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:
Oct. 13, 2020

Filed:

Jul. 27, 2018
Applicant:

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

Inventor:

Markku Salkola, Los Altos, CA (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 7/00 (2006.01); G06F 16/23 (2019.01); G06F 7/14 (2006.01); G06F 16/22 (2019.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 16/2365 (2019.01); G06F 7/14 (2013.01); G06F 16/2255 (2019.01); G06N 20/00 (2019.01);
Abstract

In one embodiment, a method includes accessing a number of records describing a number of entities generated based on data collected from a number of data sources, where the records are grouped by data source, deduping the number of records in each group, selecting a data source as a core source, identifying, for a record in the core group, a candidate set including records from the non-core groups of records that satisfy conditions to be in the candidate set for the record, generating a feature vector for each pair of records between a record in the core group and a record in the candidate set, computing a probability that the pair of records describe a common entity for each pair of records, and linking the record in the candidate set to a globally unique entity identifier identifying a unique entity if the probability exceeds a threshold.


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