CFP last date
20 December 2024
Reseach Article

A JADE Implementation of Integrated Agent System for E-Mail Coordination (IASEC)

by Balakrishnan. S, K. L. Shunmuganathan
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 58 - Number 5
Year of Publication: 2012
Authors: Balakrishnan. S, K. L. Shunmuganathan
10.5120/9276-3465

Balakrishnan. S, K. L. Shunmuganathan . A JADE Implementation of Integrated Agent System for E-Mail Coordination (IASEC). International Journal of Computer Applications. 58, 5 ( November 2012), 5-9. DOI=10.5120/9276-3465

@article{ 10.5120/9276-3465,
author = { Balakrishnan. S, K. L. Shunmuganathan },
title = { A JADE Implementation of Integrated Agent System for E-Mail Coordination (IASEC) },
journal = { International Journal of Computer Applications },
issue_date = { November 2012 },
volume = { 58 },
number = { 5 },
month = { November },
year = { 2012 },
issn = { 0975-8887 },
pages = { 5-9 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume58/number5/9276-3465/ },
doi = { 10.5120/9276-3465 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:03:23.286979+05:30
%A Balakrishnan. S
%A K. L. Shunmuganathan
%T A JADE Implementation of Integrated Agent System for E-Mail Coordination (IASEC)
%J International Journal of Computer Applications
%@ 0975-8887
%V 58
%N 5
%P 5-9
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

With growing usage of computer applications there is growing dependence of business over computer aided services like e-mails. The CRM or E-Mail based marketing companies are becoming pervasive. To run these companies in a way that the customers are well satisfied, there is always a greater need to prioritize the e-mails which has a direct impact on the ROI – Return On Investment. In this paper, a method is proposed to prioritize the unread E-Mails according to the users' interest and priority. This is implemented in this system using agent technology. The Agent mechanism is guided using JADE Middleware and its underlying architecture. The Intelligent agent used here can learn the interest and priority of the user and use this knowledge to arrange the unread mails, according to the users' needs. The Text corpus in the mail would undergo tokenization and each token would be matched with knowledgebase by the agent. The precision of the prioritization may range to approximately 90 percent. By this way, the E-Mails are ranked according to interest and priority of the user.

References
  1. Yirong Shen and Jing Jiang. "Improving the Performance of Naive Baye's for Text Classification". CS224N Spring 2003
  2. Daphne Koller, Mehran Sahami, Gates Building Computer Science Department Stanford University, "Hierarchically classifying documents using few words", Machine Learning International Workshop, 1997.
  3. Andrew McCallum, Kamal Nigam "Comparison of Event Classification for event models for text classification", AAAI-98 Workshop on Learning for Text Categorization, 1998.
  4. Michael Woolridge, Nicholas R. Jennings "Intelligent Agents: Theory and practice" submitted to Knowledge Engineering Review, 1995.
  5. Mehran Sahami, Susan Dumais, David Heckerman, Eric Horvitz, "A Bayesian Approach to filtering Junk E-mail" ,AAAI-98 Workshop on learning for Text Categorization, 1998.
  6. Stuart J. Russell and Peter Norvig. Artificial Intelligence: A Modern Approach 2003.
  7. Gregory Grefensette, Pasi Tapaninian, "Problems of Tokenization" Rank Xerox Research Center, Grenoble Laboratory, France, 1994.
  8. www. fipa. org
  9. http://jade. tilab. com
  10. www. intelligent-agents. com AUTHOR'S PROFILE Mr. S. Balakrishnan is pursuing his Ph. D program at Bharth University (BIHER), Chennai. He completed his M. E degree at Sathyabama University, Chennai in Computer Science & Engineering and his B. E at Manonmanium Sundarnar University, Tirunelveli, and Tamilnadu in Computer Science and Engineering in the year 2000. He has 12 years of experience in teaching Computer Science subjects in various engineering colleges and he is currently working as
Index Terms

Computer Science
Information Sciences

Keywords

Intelligent Agent Tokenization E-Commerce Artificial Intelligence