Approximating betweenness centrality

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4863 LNCS, Issue , 2007, Pages 124-137

  Bader, David A ^a   Kintali, Shiva ^a   Madduri, Kamesh ^a   Mihail, Milena ^a  

^a Georgia Institute of Technology

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE SYSTEMS; COMPUTATIONAL METHODS; GRAPH THEORY; TELECOMMUNICATION NETWORKS;

ADAPTIVE SAMPLING; BIOLOGICAL NETWORKS; REAL-WORLD GRAPHS;

APPROXIMATION ALGORITHMS;

EID: 38149071742     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-77004-6_10     Document Type: Conference Paper

References (29)

1. Sabidussi, G.: The centrality index of a graph. Psychometrika 31, 581-603 (1966)
2. Shimbel, A.: Structural parameters of communication networks. Bulletin of Mathematical Biophysics 15, 501-507 (1953)
3. Freeman, L.: A set of measures of centrality based on betweenness. Sociometry 40(1), 35-41 (1977)
4. Anthonisse, J.: The rush in a directed graph. In: Report BN9/71, Stichting Mathematisch Centrum, Amsterdam, Netherlands (1971)
5. Jeong, H., Mason, S., Barabási, A.L., Oltvai, Z.: Lethality and centrality in protein networks. Nature 411, 41-42 (2001)
6. Pinney, J., McConkey, G., Westhead, D.: Decomposition of biological networks using betweenness centrality. In: McLysaght, A., Huson, D.H. (eds.) RECOMB 2005. LNCS (LNBI), vol. 3678, Springer, Heidelberg (2005)
7. del Sol, A., Fujihashi, H., O'Meara, P.: Topology of small-world networks of proteinprotein complex structures. Bioinformatics 21(8), 1311-1315 (2005)
8. Liljeros, F., Edling, C., Amaral, L., Stanley, H., Aberg, Y.: The web of human sexual contacts. Nature 411, 907-908 (2001)
9. Krebs, V.: Mapping networks of terrorist cells. Connections 24(3), 43-52 (2002)
10. Coffman, T., Greenblatt, S., Marcus, S.: Graph-based technologies for intelligence analysis. Communications of the ACM 47(3), 45-47 (2004)
11. Buckley, N., van Alstyne, M.: Does email make white collar workers more productive? Technical report, University of Michigan (2004)
12. Cisic, D., Kesic, B., Jakomin, L.: Research of the power in the supply chain. In: International Trade, Economics Working Paper Archive EconWPA (April 2000)
13. Newman, M.: The structure and function of complex networks. SIAM Review 45(2), 167-256 (2003)
14. Girvan, M., Newman, M.: Community structure in social and biological networks. Proceedings of the National Academy of Sciences, USA 99(12), 7821-7826 (2002)
15. Brandes, U.: A faster algorithm for betweenness centrality. J. Mathematical Sociology 25(2), 163-177 (2001)
16. Bader, D., Madduri, K.: Parallel algorithms for evaluating centrality indices in realworld networks. In: ICPP. Proc. 35th Int'l Conf. on Parallel Processing, Columbus, OH, IEEE Computer Society, Los Alamitos (2006)
17. Eppstein, D., Wang, J.: Fast approximation of centrality. In: SODA 2001. Proc. 12th Ann. Symp. Discrete Algorithms, Washington, DC, pp. 228-229 (2001)
18. Brandes, U., Pich, C.: Centrality estimation in large networks. In: To appear in Intl. Journal of Bifurcation and Chaos, Special Issue on Complex Networks' Structure and Dynamics (2007)
19. Lipton, R., Naughton, J.: Estimating the size of generalized transitive closures. In: VLDB, pp. 165-171 (1989)
20. Madduri, K., Bader, D.: Small-world Network Analysis in Parallel: a toolkit for centrality analysis (2007), http://www.cc.gatech.edu/~kamesh
21. Madduri, K., Bader, D.: GTgraph: A suite of synthetic graph generators (2006), http://www.cc.gatech.edu/~kaaesh/GTgraph
22. Barabási, A.L.: Network databases (2007), http://www.nd.edu/ ~networks/resources.htm
23. Bader, D., Madduri, K.: A graph-theoretic analysis of the human protein interaction network using multicore parallel algorithms. In: HiCOMB 2007. Proc. 6th Workshop on High Performance Computational Biology, Long Beach, CA (March 2007)
24. Davis, T.: University of Florida Sparse Matrix Collection (2007), http://www.cise.uf1.edu/research/sparse/matrices
25. Batagelj, V., Mrvar, A.: PAJEK datasets (2006), http://www.vlado.fmf.uni- 1j.si/pub/networks/data/
26. Demetrescu, C., Goldberg, A., Johnson, D.: 9th DIMACS implementation challenge - Shortest Paths (2006), http://www.dis.uniromal.it/~challenge9/
27. Erdös, P., Rényi, A.: On random graphs I. Publicationes Mathematicae 6, 290-297 (1959)
28. Barabási, A.L., Albert, R.: Emergence of scaling in random networks. Science 286(5439), 509-512 (1999)
29. Peri, S., et al.: Development of human protein reference database as an initial platform for approaching systems biology in humans. Genome Research 13, 2363-2371 (2003)