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:
Mar. 29, 2022

Filed:

May. 24, 2016
Applicant:

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

Inventor:

Thomas G Zimmerman, Cupertino, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 15/18 (2006.01); G06N 20/00 (2019.01); G06F 16/2455 (2019.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 16/2455 (2019.01);
Abstract

A method, apparatus and computer program product for automatically generating training sets for machine learning. A set of topics to train a machine learning system is provided. A set of subject matter expert follower sites is identified. Each of the subject matter expert follower sites is about a respective topic of the set of topics and allows followers to post content. The content posted by followers of a respective subject matter expert follower site on the internet is retrieved. The retrieved follower posted content is used to train the machine learning to recognize common features of the retrieved follower posted content of followers having an interest in a respective topic of the set of topics.


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