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Automatic search for information using multi-agent system


G.S. Ivanova – Dr. Sc. (Eng.), Professor, Bauman Moscow State Technical University A.M. Andreev – Ph. D. (Eng.), Associate Professor, Bauman Moscow State Technical University V.I. Nefedov – Dr. Sc. (Eng.), Head of Department, MIREA (Moscow) M.A. Shouman – Post-graduate Student, MIREA (Moscow) E.V. Egorova – Ph. D. (Eng.), Associate Professor, MIREA (Moscow). Е-mail:

The World Wide Web offers a growing amount of information and data coming from different and heterogeneous sources. In recent times, the vast amount of textual information available in electronic form is growing at staggering rate. This increasing number of textual data has led to the task of mining useful or interesting frequent item sets (words/terms) from very large text databases and still it seems to be quite challenging. Problem solving solutions like Multi-Agent System (MAS) capitalizes on its multiple intelligent agents to receive precepts from the environment, process the information and produce the desired result for the environment.


  1. Doyle Lauren, Joseph Becker. Information Retrieval and Processing. Melville. 1975.
  2. Youssef Bassil A Survey on Information Retrieval, Text Categorization and Web Crawling // Journal of Computer Science & Research (JCSCR). 2012. V. 1. № 6. P. 1−11.
  3. Chhavi Rana. A Study of Web Usage Mining Research Tools // Int. J. Advanced Networking and Applications. 2012. V. 3. № 6. P. 1422−1429.
  4. Bailey S., Grossman R., Sivakumar H., Turinsky A. Papyrus a system for data mining over local and wide area clusters and super-clusters // In Proceedings of the Conference on Supercomputing. ACM Press. 1999. P. 50−63.
  5. Balter J., Labarre-Vila A., Zibelin D., Garbay C. A Platform Integrating Knowledge and Data Management for EMG Studies // In Proceedings of the Artificial Intelligence in Medicine. 2001. P. 417−420.
  6. Bellifemine F.L., Caire G., Greenwood D. Developing «Multi-Agent Systems with JADE» // Wiley Series in Agent Technology. 2007.
  7. Woolridge M. Introduction to Multiagent Systems // John Wiley and Sons, Inc. 2001.
  8. Sheth B.andMaes P. Evolving agents for personalized information filtering // 9th Conference on Artificial Intelligence for Applications (CAIA-93). 2003. P. 345−352.
  9. Lieberman H. Letizia: An agent that assists web browsing // Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence (IJCAI-95), Montreal, Quebec, Canada, 1995. Morgan Kaufmann publishers Inc.: San Mateo, CA, USA. 1995. P. 924−929.
  10. Armstrong R., Freitag D., Joachims T., Mitchell T. Webwatcher: A learning apprentice for the world wide web // AAAI Spring Symposium on Information Gathering. 1995. P. 6−12.
  11. Etzioni O., Weld D. Intelligent agents on the internet: fact. fiction and forecast // IEEE Expert. 1995. V. 10(4). P. 44−49.
  12. Bleyer M. Multi-Agent Systems for Information Retrieval on the World Wide Web. Diploma Thesis. University of Ulm. Germany. 1998.
  13. Jirapanthong W., Sunetnanta T. An XML-Based Multi-Agents Model for Information Retrieval on WWW // Proceedings of the 4th National Computer Science and Engineering Conference (NCSEC2000). Bangkok. Thailand. 2000.
  14. Shaban K., Basir O., Kamel M. Team Consensus in Web Multi-agents Information Retrieval System // World Automation Congress. 2004. V. 17. P. 68−73.
  15. Etzioni O. The World-Wide Web: quagmire or gold mine? // Communications of the ACM. 1996. 39(11). P. 65−68.
  16. Joachims T., Freitag D., Mitchell T. WebWatcher: A Tour Guide for the World Wide Web // Proceedings of International Joint Conference on Artificial Intelligence (IJCAI), Morgan Kaufmann. 1997. V. 15. P. 770−777.
  17. Pant G., Srinivasan P., Menczer F.Crawling. Web Dynamics: Adapting to Change in Content, Size, Topology and Use / Edited by M. Levene and A. Poulovassilis. Springer-verilog. 2004. P. 153−178.
  18. Lovins J.B. 1968: Development of a stemming algorithm // Mechanical Translation and Computational Linguistics. 1968. V. 11. P. 22−31.
  19. Salton G., Wong A., andYang C.S. A Vector Space Model for Automatic Indexing // Communications of the ACM. 1975. V. 18. № 11. P. 613−620.
  20. Manning C.D., Raghavan P., Schütze H. Introduction to Information Retrieval. Cambridge University Press. 2008.
  21. Nikolaev V.S., Onykijj B.N., Sokolina K.A., Ushmarov I.A. Agentnoe skanirovanie mirovykh internet-resursov po estestvennonauchnym i tekhnologicheskim napravlenijam // Sistemy vysokojj dostupnosti. 2014. № 2.


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