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. 01, 2022

Filed:

Mar. 31, 2017
Applicant:

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

Inventors:

Akshay Soni, San Jose, CA (US);

Yashar Mehdad, San Jose, CA (US);

Troy Chevalier, San Mateo, CA (US);

Assignee:

YAHOO ASSETS LLC, Dulles, VA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 5/02 (2006.01); G06N 20/00 (2019.01); G06N 3/08 (2006.01); G06Q 50/00 (2012.01); G06F 16/951 (2019.01); G06F 16/9535 (2019.01);
U.S. Cl.
CPC ...
G06N 5/02 (2013.01); G06F 16/951 (2019.01); G06F 16/9535 (2019.01); G06N 3/084 (2013.01); G06N 20/00 (2019.01); G06Q 50/01 (2013.01);
Abstract

A method is provided, including: processing interactions by a plurality of users with a plurality of content items, the content items being provided over a network in response to user requests received over the network, wherein each content item is associated with one or more entities; for each user, determining a user entity set that includes entities associated with content items with which the user interacted; embedding the users and the entities in a vector space, wherein the embedding is configured to place a given user, and the entities of the given user's user entity set, in proximity to each other in the vector space; for each user, performing a proximity search in the vector space to identify a set of nearest entities to the user in the vector space; for each user, generating a user profile using the identified set of nearest entities to the user.


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