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A Decentralized CF Approach Based on Cooperative Agents

  • Byeong Man Kim, Kumoh National Institute of Technology, Republic of Korea
  • Qing Li, Information & Communications University, Republic of Korea
  • Adele Howe, Colorado State University, USA

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Track: Posters

In this paper, we propose a decentralized collaborative filtering (CF) algorithm based on P2P overlay network for the autonomous agents' environment. Experiments show that our suggested agent is more scalable than traditional centralized CF filtering systems and alleviate the sparsity problem in distributed CF.

Citation

Hassan, T. and Baumgartner, R. 2006. Using graph matching techniques to wrap data from PDF documents. In Proceedings of the 15th International Conference on World Wide Web (Edinburgh, Scotland, May 23 - 26, 2006). WWW '06. ACM Press, New York, NY, 901-902.
DOI= http://doi.acm.org/10.1145/1135777.1135935

Citation

Kan, L. K., Peng, X., and King, I. 2006. A user profile-based approach for personal information access: shaping your information portfolio. In Proceedings of the 15th International Conference on World Wide Web (Edinburgh, Scotland, May 23 - 26, 2006). WWW '06. ACM Press, New York, NY, 921-922.
DOI= http://doi.acm.org/10.1145/1135777.1135945

Citation

Baeza-Yates, R. and Castillo, C. 2006. Relationship between web links and trade. In Proceedings of the 15th International Conference on World Wide Web (Edinburgh, Scotland, May 23 - 26, 2006). WWW '06. ACM Press, New York, NY, 927-928.
DOI= http://doi.acm.org/10.1145/1135777.1135948

Citation

Becchetti, L. and Castillo, C. 2006. The distribution of pageRank follows a power-law only for particular values of the damping factor. In Proceedings of the 15th International Conference on World Wide Web (Edinburgh, Scotland, May 23 - 26, 2006). WWW '06. ACM Press, New York, NY, 941-942.
DOI= http://doi.acm.org/10.1145/1135777.1135955

Citation

Poblete, B. and Baeza-Yates, R. 2006. A content and structure website mining model. In Proceedings of the 15th International Conference on World Wide Web (Edinburgh, Scotland, May 23 - 26, 2006). WWW '06. ACM Press, New York, NY, 957-958.
DOI= http://doi.acm.org/10.1145/1135777.1135963

Citation

Kim, B. M., Li, Q., and Howe, A. E. 2006. A decentralized CF approach based on cooperative agents. In Proceedings of the 15th International Conference on World Wide Web (Edinburgh, Scotland, May 23 - 26, 2006). WWW '06. ACM Press, New York, NY, 973-974.
DOI= http://doi.acm.org/10.1145/1135777.1135971

Citation

Attard, M. and Montebello, M. 2006. DoNet: a semantic domotic framework. In Proceedings of the 15th International Conference on World Wide Web (Edinburgh, Scotland, May 23 - 26, 2006). WWW '06. ACM Press, New York, NY, 997-998.
DOI= http://doi.acm.org/10.1145/1135777.1135983

Citation

O'Brien, M., Keane, M. T., and Smyth, B. 2006. Predictive modeling of first-click behavior in web-search. In Proceedings of the 15th International Conference on World Wide Web (Edinburgh, Scotland, May 23 - 26, 2006). WWW '06. ACM Press, New York, NY, 1031-1032.
DOI= http://doi.acm.org/10.1145/1135777.1136000

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