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.
Patent No.:
Date of Patent:
Dec. 08, 2020
Filed:
Mar. 18, 2019
Facebook, Inc., Menlo Park, CA (US);
Erick Tseng, San Francisco, CA (US);
Facebook, Inc., Menlo Park, CA (US);
Abstract
An online system receives information describing actions performed by online system users, in which the information describes an actual physical location at which each action was performed. The online system retrieves user attributes associated with each user and trains a machine-learning model to predict a physical location of a user based on the information received at the online system and the user attributes. The online system receives information describing a geographic location (e.g., GPS coordinates) from a client device associated with a viewing user of the online system and identifies candidate physical locations within a threshold distance of the geographic location. The online system then uses the trained model to predict a physical location of the viewing user from the candidate physical locations based on user attributes associated with the viewing user and presents content to the viewing user based on the predicted physical location.