Skip to main content

X-Compass: An XML Agent for Supporting User Navigation on the Web

  • Conference paper
  • First Online:
Flexible Query Answering Systems (FQAS 2002)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 2522))

Included in the following conference series:

Abstract

In this paper we present X-Compass,an XML agent for supporting a user during her/his navigation on theWeb. This agent is the result of our attempt of synthesizing, in a unique context, important guidelines currently characterizing the research in various Computer Science sectors. X-Compass constructs and handles a rather rich, even if light, user profile. This latter is, then, exploited for supporting the user in the efficient search of information of her/his interest; in this way,the proposed agent behaves as a content-based recommender system. Moreover, X-Compass is particularly suited for constructing multi-agent systems and, therefore, for implementing collaborative filtering recommendation techniques. In addition, being based on XML, X-Compass is particularly light and capable of operating on various hardware and software platforms. Finally,the exploitation of XML makes the information exchange among X-Compass agents and, therefore, the management and the exploitation of X-Compass multi-agent systems, easy .

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. G. Adomavicius and A. Tuzhilin. Using data mining methods to build customer profiles. IEEE Computer,34(2):74–82,2001.

    Google Scholar 

  2. R. Agrawal, T. Imielinski, and A. Swami. Mining association rules between sets of items in large databases. In Proc. of International Conference on Management of Data (SIGMOD’93), pages 207–216, Washington, D.C., USA, 1993. ACM Press.

    Google Scholar 

  3. R. Agrawal and R. Srikant. Mining sequential patterns. In Proc. of the International Conference on Data Engineering (ICDE’95), pages 3–14, Taipei, Taiwan, 1995. IEEE Computer Society.

    Google Scholar 

  4. A.G. Buchner and M.D. Mulvenna. Discovering internet marketing intelligence through online analytical web usage mining. SIGMOD Record,27(4):54–61,1998.

    Article  Google Scholar 

  5. L.D. Catledge and J.E. Pitkow. Characterizing browsing strategies in the worldwide web. Computer Networks and ISDN Systems, 27(6):1065–1073, 1995.

    Article  Google Scholar 

  6. Z. Galil. Efficient algorithms for finding maximum matching in graphs. ACM Computing Surveys,18:23–38,1986.

    Article  MATH  MathSciNet  Google Scholar 

  7. R.J. Glushko, J.M. Tenenbaum, and B. Meltzer. An XML framework for agentbased e-commerce. Communications of the ACM, 42(3):106–114, 1999.

    Article  Google Scholar 

  8. N.R. Jennings and M.J. Wooldrige (eds.). Agent Technology: Foundations, Applications, and Markets. Springer-Verlag, 2002.

    Google Scholar 

  9. T. Joachims. A probabilistic analysis of the rocchio algorithm with tfidf for text categorization. In Proc. of the International Conference on Machine Learning (ICML’97),pages 143–151, Nash ville, USA, 1997. Morgan Kauffman.

    Google Scholar 

  10. L. Kaufman and P.J. Rousseeuw. Findings Groups in Data: an Introduction to Cluster Analysis. John Wiley & Sons, New York,1990.

    Google Scholar 

  11. A.G. Miller. WordNet: A lexical database for english. Communications of the ACM,38(11):39–41,1995.

    Article  Google Scholar 

  12. B. Mobasher, R. Cooley,and J. Srivastava. Automatic personalization based on Web usage mining. Communications of the ACM,43(8):142–151,2000.

    Article  Google Scholar 

  13. L. Palopoli, D. Rosaci, G. Terracina,and D. Ursino. Modeling web-search scenarios exploiting user and source profiles. AI Communications,14(4):215–230,2002.

    Google Scholar 

  14. G.A. Papadopoulos. Models and technologies for the coordination of Internet agents: A survey. In Coordination of Internet Agents: Models, Technologies, and Applications,pages 25–56. Springer-Verlag, 2001.

    Google Scholar 

  15. J.S. Park and R.S. Sandhu. Secure cookies on the web. IEEE Internet Computing, 4(4):36–44,2000.

    Article  Google Scholar 

  16. M. Pazzani. A framework for collaborative, content-based and demographic filtering. Artificial Intelligence Review,13(5–6):393–408,1999.

    Article  Google Scholar 

  17. G. Salton and M.G. McGill. Introduction to Modern Information Retrieval. McGraw-Hill,1983.

    Google Scholar 

  18. U. Shardanand and P. Maes. Social information filtering:algorithms for automating ‘word of mouth’. In Proceedings of the Conference on Human Factors in Computing Systems,pages 194–201, New York, 1995. ACM Press.

    Google Scholar 

  19. J.M. Tenenbaum, T.S. Chowdhry, and K. Hughes. Eco system: An internet commerce architecture. IEEE Computer Journal,30(5):48–55,1997.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2002 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Garruzzo, S., Modafferi, S., Rosaci, D., Ursino, D. (2002). X-Compass: An XML Agent for Supporting User Navigation on the Web. In: Carbonell, J.G., Siekmann, J., Andreasen, T., Christiansen, H., Motro, A., Legind Larsen, H. (eds) Flexible Query Answering Systems. FQAS 2002. Lecture Notes in Computer Science(), vol 2522. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-36109-X_16

Download citation

  • DOI: https://doi.org/10.1007/3-540-36109-X_16

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-00074-7

  • Online ISBN: 978-3-540-36109-1

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics