US 12,073,930 B1
Apparatus and a method for generating a user report
Steven David Alperin, New York, NY (US)
Assigned to SurvivorNet, Inc., New York, NY (US)
Filed by SurvivorNet, Inc., New York, NY (US)
Filed on Dec. 12, 2023, as Appl. No. 18/536,623.
Int. Cl. G16H 15/00 (2018.01); G06N 20/00 (2019.01)
CPC G16H 15/00 (2018.01) [G06N 20/00 (2019.01)] 20 Claims
OG exemplary drawing
 
1. An apparatus for generating a user report, wherein the apparatus comprises:
at least a processor; and
a memory communicatively connected to the at least a processor, wherein the memory contains instructions configuring the at least a processor to:
receive a user profile from a user;
generate a first set of inquiries as a function of the user profile using an inquiry machine learning model, wherein generating the first set of inquiries comprises:
generally training the inquiry machine learning model using non-user specific training data;
specifically training, after generally training, the inquiry machine learning model using inquiry training data, wherein the inquiry training data comprises a plurality of user profiles as inputs correlated to sets of inquiries as outputs, wherein specifically training further comprises:
updating the inquiry training data as a function of past inputs and correlated past outputs;
generating an accuracy score as a function of user feedback; and
retraining the inquiry machine learning model as a function of the updated inquiry training data and the accuracy score; and
generating the first set of inquiries as a function of the user profile using the trained inquiry machine learning model;
receive a first set of inquiry responses from the user as a function of the first set of inquiries;
generate a user report as a function of the first set of inquiries and the first set of inquiry responses; and
display the user report using a display device.