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Abstrakty
The paper focuses special attention on research of Complex Networks. Complex Networks have Scale Free and Small Word features, what make them accurate model of many networks such as social networks. These features, which appear to be very efficient for communication networks, favor at the same time the spreading of many diseases. Based on defined centrality measures, we show how to discover the critical elements of any network. The identification and then vaccination of the critical elements of a given network should be the first concern in order to reduce the consequence of epidemics.
Słowa kluczowe
Czasopismo
Rocznik
Tom
Strony
39--43
Opis fizyczny
Bibliogr. 11 poz.
Twórcy
autor
- Institute of Information Systems, Cybernetics Faculty, Military University of Technology, Kaliskiego Str. 2, 00-908 Warsaw, rkasprzyk@wat.edu.pl
Bibliografia
- [1] P. Erdös, A. Rényi: On random graphs, Publ. Math Debrecen 6 (1959), 290-297.
- [2] Watts Duncan J., Strogatz Steven H.: Collective dynamics of „small-world” networks, Nature, 393:440-442, 1998.
- [3] Jon M. Kleinberg: Navigation in small world, Nature 406, 845 (24 August 2000)
- [4] Barabási Albert László, Albert Réka: Emergency of Scaling in Random Networks, Science, 286:509-512, 1999.
- [5] Brandes U., Kenis P., and Raab J.: Explanation Through Network Visualization, Methodology 2006, Vol. 2(1): 16-23.
- [6] Romualdo Pastor-Satorras & Alessandro Vespignani: Epidemic Spreading in Scale-Free Networks, PRL Volume 86, Number 14 p. 3200 (2 April 2001).
- [7] Paolo Crucitti, Vito Latora, Massimo Marchiori, Andrea Rapisarda: Error and attack tolerance of complex networks, Physica A 340 (2004), 388-394.
- [8] Stefan Wuchty, Peter F. Stadler: Centers of complex networks, Journal of Theoretical Biology 222 (2003), 45-53.
- [9] Barabási Albert László, Albert Réka, Topology of Evolving Networks: Local Events and Universality, PRL Volume 85, Number 24 p. 5234 (11 December 2000).
- [10] Reuven Cohen, Shlomo Havlin, Daniel ben-Avraham: Efficient Immunization Strategies for Computer Networks and Population, PRL Volume 91 Number 24 p. 247901-1 (12 December 2003).
- [11] N. Madar, T. Kalisky, R. Cohen, D. ben-Avraham, S. Havlin: Immunization and epidemic dynamics in complex networks, Eur. Phys. J. B 38, 269-276 (2004).d
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-BWA0-0041-0047