An Automation Technique for Email Classification
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.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
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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