ALEXANDRIA, Va., June 16 -- United States Patent no. 12,657,599, issued on June 16, was assigned to TEACHERS INSURANCE AND ANNUITY ASSOCIATION OF AMERICA (New York).

"Personalized recommendation systems to remediate inefficiencies in user behavior" was invented by Sastry VSM Durvasula (Phoenix), Thasunda Brown Duckett (Greenwich, Conn.), Swatee Singh (Livingston, N.J.) and Rares Ioan Almasan (Paradise Valley, Ariz.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A method for generating predictive and event-based action recommendations includes receiving, from at least one data source, input data representative of a user; generating, using a first machine learning model, a user behavior pattern for the user ba...