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:
Sep. 08, 2020

Filed:

Nov. 02, 2018
Applicant:

Lotame Solutions Inc., Columbia, MD (US);

Inventors:

Omar T. Abdala, Cambridge, MA (US);

Hao D. Duong, Dunn Loring, VA (US);

Assignee:

Lotame Solutions Inc., Columbia, MD (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 29/08 (2006.01); H04L 12/911 (2013.01); G06N 20/00 (2019.01); H04L 12/24 (2006.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
H04L 67/22 (2013.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01); H04L 41/16 (2013.01); H04L 47/70 (2013.01);
Abstract

One exemplary system can determine a digital footprint for a user. The system can determine a first transmission pattern in which first content was transmitted to a first user device based at least in part on the digital footprint. The system can determine training data that includes a relationship between (i) one or more characteristics of the first content and (ii) the first transmission pattern. The system can then train a machine-learning-model using the training data to enable the machine-learning-model to predict a second transmission pattern in which to transmit second content that is different from the first content. The system can provide the second content as input to the machine-learning-model to obtain the second transmission pattern as output from the machine-learning-model. The system can cause the second content to be transmitted to the first user device in accordance with the second transmission pattern, which may conserve computing resources.


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