Algorithms and Models for the Web-Graph: Fourth by William Aiello, Andrei Broder, Jeannette Janssen, Evangelos

By William Aiello, Andrei Broder, Jeannette Janssen, Evangelos Milios

This ebook includes the revised papers of the Fourth foreign Workshop on Algorithms and versions for the Web-Graph. It covers quite a lot of issues within the research of the Web-graph similar to algorithms, PageRank research and computational in addition to clustering.

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Additional resources for Algorithms and Models for the Web-Graph: Fourth International Workshop, WAW 2006, Banff, Canada, November 30 - December 1, 2006. Revised Papers

Example text

R where R ∼ Gn,1-out is studied primarily to The random graph G = G illustrate the central technique of this paper, although it is a reasonably small perturbation. On average it changes the degree of every vertex by 2. Perturbed graph 2 (P2 ): In the context of studying the effects of randomness in complex networks without making drastic assumptions about the distribution of the randomness, it would be better to use a perturbation that does not change the base graph as much as a 1-out does.

In: Leonardi, S. ) WAW 2004. LNCS, vol. 3243, pp. 19–30. Springer, Heidelberg (2004) 8. : The small-world phenomenon: An algorithm perspective. In: Proceedings of the Thiry-Second Annual ACM Symposium on Theory of Computing, New York, pp. 163–170. ACM Press, New York (2000) 9. : The diameter of long-range percolation clusters on finite cycles. Random Structures Algorithms 19(2), 102–111 (2001) 10. : The diameter of a long-range percolation graph. Random Structures Algorithms 21(1), 1–13 (2002) 11.

Inform. and Comput. 82(1), 93–133 (1989) 17. : Bounds on the L2 spectrum for Markov chains and Markov processes: A generalization of Cheeger’s inequality. Trans. Amer. Math. Soc. 309(2), 557–580 (1988) 18. : The eigenvalues of random symmetric matrices. Combinatorica 1(3), 233–241 (1981) 19. : On the second eigenvalue of random regular graphs. In: Proceedings of the Twenth-First Annual ACM Symposium on Theory of Computing, pp. 587–598. ACM Press, New York (1989) 20. : A spectral technique for coloring random 3-colorable graphs.

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