An Automation Technique for Email Classification

April 2018
Vol-4, Issue-3
Paper ID: 8209
ISSN: 2395-4396
Downloads: 0

Abstract & Details

Research Area
Computer Engineering
Keywords
Bag of words Naive bayes Mail categorization Information retrieval(IR)
Abstract
The email categorization has been proposed using Naive Bayes classification algorithm. .The categorization is based on not only the body but also the header of an email mes- sage. The metadata provide additional information that can be exploited and improve the categorization capability. Results of experiments on real email data demonstrate the feasibility of our approach.Results of system on real email data categorized into three types i.e. Primary, social and shopping. In particular, categorization based only on the header information is compara- ble or superior to that based on all the information in a message. The email communication becomes prevalent, all kinds of emails are generated.To classify emails for better visual representation and easy access to high priority important mails. The internal communications department of a company distributes an email message to all employees to remind the deadline of timecard submission.

Author Information

# Name Institute / Affiliation
1 Nayan Tilekar RMD SSOE
2 Akshada Shinde RMD SSOE
3 Gaurav Bathe RMD SSOE
4 Rohan Bapat RMD SSOE

How to Cite

Use the following formats to cite this article in your research.

APA Style
Tilekar, Nayan, Shinde, Akshada, Bathe, Gaurav , & Bapat, Rohan (2018). An Automation Technique for Email Classification. International Journal of Advance Research and Innovative Ideas In Education, 4(3), 1774-1777.
MLA Style
Tilekar, Nayan, et al. "An Automation Technique for Email Classification." International Journal of Advance Research and Innovative Ideas In Education, vol. 4, no. 3, 2018, pp. 1774-1777.
IEEE Style
Nayan Tilekar, Akshada Shinde, Gaurav Bathe, and Rohan Bapat, "An Automation Technique for Email Classification," International Journal of Advance Research and Innovative Ideas In Education, vol. 4, no. 3, pp. 1774-1777, 2018.
Vancouver Style
Tilekar Nayan, Shinde Akshada, Bathe Gaurav , Bapat Rohan. An Automation Technique for Email Classification. International Journal of Advance Research and Innovative Ideas In Education. 2018;4(3):1774-1777.
Harvard Style
Tilekar, Nayan, Shinde, Akshada, Bathe, Gaurav , & Bapat, Rohan (2018) 'An Automation Technique for Email Classification', International Journal of Advance Research and Innovative Ideas In Education, 4(3), pp. 1774-1777.
Chicago Style
Tilekar, Nayan, et al. "An Automation Technique for Email Classification." International Journal of Advance Research and Innovative Ideas In Education 4, no. 3 (2018): 1774-1777.
Turabian Style
Tilekar, Nayan, et al. "An Automation Technique for Email Classification." International Journal of Advance Research and Innovative Ideas In Education 4, no. 3 (2018): 1774-1777.

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