Skip to main content

Combining Interface Agents and Situated Agents for Deploying Adaptive Web Applications

  • Conference paper
Engineering Environment-Mediated Multi-Agent Systems (EEMMAS 2007)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 5049))

Abstract

A web site presents a graph–like spatial structure composed of pages connected by hyperlinks. This structure may represent an environment in which situated agents associated to visitors of the web site (user agents) are positioned and moved in order to monitor their navigation. This paper presents a heterogeneous multi-agent system supporting the collection of information related to user’s behaviour in a web site by specific situated reactive user agents. The acquired information is then exploited by interface agents supporting advanced adaptive functionalities based on the history of user’s movement in the web site environment. Interface agents also interact with user agents to acquire information on other visitors of the web site and to support a context aware form of interaction among web site visitors.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Perkowitz, M., Etzioni, O.: Adaptive Web Sites: an AI Challenge. In: Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence (IJCAI 1997), pp. 16–23 (1997)

    Google Scholar 

  2. Weyns, D., Parunak, H.V.D., Michel, F., Holvoet, T., Ferber, J.: Environments for Multiagent Systems State-of-the-Art and Research Challenges. In: Weyns, D., Van Dyke Parunak, H., Michel, F. (eds.) E4MAS 2004. LNCS (LNAI), vol. 3374, pp. 1–47. Springer, Heidelberg (2005)

    Google Scholar 

  3. Weyns, D., Holvoet, T.: Model for Simultaneous Actions in Situated Multi-Agent Systems. In: Schillo, M., Klusch, M., Müller, J., Tianfield, H. (eds.) MATES 2003. LNCS (LNAI), vol. 2831, pp. 105–119. Springer, Heidelberg (2003)

    Google Scholar 

  4. Mamei, M., Zambonelli, F., Leonardi, L.: Co-Fields: Towards a Unifying Approach to the Engineering of Swarm Intelligent Systems. In: Petta, P., Tolksdorf, R., Zambonelli, F. (eds.) ESAW 2002. LNCS (LNAI), vol. 2577, pp. 68–81. Springer, Heidelberg (2003)

    Chapter  Google Scholar 

  5. Hadeli, K., Valckenaers, P., Zamfirescu, C., Brussel, H.V., Germain, B.S., Hoelvoet, T., Steegmans, E.: Self-Organising in Multi-Agent Coordination and Control Using Stigmergy. In: Di Marzo Serugendo, G., Karageorgos, A., Rana, O.F., Zambonelli, F. (eds.) ESOA 2003. LNCS (LNAI), vol. 2977, pp. 105–123. Springer, Heidelberg (2004)

    Google Scholar 

  6. Bandini, S., Manzoni, S., Simone, C.: Dealing with Space in Multi–Agent Systems: a Model for Situated MAS. In: Proceedings of the first international joint conference on Autonomous agents and multiagent systems, pp. 1183–1190. ACM Press, New York (2002)

    Chapter  Google Scholar 

  7. Bandini, S., Manzoni, S., Vizzari, G.: Towards a Platform for Multilayered Multi Agent Situated System Based Simulations: Focusing on Field Diffusion. Applied Artificial Intelligence 20(2-4), 327–351 (2006)

    Article  Google Scholar 

  8. Bonomi, A., Sarini, M., Vizzari, G.: A heterogeneous multi-agent system for adaptive web applications. In: De Paoli, F., Di Stefano, A., Omicini, A., Santoro, C. (eds.) WOA 2006 – Grid, P2P and Self– Systems. CEUR Workshop Proceedings, vol. 204, pp. 66–75 (2006)

    Google Scholar 

  9. Claypool, M., Le, P., Waseda, M., Brown, D.: Implicit Interest Indicators. In: Intelligent User Interfaces, pp. 33–40 (2001)

    Google Scholar 

  10. Pazzani, M.J., Billsus, D.: Adaptive Web Site Agents. Autonomous Agents and Multi-Agent Systems 5(2), 205–218 (2002)

    Article  Google Scholar 

  11. Lieberman, H.: Letizia: An agent that assists web browsing. In: Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, IJCAI 1995, pp. 924–929. Morgan Kaufmann, San Mateo (1995)

    Google Scholar 

  12. Wexelblat, A., Maes, P.: Footprints: History-Rich Tools for Information Foraging. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 270–277. ACM Press, New York (1999)

    Google Scholar 

  13. Ricci, A., Omicini, V.M., Gardelli, L., Oliva, E.: Cognitive Stigmergy: a Framework Based on Agents and Artifacts. In: Weyns, D., Van Dyke Parunak, H., Michel, F. (eds.) E4MAS 2006. LNCS (LNAI), vol. 4389, pp. 44–60. Springer, Heidelberg (2007)

    Google Scholar 

  14. Theraulaz, G., Bonabeau, E.: A Brief History of Stimergy. Artificial Life 5, 97–116 (1999)

    Article  Google Scholar 

  15. Perkowitz, M., Etzioni, O.: Adaptive Web Sites. Communications of the ACM 43(8), 152–158 (2000)

    Article  Google Scholar 

  16. Anderson, C.R., Domingos, P., Weld, D.S.: Adaptive Web Navigation for Wireless Devices. In: Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence (IJCAI 2001), pp. 879–884 (2001)

    Google Scholar 

  17. Bollen, J., Heylighen, F.: Algorithms for the self-organisation of distributed, multi-user networks. possible application to the future world wide web. In: Trappl, R. (ed.) Proceedings of the 13th European Meeting on Cybernetics and Systems Research, Austrian Society for Cybernetic Studies, pp. 911–916 (1996)

    Google Scholar 

  18. Kobsa, A.: Privacy-Enhanced Web Personalization In The Adaptive Web. In: Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.) Adaptive Web 2007. LNCS, vol. 4321, pp. 628–670. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  19. Bandini, S., Sarini, M., Simone, C., Vizzari, G.: WWW in the Small: Towards Sustainable Adaptivity. World Wide Web Journal 10(4), 471–501 (2007)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Danny Weyns Sven A. Brueckner Yves Demazeau

Rights and permissions

Reprints and permissions

Copyright information

© 2008 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Bonomi, A., Sarini, M., Vizzari, G. (2008). Combining Interface Agents and Situated Agents for Deploying Adaptive Web Applications. In: Weyns, D., Brueckner, S.A., Demazeau, Y. (eds) Engineering Environment-Mediated Multi-Agent Systems. EEMMAS 2007. Lecture Notes in Computer Science(), vol 5049. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-85029-8_8

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-85029-8_8

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-85028-1

  • Online ISBN: 978-3-540-85029-8

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics