An Algorithm for Inconsistency Resolving in Recommendation Web-Based Systems (original) (raw)

Abstract

This paper presents a consensus-based algorithm for resolving inconsistency in Web-based recommendation systems. In such systems it is possible that a user have his own usage path (the way of usage of the system) and system can recommend individual usage path for new user. The problem of determining a new path for a new user is the subject of this paper. An algorithm for solving this problem will be described below and some results of the experiments with this algorithm will be presented.

Preview

Unable to display preview. Download preview PDF.

Similar content being viewed by others

References

  1. Balabanović, M.: An adaptive Web page recommendation service. In: Proceedings of the first International Conference on Autonomous Agents (ICAA 1997), pp. 378–385 (1997)
    Google Scholar
  2. Bomhardt, C.: NewsRec, a SVM-driven Personal Recommendation System for News Web-sites. In: Proceedings of IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), pp. 545–548 (2004)
    Google Scholar
  3. Chiu, C.-F., Shih, T.K., Wang, Y.-H.: An Integrated Analysis Strategy and Mobile Agent Framework for Recommendation System in EC over Internet. Tamkang Journal of Science and Engineering 5(3), 159–174 (2002)
    Google Scholar
  4. Göker, M.H., Thompson, C.A.: The Adaptive Place Advisor: A Conversational Recommen-dation System. In: Proceedings of the 8th German Workshop on Case Based Reasoning, Lammerbuckel, Germany, pp. 187–198 (2000)
    Google Scholar
  5. Kuo, F.-F., Shan, M.K.: A Personalized Music Filtering System Based on Melody Style Classification. In: Second IEEE International Conference on Data Mining (ICDM 2002), pp. 649–652 (2002)
    Google Scholar
  6. Malski, M.: Resolving inconsistencies in recommendation Web-based systems. In: Proceedings of the 11th System Modelling Control Conference (SMC 2005), pp. 189–194 (2005)
    Google Scholar
  7. Nguyen, N.T.: Methods for resolving conflicts in distributed systems. Monograph, Wroclaw University of Technology Press (2002)
    Google Scholar
  8. Nguyen, N.T.: Consensus System for Solving Conflicts in Distributed Systems. Journal of Information Sciences 147, 91–122 (2002)
    Article MATH Google Scholar

Download references

Author information

Authors and Affiliations

  1. Institute of Computer Science, The State Higher Vocational School in Nysa, Grodzka 19 Street, 48-300, Nysa, Poland
    Michał Malski

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

Malski, M. (2006). An Algorithm for Inconsistency Resolving in Recommendation Web-Based Systems. 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\_32

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