Patent ID: 11966696
Assignee: COLLIBRA BELGIUM BV
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. An enterprise data management system with definition quality assessment capabilities for automatically assessing the quality of definitions for terms stored in the enterprise data management system, the system comprising:
at least one memory device storing instructions for causing at least one processor to:
receive a term;
receive a definition corresponding to the term; and
assess the quality of the definition, including for each of a plurality of quantifiable definition guidelines:
deriving at least one feature input based on at least the definition;
feeding the at least one feature input into a machine learning model corresponding to the definition guideline; and
receiving a quality score for the definition guideline from the corresponding machine learning model;
wherein one of the plurality of definition guidelines is a structure guideline and wherein evaluating the definition with respect to the structure guideline comprises deriving a part of speech feature input and a part of speech bag of words input;
wherein the machine learning model corresponding to the structure guideline includes a CNN and an LSTM, and wherein feeding at least one feature input into the machine learning model comprises:
feeding the part of speech feature input into the CNN and the LSTM;
concatenating an output of the CNN and an output of the LSTM with the part of speech bag of words input to create a concatenated input; and
feeding the concatenated input into a subsequent NN.