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. 16, 2021

Filed:

Jun. 05, 2018
Applicant:

Facebook, Inc., Menlo Park, CA (US);

Inventors:

Sanjay Kanaka Sai Tirupattur Saravanan, Fremont, CA (US);

Bradley H Smallwood, Palo Alto, CA (US);

Frederick R. Leach, San Francisco, CA (US);

William Bullock, Palo Alto, CA (US);

Assignee:

FACEBOOK, INC., Menlo Park, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 7/20 (2006.01); G06N 5/02 (2006.01); G06N 20/00 (2019.01); G06F 16/2458 (2019.01); G06F 16/2457 (2019.01);
U.S. Cl.
CPC ...
G06F 16/2465 (2019.01); G06F 7/20 (2013.01); G06F 16/24575 (2019.01); G06N 5/02 (2013.01); G06N 20/00 (2019.01);
Abstract

The present disclosure is directed toward systems, methods, and non-transitory computer readable media for generating an identity resolution model from a ground truth data set to accurately match users across one or more digital content providers to perform analyses of user activities across the one or more digital content providers. For example, the systems described herein can generate a ground truth data set of known users and utilize the ground truth data set to generate an identity resolution model for one or more digital content providers based on predicted user identities. Furthermore, in one or more embodiments, the systems utilize the identity resolution model to accurately resolve and match user identities between one or more digital content providers and assign universal identifiers to the user identities. Moreover, the disclosed systems can utilize the universal identifiers to provide analytical insights of user actions between the one or more digital content providers.


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