SYSTEM AND METHOD FOR GENERATING SUMMARY OF RESEARCH DOCUMENT
First Claim
1. A system for generating a summary of at least one research document, the system comprising:
- a computing device associated with an entity, wherein the computing device, comprises a computer readable program code, configured to facilitate;
uploading the at least one research document,acquiring informatory data related to the at least one research document, andpreprocessing the at least one research document to extract information included therein;
a data repository comprising an ontological database and a synonym database; and
a server arrangement communicably coupled via one or more data communication networks with the computing device and the data repository, the server arrangement configured to;
acquire, from the computing device, the information included in the at least one research document,analyze, the information using the ontological database and the synonym database to identify a set of keywords corresponding to the at least one research document,assign a first score to each of the keywords based on a document-centric property,assign a second score to one or more relationships between the keywords based on a relationship-centric property, andgenerate the summary for the at least one research document, wherein the summary comprises;
a first portion generated based upon the informatory data,a second portion generated based on the keywords in the one or more relationships having the second score below a predefined threshold, anda third portion generated, using a machine learning algorithm, based on the first score of the keywords.
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Accused Products
Abstract
Disclosed is a system for generating summary of at least one research document. The system comprising computing device associated with an entity, data repository comprising ontological database and synonym database and server arrangement communicably coupled via one or more data communication networks with the computing device and the data repository. The server arrangement is configured to acquire information included in at least one research document, analyze information using ontological database and synonym database to identify set of keywords corresponding to at least one research document, assign first score to each of the keywords based on document-centric property, assign second score to one or more relationships between the keywords based on relationship-centric property and generate summary for at least one research document. Summary comprises: first portion generated based upon informatory data, second portion generated based on keywords and third portion generated using machine learning algorithm based on first score of keywords.
1 Citation
15 Claims
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1. A system for generating a summary of at least one research document, the system comprising:
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a computing device associated with an entity, wherein the computing device, comprises a computer readable program code, configured to facilitate; uploading the at least one research document, acquiring informatory data related to the at least one research document, and preprocessing the at least one research document to extract information included therein; a data repository comprising an ontological database and a synonym database; and a server arrangement communicably coupled via one or more data communication networks with the computing device and the data repository, the server arrangement configured to; acquire, from the computing device, the information included in the at least one research document, analyze, the information using the ontological database and the synonym database to identify a set of keywords corresponding to the at least one research document, assign a first score to each of the keywords based on a document-centric property, assign a second score to one or more relationships between the keywords based on a relationship-centric property, and generate the summary for the at least one research document, wherein the summary comprises; a first portion generated based upon the informatory data, a second portion generated based on the keywords in the one or more relationships having the second score below a predefined threshold, and a third portion generated, using a machine learning algorithm, based on the first score of the keywords. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8)
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9. A method for generating a summary of at least one research document, wherein the method is implemented using a system comprising:
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a computing device associated with an entity, wherein the computing device, comprises a computer readable program code, configured to facilitate; uploading the at least one research document, acquiring informatory data related to the at least one research document, and preprocessing the at least one research document to extract information included therein; a data repository comprising an ontological database and a synonym database; and a server arrangement communicably coupled via one or more data communication networks with the computing device and the data repository, wherein the method comprises; acquiring, from the computing device, the information included in the at least one research document, analyzing, the information using the ontological database and the synonym database to identify a set of keywords corresponding to the at least one research document, assigning a first score to each of the keywords based on a document-centric property, assigning a second score to one or more relationships between the keywords based on a relationship-centric property, and generating the summary for the at least one research document, wherein the summary comprises; a first portion generated based upon the informatory data, a second portion generated based on the keywords in the one or more relationships having the second score below a predefined threshold, and a third portion generated, using a machine learning algorithm, based on the first score of the keywords. - View Dependent Claims (10, 11, 12, 13, 14, 15)
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Specification