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. 03, 2020

Filed:

Jun. 07, 2017
Applicant:

At&t Intellectual Property I, L.p., Atlanta, GA (US);

Inventors:

Sudhakar Kalluri, Cupertino, CA (US);

Maisam Shahid Wasti, Palo Alto, CA (US);

Assignee:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06F 17/27 (2006.01); G06N 20/00 (2019.01); G06K 9/00 (2006.01); G06F 16/35 (2019.01);
U.S. Cl.
CPC ...
G06F 17/2785 (2013.01); G06F 16/35 (2019.01); G06F 16/355 (2019.01); G06F 17/277 (2013.01); G06F 17/2795 (2013.01); G06K 9/00469 (2013.01); G06N 20/00 (2019.01);
Abstract

Aspects of the subject disclosure may include, for example, applying a topic detection process to documents to obtain automatically detected topics and groups of automatically detected words, comparing the automatically detected topics with manually determined topics to determine actual purity metrics, determining an error metric based on a measure of deviation between ideal purity metrics and the actual purity metrics, and adjusting a parameter of the topic detection process according to the error metric resulting in an adjusted topic detection process. Other embodiments are disclosed.


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