ISSN 2394-5125
 

Research Article 


TAXONOMY ON DOCUMENT SUMMARIZATION METHODS, TOOLS AND OPPORTUNITY

Sowmya M S, Dinesh R.

Abstract
In the current age, internet is formed of incredible information, it is very much needed to bring a better way to gather the information faster and proficient. For a human being it is not an easy job to manually write the summary for a large text document. Internet as ample text materials available in it. So, it is difficult to search for relevant document from N document in different sources in internet. In order to solve these problems, the there is need to automate text summarization. Text summarization is the procedure to find the most important meaningful data in set of documents and to reduce them into a brief version preserving its overall denotations. Here, we highlight the different document summarization methods existing in literature, the tools that does this summarization and the scope that shows us the limitation and possibilities in enhancing the accuracy of the results of those methods.

Key words: Extractive summarization, Abstractive summarization, Natural language processing.


 
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Pubmed Style

Sowmya M S, Dinesh R. TAXONOMY ON DOCUMENT SUMMARIZATION METHODS, TOOLS AND OPPORTUNITY. JCR. 2020; 7(18): 1559-1565. doi:10.31838/jcr.07.18.200


Web Style

Sowmya M S, Dinesh R. TAXONOMY ON DOCUMENT SUMMARIZATION METHODS, TOOLS AND OPPORTUNITY. http://www.jcreview.com/?mno=95859 [Access: July 09, 2020]. doi:10.31838/jcr.07.18.200


AMA (American Medical Association) Style

Sowmya M S, Dinesh R. TAXONOMY ON DOCUMENT SUMMARIZATION METHODS, TOOLS AND OPPORTUNITY. JCR. 2020; 7(18): 1559-1565. doi:10.31838/jcr.07.18.200



Vancouver/ICMJE Style

Sowmya M S, Dinesh R. TAXONOMY ON DOCUMENT SUMMARIZATION METHODS, TOOLS AND OPPORTUNITY. JCR. (2020), [cited July 09, 2020]; 7(18): 1559-1565. doi:10.31838/jcr.07.18.200



Harvard Style

Sowmya M S, Dinesh R (2020) TAXONOMY ON DOCUMENT SUMMARIZATION METHODS, TOOLS AND OPPORTUNITY. JCR, 7 (18), 1559-1565. doi:10.31838/jcr.07.18.200



Turabian Style

Sowmya M S, Dinesh R. 2020. TAXONOMY ON DOCUMENT SUMMARIZATION METHODS, TOOLS AND OPPORTUNITY. Journal of Critical Reviews, 7 (18), 1559-1565. doi:10.31838/jcr.07.18.200



Chicago Style

Sowmya M S, Dinesh R. "TAXONOMY ON DOCUMENT SUMMARIZATION METHODS, TOOLS AND OPPORTUNITY." Journal of Critical Reviews 7 (2020), 1559-1565. doi:10.31838/jcr.07.18.200



MLA (The Modern Language Association) Style

Sowmya M S, Dinesh R. "TAXONOMY ON DOCUMENT SUMMARIZATION METHODS, TOOLS AND OPPORTUNITY." Journal of Critical Reviews 7.18 (2020), 1559-1565. Print. doi:10.31838/jcr.07.18.200



APA (American Psychological Association) Style

Sowmya M S, Dinesh R (2020) TAXONOMY ON DOCUMENT SUMMARIZATION METHODS, TOOLS AND OPPORTUNITY. Journal of Critical Reviews, 7 (18), 1559-1565. doi:10.31838/jcr.07.18.200





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