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:
Oct. 27, 2026
Filed:
Oct. 26, 2023
Teachers Insurance and Annuity Association of America, New York, NY (US);
Sastry Vsm Durvasula, Phoenix, AZ (US);
Thasunda Brown Duckett, Greenwich, CT (US);
Swatee Singh, Livingston, NJ (US);
Rares Ioan Almasan, Paradise Valley, AZ (US);
TEACHERS INSURANCE AND ANNUITY ASSOCIATION OF AMERICA, New York, NY (US);
Abstract
A method for generating predictive and event-based action recommendations includes receiving, from at least one data source, input data representative of a user; classifying, using a first machine learning model, the input data based on one or more personas representative of user characteristics to generate classified input data; identifying, from the input data, at least one event associated with the user; and generating, based on the at least one event and the classified input data, a personalized recommendation for the user using one or more second machine learning models, wherein the personalized recommendation comprises a set of actions predicted to achieve the goal based on the impact on the goal caused by the at least one event.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile