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:
May. 09, 2023

Filed:

Apr. 15, 2019
Applicant:

Adobe Inc., San Jose, CA (US);

Inventors:

Lei Zhang, Santa Clara, CA (US);

Jun He, Fremont, CA (US);

Zhenyu Yan, Cupertino, CA (US);

Wuyang Dai, San Jose, CA (US);

Abhishek Pani, Sunnyvale, CA (US);

Assignee:

Adobe Inc., San Jose, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/18 (2006.01); G06N 3/086 (2023.01); G06N 3/10 (2006.01); G06Q 30/02 (2012.01); G06F 8/38 (2018.01);
U.S. Cl.
CPC ...
G06N 3/086 (2013.01); G06F 17/18 (2013.01); G06N 3/10 (2013.01);
Abstract

The present disclosure relates to systems, methods, and non-transitory computer readable media for generating a target distribution schedule for providing electronic communications based on predicted behavior rates by utilizing a genetic algorithm and one or more objective functions. For example, the disclosed systems can generate predicted behavior rates by training and utilizing one or more behavior prediction models. Based on the predicted behavior rates, the disclosed systems can further utilize a genetic algorithm to apply objective functions to generate one or more candidate distribution schedules. In accordance with the genetic algorithm, the disclosed systems can select a target distribution schedule for a particular user/client device. The disclosed systems can thus provide one or more electronic communications to individual users based on respective target distribution schedules.


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