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Reseach Article

Jade Agent Framework for Distributed Data Mining and Pattern Analysis

by Darshana Patel, J. S. Shah
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 178 - Number 1
Year of Publication: 2017
Authors: Darshana Patel, J. S. Shah
10.5120/ijca2017915714

Darshana Patel, J. S. Shah . Jade Agent Framework for Distributed Data Mining and Pattern Analysis. International Journal of Computer Applications. 178, 1 ( Nov 2017), 19-23. DOI=10.5120/ijca2017915714

@article{ 10.5120/ijca2017915714,
author = { Darshana Patel, J. S. Shah },
title = { Jade Agent Framework for Distributed Data Mining and Pattern Analysis },
journal = { International Journal of Computer Applications },
issue_date = { Nov 2017 },
volume = { 178 },
number = { 1 },
month = { Nov },
year = { 2017 },
issn = { 0975-8887 },
pages = { 19-23 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume178/number1/28638-2017915714/ },
doi = { 10.5120/ijca2017915714 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-07T00:49:13.269027+05:30
%A Darshana Patel
%A J. S. Shah
%T Jade Agent Framework for Distributed Data Mining and Pattern Analysis
%J International Journal of Computer Applications
%@ 0975-8887
%V 178
%N 1
%P 19-23
%D 2017
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This paper describes the role of agent in distributed data mining, comparison of various agent frameworks and also focusses on jade agent framework as a suitable framework for distributed data mining and discovery of patterns from multi agent systems. In this paper, overview of JADE architecture and basic steps to develop agents are described. The paper also focusses on implementing association rule mining algorithm- Apriori on JADE agent framework and result has been generated.

References
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  2. O. Folorunso, A. S.Sodiya, G. O. Ogunleye and A. O. Ogunde, “A Review of Some Issues and Challenges in Current Agent Based Distributed Association Rule Mining”, Medwell Journals, vol. 10, no. 2,pp.84-95,2011
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  6. Fabio Luigi Bellifemine, Giovanni Caire, Dominic Greenwood, Developing multi agent systems with JADE, ISBN: 978-0-470-05747-6 February 2007Sannella, M. J. 1994 Constraint Satisfaction and Debugging for Interactive User Interfaces. Doctoral Thesis. UMI Order Number: UMI Order No. GAX95-09398., University of Washington.
  7. Fabio Luigi Bellifemine, Giovanni Caire, Dominic Greenwood, Developing multi agent systems with JADE, ISBN: 978-0-470-05747-6 February 2007
Index Terms

Computer Science
Information Sciences

Keywords

Jade Agent Framework Distributed Data Mining Pattern Analysis