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:
Jan. 04, 2022

Filed:

Dec. 06, 2018
Applicant:

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

Inventors:

David Abraham Harris, San Francisco, CA (US);

Caroline Yvonne Lo, Palo Alto, CA (US);

Diego Feijer, Redwood City, CA (US);

Assignee:

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

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 50/00 (2012.01); G06F 16/958 (2019.01); G06F 16/45 (2019.01); G06F 16/435 (2019.01);
U.S. Cl.
CPC ...
G06Q 50/01 (2013.01); G06F 16/435 (2019.01); G06F 16/45 (2019.01); G06F 16/958 (2019.01);
Abstract

An online system receives a content item from a user and provides the content item for display to the user's connections. The online system receives interactions performed by the user's connections with the content item. From the content item and the interactions, the online system extracts features to be input into a model. The model is trained to determine whether the content item should be classified as a life event and in which category. Based on output from the model, the online system classifies the content item as a life event in a particular category and provides an option to the user to upgrade the content item into a life event item of the particular category. Upon receiving the user's agreement to upgrade, the online system generates a life event item specific to the particular category and provides the life event item for display to the user's connections.


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