Patent ID: 11972627
Assignee: ACCENTURE GLOBAL SOLUTIONS LIMITED
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 8:
9. A system for intelligent data extraction, the system comprising:
a processor;
machine-readable media including instructions which, when executed by the processor, cause the processor to:
receive, at a server and from a first data source, a first document including a first content;
identify a first set of text chunks in the first content;
perform, at the server, adaptive density-based spatial clustering on the first set of text chunks, thereby identifying clusters of text in the first content;
generate a plurality of maps based on values captured manually from a set of training documents, the plurality of maps including a first map, and each map including information about the location of a value for the first field in a document;
train, at the server, a neural network model to select an extraction map from the plurality of maps that is most likely to accurately extract data from the first field of the first document based on the identified clusters of text;
select from the plurality of maps, at the server and using the neural network model, the first map to serve as the extraction map;
apply the trained neural network to extract, at the server, a first data from the first field based on the first map; and
generate a visualization table presenting the extracted first data.