Agent-Based Provisioning of Group-Oriented Non-linear Telecommunication Services

  • Vedran Podobnik
  • Ana Petric
  • Krunoslav Trzec
  • Vedran Galetic
  • Gordan Jezic
Part of the Lecture Notes in Computer Science book series (LNCS, volume 5796)

Abstract

The future of telecommunications is directed towards creating environments aware of user preferences, mobile device capabilities and communication context. Consequently, telecommunication operators have recognized the importance of dynamic formation of user groups according to similar characteristics (i.e., user preferences, user device, communication context, etc.). In this paper, we propose an agent-based solution that supports provisioning of group-oriented telecommunication services by applying ontology-based user profiling as well as semantic clustering techniques. Furthermore, proof-of-concept group-oriented service is presented.

Keywords

Intelligent Software Agents Group-oriented Service Semantic Clustering Ontology-based User Profiles 

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References

  1. 1.
    Podobnik, V., Lovrek, I.: Multi-Agent System for Automation of B2C Processes in the Future Internet. In: 27th IEEE Conference on Computer Communications (INFOCOM) Workshops, pp. 1–4. IEEE Press, Phoenix (2008)Google Scholar
  2. 2.
    Ackoff, R.L.: From Data to Wisdom. Journal of Applied System Analysis 16, 3–9 (1989)Google Scholar
  3. 3.
    Knightson, K., Morita, N., Towle, T.: NGN architecture: generic principles, functional architecture, and implementation. IEEE Communications Magazine 43(10), 49–56 (2006)CrossRefGoogle Scholar
  4. 4.
    Feijoo, C., et al.: The emergence of IP interactive multimedia services and the evolution of the traditional audiovisual public service regulatory approach. Telematics and Informatics 24(4), 272–284 (2007)CrossRefGoogle Scholar
  5. 5.
    Grimnes, G.A., Edwards, P., Preece, A.: Instance based clustering of semantic web resources. In: Bechhofer, S., Hauswirth, M., Hoffmann, J., Koubarakis, M. (eds.) ESWC 2008. LNCS, vol. 5021, pp. 303–317. Springer, Heidelberg (2008)CrossRefGoogle Scholar
  6. 6.
    Dietze, S., Gugliotta, A., Domingue, J.: Conceptual Situation Spaces for Semantic Situation-Driven Processes. In: Bechhofer, S., Hauswirth, M., Hoffmann, J., Koubarakis, M. (eds.) ESWC 2008. LNCS, vol. 5021, pp. 599–613. Springer, Heidelberg (2008)CrossRefGoogle Scholar
  7. 7.
    Bonnin, J., Lassoued, I., Hamouda, Z.B.: Automatic multi-interface management through profile handling. Mobile Networks and Applications 14(1), 4–17 (2009)CrossRefGoogle Scholar
  8. 8.
    Frkovic, F., Podobnik, V., Trzec, K., Jezic, G.: Agent-based user personalization using context-aware semantic reasoning. In: Lovrek, I., Howlett, R.J., Jain, L.C. (eds.) KES 2008, Part I. LNCS (LNAI), vol. 5177, pp. 166–173. Springer, Heidelberg (2008)CrossRefGoogle Scholar
  9. 9.
    Trzec, K., Lovrek, I., Mikac, B.: Agent behaviour in double auction electronic market for communication resources. In: Gabrys, B., Howlett, R.J., Jain, L.C. (eds.) KES 2006. LNCS (LNAI), vol. 4251, pp. 318–325. Springer, Heidelberg (2006)CrossRefGoogle Scholar
  10. 10.
    Podobnik, V., Petric, A., Trzec, K., Jezic, G.: Software Agents in New Generation Networks: Towards the Automation of Telecom Processes. In: Jain, L.C., Nguyen, N.T. (eds.) Knowledge Processing and Decision Making in Agent-Based Systems, pp. 71–99. Springer, Heidelberg (2009)CrossRefGoogle Scholar
  11. 11.
    Antoniou, G., van Harmelen, F.: Semantic Web Primer. MIT Press, Cambridge (2004)Google Scholar
  12. 12.
    Walton, C.: Agency and the Semantic Web. Oxford University Press, New York (2007)MATHGoogle Scholar
  13. 13.
    Grimm, S., Motik, B.: Closed World Reasoning in the Semantic Web through Epistemic Operators. In: 1st OWL: Experiences and Directions Workshop (OWLED), Galway (2005)Google Scholar
  14. 14.
    Broekstra, J., Kampman, A., van Harmelen, F.: Sesame: A Generic Architecture for Storing and Querying RDF and RDF Schema. In: Horrocks, I., Hendler, J. (eds.) ISWC 2002. LNCS, vol. 2342, pp. 54–68. Springer, Heidelberg (2002)CrossRefGoogle Scholar
  15. 15.
    Kiryakov, A., Ognyanov, D., Manov, D.: OWLIM – A pragmatic semantic repository for OWL. In: Dean, M., Guo, Y., Jun, W., Kaschek, R., Krishnaswamy, S., Pan, Z., Sheng, Q.Z. (eds.) WISE 2005 Workshops. LNCS, vol. 3807, pp. 182–192. Springer, Heidelberg (2005)CrossRefGoogle Scholar
  16. 16.
    Wei, C.P., Hu, P.J.-H., Kung, L., Tan, J.: E-Health Intelligence: A Multiple-Level Approach for E-Health Data Mining. In: Tan, J. (ed.) E-Health Care Information Systems: An Introduction for Students and Professionals, pp. 330–351. Wiley, San Francisco (2005)Google Scholar
  17. 17.
    Nwana, H.S.: Software Agents: An Overview. Knowledge and Engineering Review 11(3), 205–244 (1996)CrossRefGoogle Scholar
  18. 18.
    Petric, A., Podobnik, V., Jezic, G.: The crocodileAgent: Designing a robust trading agent for volatile E-market conditions. In: Nguyen, N.T., Grzech, A., Howlett, R.J., Jain, L.C. (eds.) KES-AMSTA 2007. LNCS (LNAI), vol. 4496, pp. 597–606. Springer, Heidelberg (2007)CrossRefGoogle Scholar
  19. 19.
    Berners-Lee, T., Fischetti, M.: Weaving the Web. Harper San Francisco, New York (1999)Google Scholar
  20. 20.
    ITU-T Recommendation Y.2001: General Overview of NGN (2004) Google Scholar
  21. 21.
    ITU-T Recommendation Y.2011: General principles and general reference model for Next Generation Networks (2004) Google Scholar
  22. 22.
    Petric, A., et al.: An Agent Based System for Business-driven Service Provisioning. In: AAAI 2007 Workshop on Configuration, pp. 25–30. AAAI Press, Vancouver (2007)Google Scholar
  23. 23.
    Petric, A., et al.: Agent-Based Support for Context-Aware Provisioning of IMS-Enabled Ubiquitous Services. In: AAMAS 2009 Service-Oriented Computing: Agents, Semantics, and Engineering workshop (SOCASE), pp. 22–28. AAMAS, Budapest (2009)Google Scholar
  24. 24.
    Cattelan, R.G., He, S., Kirovski, D.: Prototyping a novel platform for free-trade of digital content. In: 12th Brazilian Symposium on Multimedia and the Web (WebMedia), pp. 79–88. ACM, Natal (2006)CrossRefGoogle Scholar
  25. 25.
    Kusek, M., et al.: Mobile agent based software operation and maintenance. In: 7th International Conference on Telecommunications (ConTEL), pp. 601–608. IEEE, Zagreb (2003)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2009

Authors and Affiliations

  • Vedran Podobnik
    • 1
  • Ana Petric
    • 1
  • Krunoslav Trzec
    • 2
  • Vedran Galetic
    • 2
  • Gordan Jezic
    • 1
  1. 1.Faculty of Electrical Engineering and ComputingUniversity of ZagrebCroatia
  2. 2.Ericsson Nikola TeslaCroatia

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