Multi-Document Text Summarization of Marathi Regional Language
Author(s):
Aman Jain, Sujata Lungare, Tejashri Bhingare, Priyanka Tak, Mr .Pratik Kamble
ISSN:
2349-6002
Cite This Article:
Multi-Document Text Summarization of Marathi Regional LanguageInternational Journal of Innovative Research in Technology(www.ijirt.org) ,ISSN: 2349-6002 ,Volume 5 ,Issue 12 ,Page(s):754-757 ,May 2019 ,Available :IJIRT148221_PAPER.pdf
Keywords:
Extractive text summarization , Text mining , Stop word removal , Bag of words
Abstract
In this new aeon , where enormous information is available on the internet, the best significance is to provide improved mechanism to extract information in a short period of time and efficiently . It is inconvenient for human beings to manually extract summary of large documents of text .There are ample text materials available on the internet , so it is not easy to find relevant documents from a number of documents which are currently available .In order to solve this problem Automated Text Summarization comes into picture .Text Summarization is a process of pinpointing the most important meaningful information in a document or a set of documents compressing them in to a shorter version conserving its overall meanings .In this paper the author has given a brief view of how a user will be using a web application to summarize Marathi articles or documents .Such summary is generated using probabilistic model for multi-source Marathi text summarization . Here, precision, recall , compression ratio as well as retention ratio are the parameters which are used for evaluation purpose .Implemented system successfully generates relevant summary of Marathi articles.
Article Details
Unique Paper ID: 148221

Publication Volume & Issue: Volume 5, Issue 12

Page(s): 754 - 757
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