System and method for automating information abstraction process for documents

Abstract

Embodiments of the invention generally relate to a system and a method for automating information abstraction process for documents, particularly a computer-implemented method, a processing pipeline and a system create a hierarchical semantic map of a document and extracted information. The method includes apportioning the document into major sections by accessing the document, recognizing a hierarchical structure of the document, and dividing the document into the major sections by using a data analyzer and a machine learning module, classifying the major sections, and mapping the major sections to key elements in one of the multiple levels, searching one major section, and identifying sub-sections from the one major section to achieve a maximum confidence score indicating that the sub-sections associate with the key element, extracting the information from the identified sub-sections by using sequence modelers and linguistic characteristics provided by the data analyzer, generating the hierarchical semantic map of the document by using the extracted information, and displaying in a user interface drop down selections of the key elements.

Description

[0001] Cross References to Related Applications [0002] This application claims the benefit of Indian Provisional Application No. 2902 / CHE / 2015 filed June 10, 2015, which is hereby incorporated by reference in its entirety. technical field [0003] The present disclosure relates to the field of document processing automation, and more particularly to systems and methods for automating information abstraction processing of large documents. Background technique [0004] Computer systems can be used to process text documents containing information. A computer system can create summaries that preserve the emphasis of the original document. When document structures are considered for automated information abstraction of documents, traditional computer systems may not be adequate. Because of this, there are technical problems to be solved to automatically abstract concrete, well-defined information from documents by using computer systems and data processing techniques. Cont...

AI Technical Summary

Problems solved by technology

When document structures are considered for automated information abstraction of documents, conventional computer systems may not be adequate

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