US 12,147,454 B2
Systems and methods for determining entity attribute representations
Maksymilian Clark Polaczuk, Wellington (NZ); Christopher Darius Herrmann, Wellington (NZ); Timothy Matthew Leathart, Wellington (NZ); and Divya Jitesh Patel, Wellington (NZ)
Assigned to XERO Limited, (NZ)
Appl. No. 17/887,411
Filed by Xero Limited
PCT Filed Apr. 14, 2021, PCT No. PCT/NZ2021/050063
§ 371(c)(1), (2) Date Aug. 12, 2022,
PCT Pub. No. WO2021/210992, PCT Pub. Date Oct. 21, 2021.
Claims priority of application No. 2020901198 (AU), filed on Apr. 15, 2020.
Prior Publication US 2024/0211496 A1, Jun. 27, 2024
Int. Cl. G06F 16/28 (2019.01); G06V 30/19 (2022.01)
CPC G06F 16/288 (2019.01) [G06F 16/285 (2019.01); G06V 30/19093 (2022.01); G06V 2201/09 (2022.01); G06V 2201/10 (2022.01)] 20 Claims
OG exemplary drawing
 
1. A computer implemented method comprising:
determining one or more entity identifiers associated with a target entity;
determining at least one entity server address of the target entity based on the one or more entity identifiers, wherein the entity server address points to an entity server;
verifying, by an entity identifier validation module, the at least one entity server address;
transmitting a message to the at least one entity server address, the message comprising a request for information related to the entity;
receiving entity information from the entity server in response to the request;
providing, to a first machine learning model, the received entity information, wherein the first machine learning model has been trained to generate a numerical representations of entities based on the entity information; and
determining, by the trained first machine learning model, an entity attribute representation based on the received entity information, wherein the entity attribute representation comprises a numerical representation of the information related to the entity.