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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 7 | Month- July 2024
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Published Paper Details:
Paper Title
CLASSIFICATION, SUMMARIZATION AND EVENT EXTRACTION THROUGH EMAILS
Authors
Arnav Desai, Amartya Pandit, Mayur Waghmode, Shubham Kulkarni, Prof. Swati Chitale
Keywords
NLP, SVM, Multiclass Classification, Extractive Summarization, Event Extraction
Abstract
In this digital era, a lot of information is conveyed through emails. The email service provider applications show the users their email data but do not process it further for more convenience of the users. Automatic event generation and detailed email classification are absent in the conventional email applications. In this paper, an approach for the classification of mails, summarization and automatic event extraction through emails is discussed. The emails are classified into multiple classes using Machine Learning and not only in spam and ham. Rule-based extraction is used for summarization. The date, time, subject and venue of the event present is extracted through emails using text mining. The application is evaluated over many emails and is providing satisfactory results.
IJCRT's Publication Details
Unique Identification Number - IJCRT2004535
Paper ID - 194029
Page Number(s) - 3724-3732
Pubished in - Volume 8 | Issue 4 | April 2020
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Arnav Desai, Amartya Pandit, Mayur Waghmode, Shubham Kulkarni, Prof. Swati Chitale, "CLASSIFICATION, SUMMARIZATION AND EVENT EXTRACTION THROUGH EMAILS", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.8, Issue 4, pp.3724-3732, April 2020, Available at :http://www.ijcrt.org/papers/IJCRT2004535.pdf
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Volume 12 | Issue 7
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Submit Manuscript Online Impact Factor: 7.97 Review Results : Within 02-03 Days Paper Publication : Within 02-03 Days
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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