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:
Nov. 30, 2021

Filed:

Mar. 01, 2016
Applicant:

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

Inventors:

Xiang Li, New York, NY (US);

Sungjin Lee, Edgewater, NJ (US);

Aasish Pappu, New York, NY (US);

Yifan Hu, Mountain Lakes, NJ (US);

Amanda Stent, New York, NY (US);

Assignee:

VERIZON MEDIA INC., New York, NY (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 5/02 (2006.01); G06N 20/00 (2019.01); H04L 29/08 (2006.01); G06Q 30/06 (2012.01); G06F 16/9035 (2019.01); G06Q 10/04 (2012.01);
U.S. Cl.
CPC ...
G06N 5/022 (2013.01); G06F 16/9035 (2019.01); G06N 20/00 (2019.01); G06Q 10/04 (2013.01); G06Q 30/0631 (2013.01); H04L 67/10 (2013.01); H04L 67/306 (2013.01);
Abstract

The present teaching relates to generating user profiles with semantic knowledge. A first information associated with a user is obtained. One or more entities are identified from the first information. The one or more entities are augmented based on second information to generate a set of augmented entities. The set of augmented entities are clustered into a set of hierarchical clusters. A set of user profiles is generated based on the set of hierarchical clusters so that the user profile is to be used to personalize content recommendation.


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