ALEXANDRIA, Va., Sept. 17 -- United States Patent no. 12,417,239, issued on Sept. 16, was assigned to Morgan Stanley Services Group Inc. (New York).

"System, apparatus, and method for structuring documentary data for improved topic extraction and modeling" was invented by Eren Kurshan (New York) and Nicolas Seyot (Stamford, Conn.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A method of structuring entity data using a machine learning document profiling model for improved information extraction comprises: training a learning document profiling model by applying document data and identification information on different document types to the learning document profiling model; profiling entity document data us...