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.
Patent No.:
Date of Patent:
Feb. 08, 2022
Filed:
Aug. 31, 2020
Adobe Inc., San Jose, CA (US);
Thomas William Randall Jacobs, Cupertino, CA (US);
Peter Raymond Fransen, Soquel, CA (US);
Kevin Gary Smith, Lehi, UT (US);
Kent Andrew Edmonds, San Jose, CA (US);
Jen-Chan Jeff Chien, Saratoga, CA (US);
Gavin Stuart Peter Miller, Los Altos, CA (US);
Adobe Inc., San Jose, CA (US);
Abstract
Application personalization techniques and systems are described that leverage an embedded machine learning module to preserve a user's privacy while still supporting rich personalization with improved accuracy and efficiency of use of computational resources over conventional techniques and systems. The machine learning module, for instance, may be embedded as part of an application to execute within a context of the application to learn user preferences to train a model using machine learning. This model is then used within the context of execution of the application to personalize the application, such as control access to digital content, make recommendations, control which items of digital marketing content are exposed to a user via the application, and so on.