Patent ID: 11902182
Assignee: TRIANGLE IP
Field: Digital communication (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 18:
19. A patent management system for remediating insufficiency of input data for a machine learning system, the patent management system comprising:
a vector processing server is configured to:
generate a plurality of data vectors using data extracted from a plurality of data sources, wherein each of the plurality of data vectors comprise a plurality of data elements corresponding to a plurality of dimensions, wherein each of the plurality of dimensions is a property associated with a domain to which the plurality of data vectors belong; and

a thin data processing server is configured to:
receive a user input with respect to an input data context, wherein the input data context correspond to a subset of the plurality of data elements;
generate an input vector based on the user input;
determine a confidence score using the machine learning system;
compare the confidence score with a threshold value, wherein the input data is expanded by modifying the input vector based on the comparison if the confidence score is less than the threshold value; and
determine a certainty score using the machine learning algorithm when the confidence score is above the threshold value.