US 11,748,569 B2
System and method for query authorization and response generation using machine learning
Guilherme Gomes, Porto Alegre (BR); Bruno Apel, Porto Alegre (BR); Jarismar Silva, Porto Alegre (BR); Vincent Kellers, Bloomfield, NJ (US); Roberto Dias, Porto Alegre (BR); Roberto Masiero, Basking Ridge, NJ (US); and Roberto Silveira, Hoboken, NJ (US)
Assigned to ADP, INC., Roseland, NJ (US)
Filed by ADP, Inc., Roseland, NJ (US)
Filed on Dec. 20, 2022, as Appl. No. 18/68,736.
Application 18/068,736 is a continuation of application No. 16/864,931, filed on May 1, 2020, granted, now 11,562,749.
Prior Publication US 2023/0153536 A1, May 18, 2023
This patent is subject to a terminal disclaimer.
Int. Cl. G06F 40/295 (2020.01); G10L 17/24 (2013.01); G06N 20/00 (2019.01); G06F 40/205 (2020.01); G06F 18/24 (2023.01)
CPC G06F 40/295 (2020.01) [G06F 18/24 (2023.01); G06F 40/205 (2020.01); G06N 20/00 (2019.01); G10L 17/24 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A method comprising:
parsing, via at least one processor executing a trained machine-learning classifier, a text query, resulting in an identified subject of the text query;
authorizing a user, via the at least one processor and based on an identity of the user and the identified subject, to access a restricted database containing restricted data associated with the identified subject;
retrieving, via the at least one processor, a response template specific to the identified subject;
filling, via the at least one processor accessing the restricted database, the response template with at least a portion of the restricted data associated with the identified subject, resulting in a filled response template;
removing, via the at least one processor, portions of the filled response template which are not associated with the identified subject, resulting in at least a portion of the filled response template; and
replying, via the at least one processor, to the text query with the at least a portion of the filled response template.