CFP last date
22 April 2024
Reseach Article

Scrutinizing Web Mining Technology and Multi Agent Systems into Intelligent Information Retrieval System (IIRS)

by Vijay Karan Singh Anand, Jagjit Singh, Harmeet Singh Saimbhi
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 126 - Number 13
Year of Publication: 2015
Authors: Vijay Karan Singh Anand, Jagjit Singh, Harmeet Singh Saimbhi
10.5120/ijca2015906193

Vijay Karan Singh Anand, Jagjit Singh, Harmeet Singh Saimbhi . Scrutinizing Web Mining Technology and Multi Agent Systems into Intelligent Information Retrieval System (IIRS). International Journal of Computer Applications. 126, 13 ( September 2015), 17-20. DOI=10.5120/ijca2015906193

@article{ 10.5120/ijca2015906193,
author = { Vijay Karan Singh Anand, Jagjit Singh, Harmeet Singh Saimbhi },
title = { Scrutinizing Web Mining Technology and Multi Agent Systems into Intelligent Information Retrieval System (IIRS) },
journal = { International Journal of Computer Applications },
issue_date = { September 2015 },
volume = { 126 },
number = { 13 },
month = { September },
year = { 2015 },
issn = { 0975-8887 },
pages = { 17-20 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume126/number13/22611-2015906193/ },
doi = { 10.5120/ijca2015906193 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:17:21.469468+05:30
%A Vijay Karan Singh Anand
%A Jagjit Singh
%A Harmeet Singh Saimbhi
%T Scrutinizing Web Mining Technology and Multi Agent Systems into Intelligent Information Retrieval System (IIRS)
%J International Journal of Computer Applications
%@ 0975-8887
%V 126
%N 13
%P 17-20
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Users get muddled while searching for specific documents on web. Retrieving relevant information from reservoir of documents is a cumbersome task. It is like finding a pixel of image from big picture gallery. Web mining is one of technologies that uses concept of data mining to explore useful prefatory patterns and relevant information on a given domain. The paper describes the use of web based content mining technology that in incorporates role of multi agent systems to perform an intelligent search. In addition to this, an information retrieval (IR) system has been proposed that helps in deducing various inferences by interacting with agents and recording their behavior. This multi agent system (MAS) design can be implemented by using JADE (Java Agent Development Environment)

References
  1. Gagandeep Singh Narula et.al. “Implementation of Data Mining in online shopping system using TANAGRA tool”, “International Journal of Computer Science and Engineering (IJCSE), Vol.2 Issue 1, ISSN 2278-9960”, Feb 2013, pp 47-58
  2. J. Mayfield, “Ontologies and text retrieval”, “Knowledge Engineering Review”, 2007.
  3. Vishal Jain, Gagandeep Singh, Dr. Mayank Singh, “Implementation of Multi Agent Systems with ontology in Data Mining”, “International Journal Of Research In Computer Application & Management (IJRCM), Vol. No. 3, Issue No.1 ISSN 2231-1009”, January 2013, pp 111-117
  4. Xinlin Zhang, Xiangdong Yin, ‘ Design of an Information Intelligent System based on Web Data Mining’ ,International Conference on Computer Science and Information Technology 2008.
  5. WangBin, LiuZhijing, , ‘ Web Mining Research’ , International Conference On Computational Intelligence and Multimedia Applications, IEEE (2003).
  6. Gagandeep Singh et.al., “An Approach For Information Extraction using Jade: A Case Study”, ‘Journal of Global Research In Computer Science (JGRCS)’, Vol.4 No. 4, April 2013, page no. 186-191, ISSN No. 2229-371X
  7. James Huamonte, Kevin Smith, ‘The Use of Roles to Model Agent Behaviors for Model Driven Architecture’, 2005 IEEE.
  8. Dhanashree S. Deshpande, “A Survey on Web Data Mining Applications”, “International Journal of Computer Applications (IJCA), ETCSIT- Number 3”, 2012.
  9. M. Preethi, Dr. J. Akilandeswari, “Combining Retrieval with Ontology Browsing”, “International Journal of Internet Computing (IJIC), Vol.1, Issue-1”, 2011.
  10. Kobkul, Gareth Clayton and Phayung Meesad, “A Hybrid System based on Multi Agent System in the Data Preprocessing Stage”, International Journal of Computer Science and Information Security (IJCSIS), Vol.7, Issue 2, pp 199-202, 2010
  11. O. Wrobel, A. Hui, J.M. Joller, “Data Mining for Ontology Building: Semantic Web Overview”, “Diploma Thesis- Department of Computer Science WS2002/2003, Nanyang Technological University
  12. Amir Hussain et.al., “Agent based computing from multi agent systems to agent based models: a visual survey”, Springer Scientometrics, 89(2), 479-499, 2011.
  13. Jin Oh et.al., “Distributed Intelligent Microgrid control using multi agent systems”, (http://www.SciRP.org/journal/eng), 2013
Index Terms

Computer Science
Information Sciences

Keywords

Web mining Data mining Multi Agent Systems (MAS) Deductive databases and JADE.