Ontia iJADE: An Intelligent Ontology-Based Agent Framework for Semantic Web Service (original) (raw)

Abstract

The Internet becomes part of our lives. Users can access different kinds of information through the Internet. However, the exponential growth of the Internet led to a great problem: difficult to locate relevant information. The Semantic Web is an extension of the current web system in which information is organized in a well-defined manner and for enabling computers and people to work in cooperation. Agent technology gives a new way to this intelligent web system. In this paper, we proposed an innovative agent platform – Ontia iJADE which supports the Semantic Web Service. Ontia iJADE contains an ontology Server known as intelligent Java-based ontology Server (IJAOS), which stores and manages the ontology information for agents to share and reuse.

Preview

Unable to display preview. Download preview PDF.

We’re sorry, something doesn't seem to be working properly.

Please try refreshing the page. If that doesn't work, please contact support so we can address the problem.

References

  1. AuctionBot: http://auction2.eecs.umich.edu/auction/
  2. Grenesereth, M.R., Nillsson, N.J.: Logical Foundation of Artificial Intelligence. Morgan Kaufmann, California (1987)
    Google Scholar
  3. Fensel, D., Musen, M.: The Semantic Web: A Brain for Humankind. IEEE Intelligent Systems (March/April 2001)
    Google Scholar
  4. Haruechaiyasak, C., Shyu, M.-L., Chen, S.-C.: Web Document Classification Based on Fuzzy Association. In: Proceedings. 26th Annual International Computer Software and Applications Conference, pp. 487–492 (2002)
    Google Scholar
  5. Web Directory Sizes: http://searchenginewatch.com/reports/directories.html
  6. Lin, S.-H., Chen, M.C., Ho, J.-M., Huang, Y.-M.: ACIRD: Intelligent Internet Document Organization and Retrieval. IEEE Transactions on Knowledge and Data Engineering 14(3), 599–614 (2002)
    Article Google Scholar
  7. Peng, Z., Choi, B.: Automatic Web Page Classification in a Dynamic and Hierarchical Way. In: Proceeding of IEEE International Conference on Data Mining, 2002. ICDM 2002, pp. 386–393 (2002)
    Google Scholar
  8. Jenkins, C., Inman, D.: Adaptive Automatic Classification on the Web. In: Proceeding of the 11th International Workshop on Database and Expert Systems Applications, pp. 504–511 (2000)
    Google Scholar
  9. Prabowo, R., Jackson, M., Burden, P., Knoell, H.-D.: ontology-Based Automatic Classification for the Web Pages: Design, Implementation and Evaluation. In: Proceedings of the 3rd International Conference on Web Information System Engineering (WISE 2002), pp. 182–191 (2002)
    Google Scholar
  10. Rotshtein, A., Katelnikov, D.: Design and Tuning of Fuzzy If – Then Rules for Automatic Classification. In: Conference of the North American on Fuzzy Information Processing Society - NAFIPS, pp. 50–54 (1998)
    Google Scholar
  11. Weihua, L.: Ontology Supported Intelligent Information Agent. In: Proceedings on the First International IEEE Symposium on Intelligent Systems, vol. 1, pp. 383–387 (2002)
    Google Scholar
  12. Guarino, N., Carrara, M., Giaretta, P.: An ontology of Meta-Level Categories. In: Proceedings of the Fourth International Conference of Knowledge Representation, pp. 270–280 (1994)
    Google Scholar
  13. Guarino, N.: Formal ontology in Information Systems. In: Proceedings of Formal Ontology in Information Systems, pp. 3–15 (1998)
    Google Scholar
  14. Gruber, T.R.: Toward Principles for the Design of ontologies used for Knowledge Sharing. International Journal of Human and Computer Studies 43(5), 907–928 (1993)
    Article Google Scholar
  15. van Heijst, G., Schreiber, A.T., Wielinga, B.J.: Using explicit ontologies in KBS development. International Journal of Human and Computer Studies 46(2/3), 183–292 (1997)
    MATH Google Scholar
  16. Maedche, A., Staab, S.: ontology Learning for Semantic Web. IEEE Intelligent Systems 16(2), 72–79 (2001)
    Article Google Scholar
  17. Hunter, J.: Enhancing the Semantic Interoperability of Multimedia Through a Core Ontology. IEEE Trans. On Circuits and Systems for Video Technology 13(1), 49–58 (2003)
    Article Google Scholar
  18. Khedr, M., Karmouch, A.: Negotiating Context Information in Context Aware Systems. IEEE Intelligent Systems 4, 21–29 (2004)
    Article Google Scholar
  19. Susperregi, L., Maurtua, I., Tubio, C., Segovia, I., Perez, M.A., Sierra, B.: Context aware agents for Ambient Intelligence in Manufacturing at Tekniker. AgentLink Newsletter 18, 28–30 (2005)
    Google Scholar
  20. Hagras, H., Callaghan, V., Colley, M., Clarke, G., Pounds-Cornish, A., Duman, H.: Creating an Ambient-Intelligence Environment Using Embedded Agents. IEEE Intelligent Systems 4, 12–20 (2004)
    Article Google Scholar
  21. Ao Ieong, T.W.H., Lam, T.H.W., Lee, A.C.M., Lee, R.S.T.: iJADE Tourist Guide: A Mobile Location-Awareness Agent-Based System for Tourist Guiding. In: Proceedings of the 9th International Conference Knowledge-Based Intelligent Information and Engineering Systems (Part I), pp. 671–677 (2005)
    Google Scholar

Download references

Author information

Authors and Affiliations

  1. Department of Computing, The Hong Kong Polytechnic University, Hong Kong
    Toby H. W. Lam & Raymond S. T. Lee

Authors

  1. Toby H. W. Lam
  2. Raymond S. T. Lee

Editor information

Editors and Affiliations

  1. School of Design, Engineering and Computing, Bournemouth University, UK
    Bogdan Gabrys
  2. Centre for SMART Systems, School of Environment and Technology, University of Brighton, BN2 4GJ, Brighton, UK
    Robert J. Howlett
  3. School of Electrical and Information Engineering, Knowledge Based Intelligent Engineering Systems Centre, University of South Australia, SA, 5095, Mawson Lakes, Australia
    Lakhmi C. Jain

Rights and permissions

© 2006 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Lam, T.H.W., Lee, R.S.T. (2006). Ontia iJADE: An Intelligent Ontology-Based Agent Framework for Semantic Web Service. In: Gabrys, B., Howlett, R.J., Jain, L.C. (eds) Knowledge-Based Intelligent Information and Engineering Systems. KES 2006. Lecture Notes in Computer Science(), vol 4252. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11893004\_82

Download citation

Keywords

These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

Publish with us