US 12,260,183 B2
Geometric shape based event component personalization
Aaron K. Baughman, Cary, NC (US); Eduardo Morales, Key Biscayne, FL (US); George N Salnikoff, Millbrook, NY (US); and Demetri Kambanis, New York, NY (US)
Assigned to INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US)
Filed by International Business Machines Corporation, Armonk, NY (US)
Filed on Sep. 16, 2021, as Appl. No. 17/476,961.
Prior Publication US 2023/0083601 A1, Mar. 16, 2023
Int. Cl. G06F 40/40 (2020.01)
CPC G06F 40/40 (2020.01) 25 Claims
OG exemplary drawing
 
1. A computer-implemented method comprising:
generating, using a first trained residual neural network, an event analysis from a set of event description encodings, an event description encoding in the set of event description encodings comprising a numerical representation of a natural language description of an event, the event analysis comprising a first set of coordinates in an event space;
generating, using a second trained residual neural network, the event analysis and a user description encoding, a personalization analysis, the user description encoding comprising a numerical representation of a user interaction with the event, the personalization analysis comprising a component of a second set of coordinates in the event space; and
activating, upon a determination that a product of the event analysis and the personalization analysis corresponds to a first virtual component, a first event component using a first user device, the first event component comprising the first virtual component of the event.