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:
Aug. 25, 2020

Filed:

Mar. 24, 2017
Applicant:

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

Inventors:

Tanmoy Chakraborty, San Mateo, CA (US);

Lei Wang, Santa Clara, CA (US);

Manas Somaiya, Sunnyvale, CA (US);

Patrick Edward Bozeman, San Mateo, CA (US);

Assignee:

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

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 5/02 (2006.01); G06F 16/9535 (2019.01); H04L 29/08 (2006.01); G06Q 30/02 (2012.01);
U.S. Cl.
CPC ...
G06N 5/022 (2013.01); G06F 16/9535 (2019.01); G06Q 30/0269 (2013.01); G06Q 30/0277 (2013.01); H04L 67/22 (2013.01);
Abstract

An online system generates one or more models that determine a likelihood of a user interacting with an application over a particular time interval after installing the application. To generate the one or more models, the online system obtains information describing a user's interaction with the application that occurred greater than a threshold time period prior to a time for which user interaction with the application is to be determined. Example user interactions with the application include: usage of the application, numbers of particular interactions with the application, an amount of compensation the application receives from the user, interactions with other users of the application via the application, and any other suitable interactions. Various engagement metrics may be predicted by the one or more models such as an amount of time spent using the application, particular actions taken in the application, and revenue generated by the user in the application.


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