network graph, a first hotspot. The method includes compiling a set of hotspot characteristics for the first hotspot. The method further includes receiving, in response to identifying the first hotspot, a first user feedback. The method also includes, generating, by a learning model, a hotspot confidence score for the first hotspot; and outputting the hotspot confidence score.


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