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Neural Network and GA based Intelligent B2B Negotiation System

by Alexander T, E. Kirubakaran
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 68 - Number 17
Year of Publication: 2013
Authors: Alexander T, E. Kirubakaran
10.5120/11668-7264

Alexander T, E. Kirubakaran . Neural Network and GA based Intelligent B2B Negotiation System. International Journal of Computer Applications. 68, 17 ( April 2013), 1-6. DOI=10.5120/11668-7264

@article{ 10.5120/11668-7264,
author = { Alexander T, E. Kirubakaran },
title = { Neural Network and GA based Intelligent B2B Negotiation System },
journal = { International Journal of Computer Applications },
issue_date = { April 2013 },
volume = { 68 },
number = { 17 },
month = { April },
year = { 2013 },
issn = { 0975-8887 },
pages = { 1-6 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume68/number17/11668-7264/ },
doi = { 10.5120/11668-7264 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:28:05.187593+05:30
%A Alexander T
%A E. Kirubakaran
%T Neural Network and GA based Intelligent B2B Negotiation System
%J International Journal of Computer Applications
%@ 0975-8887
%V 68
%N 17
%P 1-6
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

E-commerce has become one of the most important aspects of today's buying and selling process. Due to the large number of transactions performed online, there arises a need for intelligent support tools to improve the efficiency in performing these transactions. According to the BBT business model, negotiation plays an important part in B2B e-commerce. Web services play a major role in performing the negotiations. Here a two phase system is proposed that helps in appropriate web service discovery and service analysis and finally provides the user with a set of workflows that are appropriate for the current user. A neural network based analyzer is used in the discovery phase, which helps in selecting the appropriate web service. Finally, the GA based analyzer is used for resolving the final k best workflows.

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Index Terms

Computer Science
Information Sciences

Keywords

Automated negotiations E-commerce web services neural networks

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