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Context-Based Navigational Support in Hypermedia

  • Conference paper
Adaptive Hypermedia and Adaptive Web-Based Systems (AH 2006)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 4018))

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Abstract

In this paper, we present the system “DAWN” (direction anticipation in web navigation) that helps users to navigate through the world wide web. Firstly, the purpose of such a system and the approach taken are motivated. We then point out relations to other approaches, describe the system and outline the underlying prediction model. Evaluation on real world data gave promising results.

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References

  1. Lieberman, H.: Letizia: An Agent That Assists Web Browsing. IJCAI (1995)

    Google Scholar 

  2. Joachims, T., Freitag, D., Mitchell, T.: WebWatcher: A Tour Guide for the World Wide Web. In: IJCAI 1997 (1997)

    Google Scholar 

  3. Chen, L., Sycara, K.: WebMate: A Personal Agent for Browsing and Searching. In: Proc. 2nd Intl. Conf. on Auton. Agents and Multi Agent Sys., AGENTS 1998 (1998)

    Google Scholar 

  4. Jaczynski, M., Trousse, B.: Broadway, A Case-Based Browsing Advisor for the Web. In: Nikolaou, C., Stephanidis, C. (eds.) ECDL 1998. LNCS, vol. 1513, p. 697. Springer, Heidelberg (1998)

    Chapter  Google Scholar 

  5. Mladenic, D.: Machine learning used by Personal WebWatcher. In: Proc. of ACAI 1999 Workshop on Machine Learning and Intelligent Agents (1999)

    Google Scholar 

  6. Sarukkai, R.: Link Prediction and Path Analysis using Markov Chains. Computer Networks 33, 337–386 (2000)

    Article  Google Scholar 

  7. Anderson, C., Domingos, P., Weld, D.: Relational Markov Models and their Application to adaptive Web Navigation. In: Proc. 8th ACM SIGKDD Intl. Conf. on Knowl. Discovery and Data Mining 2004 (2004)

    Google Scholar 

  8. Zhu, J., Hong, J., Hughes, J.: Using Markov Chains for Link Prediction in Adaptive Web Sites. In: SoftWare 2002: Comp. in an Imperfect World: 1st Intl. Conf. 2002 (2002)

    Google Scholar 

  9. Cadez, I., Heckerman, D., Meek, C., Smyth, D., White, S.: Model-Based Clustering and Visualization of Navigation Patterns on a Web Site. Data Min. Knowl. Discov. 7, 399–424 (2003)

    Article  MathSciNet  Google Scholar 

  10. Borges, J., Levene, M.: A Clustering-Based Approach for Modelling User Navigation with Increased Accuracy. In: Proc. of the 2nd Intl. Workshop on Knowl. Discovery from Data Streams (IWKDDS) & PKDD 2005 (2005)

    Google Scholar 

  11. Cooley, R., Mobasher, B., Srivastava, J.: Data Preparation for Mining World Wide Web Browsing Patterns. Knowl. and Information Sys. 1(1), 5–32 (1999)

    Google Scholar 

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Author information

Authors and Affiliations

  1. Institut für Wissens- und Sprachverarbeitung, Fakultät für Informatik, Otto-von-Guericke-Universität Magdeburg, D-39106, Magdeburg, Germany

    Sebastian Stober & Andreas Nürnberger

Authors
  1. Sebastian Stober
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  2. Andreas Nürnberger
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Editor information

Editors and Affiliations

  1. Knowledge and Data Engineering Group, Trinity College Dublin, Dublin, Ireland

    Vincent P. Wade

  2. School of Computer and Information Science, University of South Australia, Australia

    Helen Ashman

  3. Adaptive Information Cluster, School of Computer Science & Informatics, University College Dublin, Ireland

    Barry Smyth

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© 2006 Springer-Verlag Berlin Heidelberg

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Stober, S., Nürnberger, A. (2006). Context-Based Navigational Support in Hypermedia. In: Wade, V.P., Ashman, H., Smyth, B. (eds) Adaptive Hypermedia and Adaptive Web-Based Systems. AH 2006. Lecture Notes in Computer Science, vol 4018. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11768012_43

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  • DOI: https://doi.org/10.1007/11768012_43

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-34696-8

  • Online ISBN: 978-3-540-34697-5

  • eBook Packages: Computer ScienceComputer Science (R0)

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