Authoritative sources in a hyperlinked environment
Journal of the ACM (JACM)
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Computer
Web Intelligence
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IEEE Transactions on Knowledge and Data Engineering
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WI '03 Proceedings of the 2003 IEEE/WIC International Conference on Web Intelligence
SIAM Journal on Discrete Mathematics
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IEEE Transactions on Knowledge and Data Engineering
A Web Surfer Model Incorporating Topic Continuity
IEEE Transactions on Knowledge and Data Engineering
Automatic Fragment Detection in Dynamic Web Pages and Its Impact on Caching
IEEE Transactions on Knowledge and Data Engineering
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WI '05 Proceedings of the 2005 IEEE/WIC/ACM International Conference on Web Intelligence
WI '05 Proceedings of the 2005 IEEE/WIC/ACM International Conference on Web Intelligence
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Communications of the ACM - Emergency response information systems: emerging trends and technologies
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IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
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A novel web surfer model, where the transition probabilities are fuzzy quantities, is proposed in this article. Based on the theory of Fuzzy Markov Chains, we introduce FuzzRank, which is the counterpart of PageRank. Apart from discussing the theoretical aspects of fuzzy surfer models and FuzzRank, we have also compared its ranking, convergence and robustness properties with PageRank. Extensive experimental results and a detailed example depict the advantages of FuzzRank over PageRank.