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Characterization and modeling of weighted networks
dc.contributor.author | Barthelemy, M |
dc.contributor.author | Barrat, A |
dc.contributor.author | Pastor Satorras, Romualdo |
dc.contributor.author | Vespignani, Alessandro |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Física |
dc.date.accessioned | 2018-12-17T21:35:16Z |
dc.date.issued | 2005-01 |
dc.identifier.citation | Barthelemy, M., Barrat, A., Pastor-Satorras, R., Vespignani, A. Characterization and modeling of weighted networks. "Physica A: statistical mechanics and its applications", Gener 2005, vol. 346, núm. 1-2, p. 34-43. |
dc.identifier.issn | 0378-4371 |
dc.identifier.other | https://arxiv.org/pdf/cond-mat/0408566.pdf |
dc.identifier.uri | http://hdl.handle.net/2117/125896 |
dc.description.abstract | We review the main tools which allow for the statistical characterization of weighted networks. We then present two case studies, the airline connection network and the scientific collaboration network which are representatives of critical infrastructure and social system, respectively. The main empirical results are (i) the broad distributions of various quantities and (ii) the existence of weight-topology correlations. These measurements show that weights are relevant and that in general the modeling of complex networks must go beyond topology. We review a model which provides an explanation for the features observed in several real-world networks. This model of weighted network formation relies on the dynamical coupling between topology and weights, considering the rearrangement of new links are introduced in the system. |
dc.format.extent | 10 p. |
dc.language.iso | eng |
dc.rights | Attribution-NonCommercial-NoDerivs 3.0 Spain |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
dc.subject | Àrees temàtiques de la UPC::Física |
dc.subject.lcsh | Statistical physics |
dc.subject.other | Disordered system Networks |
dc.title | Characterization and modeling of weighted networks |
dc.type | Article |
dc.subject.lemac | Física estadística |
dc.contributor.group | Universitat Politècnica de Catalunya. SC-SIMBIO - Sistemes complexos. Simulació discreta de materials i de sistemes biològics |
dc.identifier.doi | 10.1016/j.physa.2004.08.047 |
dc.relation.publisherversion | https://www.sciencedirect.com/science/article/pii/S0378437104011598?via%3Dihub |
dc.rights.access | Restricted access - publisher's policy |
local.identifier.drac | 1231049 |
dc.description.version | Postprint (published version) |
dc.date.lift | 10000-01-01 |
local.citation.author | Barthelemy, M.; Barrat, A.; Pastor-Satorras, R.; Vespignani, A. |
local.citation.publicationName | Physica A: statistical mechanics and its applications |
local.citation.volume | 346 |
local.citation.number | 1-2 |
local.citation.startingPage | 34 |
local.citation.endingPage | 43 |
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