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.
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References
Balabanović, M.: An adaptive Web page recommendation service. In: Proceedings of the first International Conference on Autonomous Agents (ICAA 1997), pp. 378–385 (1997)
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)
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)
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)
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)
Malski, M.: Resolving inconsistencies in recommendation Web-based systems. In: Proceedings of the 11th System Modelling Control Conference (SMC 2005), pp. 189–194 (2005)
Nguyen, N.T.: Methods for resolving conflicts in distributed systems. Monograph, Wroclaw University of Technology Press (2002)
Nguyen, N.T.: Consensus System for Solving Conflicts in Distributed Systems. Journal of Information Sciences 147, 91–122 (2002)
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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
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DOI: https://doi.org/10.1007/11893004_32
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-46537-9
Online ISBN: 978-3-540-46539-3
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