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. 04, 2020

Filed:

Aug. 08, 2018
Applicant:

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

Inventors:

Dinkar Jain, Menlo Park, CA (US);

Tianshi Gao, Fremont, CA (US);

Darshan Kantak, Palo Alto, CA (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 30/02 (2012.01); G06F 16/958 (2019.01); G06F 16/955 (2019.01); G06F 16/9535 (2019.01); G06F 16/2457 (2019.01); G06F 16/957 (2019.01); G06F 16/28 (2019.01); G06N 20/00 (2019.01); G06Q 50/00 (2012.01);
U.S. Cl.
CPC ...
G06Q 30/0277 (2013.01); G06F 16/24578 (2019.01); G06F 16/287 (2019.01); G06F 16/955 (2019.01); G06F 16/958 (2019.01); G06F 16/9535 (2019.01); G06F 16/9574 (2019.01); G06N 20/00 (2019.01); G06Q 50/01 (2013.01);
Abstract

An online system receives tracking requests from client devices interacting with a web page to analyze user interactions with the web page. The online system extracts parameters from tracking requests such as a uniform resource locator (URL) associated with the web page that generated the tracking request and/or data tokens describing keywords within the URL. The online system may extract parameters by crawling web pages that generate tracking requests. The online system may compare extracted parameters to a taxonomy of categories maintained by the online system to determine a category describing the item displayed on the web page. The online system determines a category describing the item via an item catalog maintained by the online system comprised of previously determined categories for various items. The online system uses the determined categories, attributes, and temporal relevance scores to direct content to users.


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