Patent ID: 11972360
Assignee: ACCENTURE GLOBAL SOLUTIONS LIMITED
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A method, comprising:
receiving, by a device, input data associated with a legal regulation;
processing, by the device, the input data to generate a record that includes one or more of:
the input data in a knowledge representation format,
the input data in a semantic representation format,
data identifying a feature associated with the input data,
data identifying an industry classification associated with the input data, or
data identifying an entity of interest associated with the input data;

determining, by the device and based on one or more machine learning models, a similarity index associated with the input data;
determining, by the device and based on the one or more machine learning models, whether the similarity index satisfies a threshold;
mapping, by the device and based on determining whether the similarity index satisfies the threshold, input data to one or more sectors,
wherein the similarity index is based on semantic similarity scores;

processing, by the device, the record, with the one or more machine learning models and based on the mapping, to determine output data that includes one or more of:
data indicating that the legal regulation is inconsistent,
data indicating that the legal regulation is outdated,
data indicating a sentiment for the legal regulation,
data indicating a prescriptive nature of the legal regulation,
data indicating a complexity of the legal regulation,
data indicating a misrepresentation in the legal regulation,
data indicating a compliance burden associated with the legal regulation, or
data indicating an industry performance impact of the legal regulation;

performing, by the device, one or more actions based on the output data;
identifying, by the device and based on the one or more machine learning models, predetermined outdated terms;
determining, by the device, based on incorporating contextual analysis, and based on identifying the predetermined outdated terms, scores associated with specific regulations and respective phrases;
identifying, by the device and based on the determined scores, an outdated set of regulations that requires updates,
wherein the outdated set of regulations is identified from a group of regulations that include the legal regulation;

providing, by the device, based on identifying the outdated set of regulations, and based on the one or more machine learning models, a ranked set of the outdated set of regulations; and
updating, by the device, via a feedback loop, and based on the output data, the one or more machine learning models to enhance accuracy of the one or more machine learning models.