US Patent Issued to Capital One Financial on July 21 for "Computer systems and methods for building and analyzing data graphs" (Illinois Inventors)

ALEXANDRIA, Va., July 21 -- United States Patent no. 12,688,234, issued on July 21, was assigned to Capital One Financial Corp. (McLean, Va.).

"Computer systems and methods for building and analyzing data graphs" was invented by Kenrick Fernandes (Wheeling, Ill.), Ashkan Golgoon (Glenview, Ill.) and Arjun Ravi Kannan (Buffalo Grove, Ill.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A computing platform may be configured to (i) obtain an input dataset, (ii) construct a graph from the input dataset, (iii) for a given node within the constructed graph, generate a first type of embedding vector using a first embedding technique (e.g., a shallow embedding technique) and a second type of embedding vector using a...