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:
Dec. 01, 2020

Filed:

Dec. 26, 2017
Applicant:

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

Inventors:

Jiun-Ren Lin, Cupertino, CA (US);

Daniel Olmedilla de la Calle, Mountain View, CA (US);

Emanuel Alexandre Strauss, San Mateo, CA (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/9535 (2019.01); G06N 20/00 (2019.01); G06F 16/955 (2019.01); G06F 16/958 (2019.01); G06F 40/117 (2020.01); G06F 16/957 (2019.01); H04L 29/06 (2006.01);
U.S. Cl.
CPC ...
G06F 16/9535 (2019.01); G06F 16/958 (2019.01); G06F 16/9566 (2019.01); G06F 16/9577 (2019.01); G06F 16/986 (2019.01); G06F 40/117 (2020.01); G06N 20/00 (2019.01); H04L 29/06591 (2013.01);
Abstract

An online system determines a quality of content provided by third party systems for distribution to users. The online system analyzes URL's posted within the online system by content providers to determine the quality of content of the webpages obtained by accessing the URLs. For each URL, the online system receives an original markup language document and a copy of the markup document obtained by applying a content filter. The online system extracts features from both markup language documents. The online system provides the extracted features to a machine learning based model to generate a content quality score. The online system categorizes the URL as having high quality content or low quality content. The online system restricts distribution of content items including URLs to websites with low quality content.


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