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:
Mar. 02, 2021

Filed:

Aug. 30, 2017
Applicant:

Oracle International Corporation, Redwood City, CA (US);

Inventors:

Peter Crossley, Portland, OR (US);

Ethan Dereszynski, Oregon City, OR (US);

Assignee:

Oracle International Corporation, Redwood Shores, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H04L 29/08 (2006.01); G06N 7/00 (2006.01); G06N 20/00 (2019.01); G06N 20/20 (2019.01); G06N 5/02 (2006.01); G06N 5/00 (2006.01); G06N 3/02 (2006.01); G06N 20/10 (2019.01);
U.S. Cl.
CPC ...
H04L 67/22 (2013.01); G06N 5/02 (2013.01); G06N 7/005 (2013.01); G06N 20/00 (2019.01); G06N 20/20 (2019.01); H04L 67/306 (2013.01); G06N 3/02 (2013.01); G06N 5/003 (2013.01); G06N 20/10 (2019.01); H04L 67/02 (2013.01);
Abstract

Methods and systems are provided for processing tag-based event communications using machine learning. One or more event communications are received from a user device. The communication(s) include key-value pairs representing an ordered sequence of multiple interaction events of a set of predefined events. Each communication of the one or more event communications includes one generated via execution of tag code integrated with code of an app page or of a webpage. A representation of the ordered sequence is processed using a machine learning model to generate one or more profile estimation results that include an identification of a particular user profile from amongst a set of stored user profile. Profile data is transmitted to a client system that identifies the particular user profile or is from the particular user profile.


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