| Author | Title | Year | Journal/Proceedings | Reftype | DOI/URL |
|---|---|---|---|---|---|
| Kitsak, M., Gallos, L. K., Havlin, S., Liljeros, F., Muchnik, L., Stanley, H. E. & Makse, H. A. | Identifying influential spreaders in complex networks | 2010 | misc | URL | |
| Abstract: Networks portray a multitude of interactions through which people meet, ideas
e spread, and infectious diseases propagate within a society. Identifying the st efficient "spreaders" in a network is an important step to optimize the e of available resources and ensure the more efficient spread of information. re we show that, in contrast to common belief, the most influential spreaders a social network do not correspond to the best connected people or to the st central people (high betweenness centrality). Instead, we find: (i) The st efficient spreaders are those located within the core of the network as entified by the k-shell decomposition analysis. (ii) When multiple spreaders e considered simultaneously, the distance between them becomes the crucial rameter that determines the extend of the spreading. Furthermore, we find at-- in the case of infections that do not confer immunity on recovered dividuals-- the infection persists in the high k-shell layers of the network der conditions where hubs may not be able to preserve the infection. Our alysis provides a plausible route for an optimal design of efficient ssemination strategies. |
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BibTeX:
@misc{Kitsak2010,
author = {Kitsak, Maksim and Gallos, Lazaros K. and Havlin, Shlomo and Liljeros, Fredrik and Muchnik, Lev and Stanley, H. Eugene and Makse, Hernan A.},
title = {Identifying influential spreaders in complex networks},
year = {2010},
note = {cite arxiv:1001.5285
Comment: 31 pages, 12 figures},
url = {http://arxiv.org/abs/1001.5285}
}
|
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| Chen, Y., Paul, G., Havlin, S., Liljeros, F. & Stanley, H. E. | Finding a Better Immunization Strategy [BibTeX] |
2008 | Physical Review Letters | article | DOIURL |
BibTeX:
@article{chen:058701,
author = {Chen, Yiping and Paul, Gerald and Havlin, Shlomo and Liljeros, Fredrik and Stanley, H. Eugene},
title = {Finding a Better Immunization Strategy},
journal = {Physical Review Letters},
publisher = {APS},
year = {2008},
volume = {101},
number = {5},
pages = {058701},
url = {http://link.aps.org/abstract/PRL/v101/e058701},
doi = {http://dx.doi.org/10.1103/PhysRevLett.101.058701}
}
|
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