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:
Sep. 30, 2025
Filed:
Feb. 14, 2024
Oracle International Corporation, Redwood Shores, CA (US);
Guru Selvaraj, Madhapur, IN;
Kyasaram Vishwa Prasad, Madhapur, IN;
Chidambaram Gopal Karthik Murugan, Redwood City, CA (US);
Oracle International Corporation, Redwood Shores, CA;
Abstract
Techniques are described for providing personalized content in applications without revealing personal details to content providers. A base machine learning model is loaded to a cloud environment that is private to a tenant organization. The base machine learning model is used to generate a custom machine learning model specific to the tenant organization based on user interactions within the tenant organization and content categories specific to the tenant organization. The custom machine learning model is used to select content categories for which to provide instances of content items to users based on user interactions with applications. Engagement with the instances of content items is tracked in a user-specific manner privately by the tenant organization, in a tenant-specific manner privately by a cloud services provider, and in a content-specific manner by the content provider. Feedback is provided to the custom machine learning model based on engagement with instances of content items.