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. 14, 2023

Filed:

Dec. 11, 2017
Applicant:

Meta Platforms, Inc., Menlo Park, CA (US);

Inventors:

Myle Arif Ott, New York, NY (US);

Aaron Bryan Adcock, New York, NY (US);

Yaniv Shmueli, Millburn, NJ (US);

Peng-Jen Chen, New York, NY (US);

Wenbo Yuan, New Jersey, NJ (US);

Junfei Wang, Tonawanda, NY (US);

Assignee:

Meta Platforms, Inc., Menlo Park, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); G06N 5/02 (2006.01); G06N 3/04 (2023.01); G06F 7/08 (2006.01); H04L 67/306 (2022.01); H04L 67/52 (2022.01); H04L 67/10 (2022.01); G01S 19/48 (2010.01);
U.S. Cl.
CPC ...
G06N 3/0472 (2013.01); G06F 7/08 (2013.01); G06N 3/08 (2013.01); G06N 5/02 (2013.01); H04L 67/306 (2013.01); H04L 67/52 (2022.05); G01S 19/48 (2013.01); H04L 67/10 (2013.01);
Abstract

In one embodiment, a method includes receiving, from a client system associated with a user of an online social network, data indicating that the user is located at a first geographic location at a first time; accessing a first embedding representing a first place-entity corresponding to the first geographic location; accessing multiple second embeddings representing multiple respective second place-entities each corresponding to a second geographic location; calculating, a similarity metric between the embedding representing the first place-entity and each of the embeddings representing the second place-entities; ranking each of the second place-entities based on their calculated similarity metrics; and sending, to the client system, information associated with one or more second geographic locations corresponding to one or more second place-entities having a ranking greater than a threshold ranking.


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