ALEXANDRIA, Va., July 9 -- United States Patent no. 12,353,424, issued on July 8, was assigned to Tubi Inc. (San Francisco).

"Intuitive content search results suggestion system" was invented by John Trenkle (Albany, Calif.), Snehal Mistry (Fairfield, Calif.), Qiang Chen (Beijing), Chang She (San Francisco), Rameen Mahdavi (San Francisco) and Marios Assiotis (San Francisco).

According to the abstract* released by the U.S. Patent & Trademark Office: "System and methods for intuitive search operation results using machine learning including: identifying a first candidate content item matching a content item search request; identifying a first content item model corresponding to the first candidate content item including word vector collabora...