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Burstiness and aging in social temporal networks
dc.contributor.author | Moinet, Antoine |
dc.contributor.author | Starnini, Michele |
dc.contributor.author | Pastor Satorras, Romualdo |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Física i Enginyeria Nuclear |
dc.date.accessioned | 2015-04-22T17:43:58Z |
dc.date.available | 2015-04-22T17:43:58Z |
dc.date.created | 2015-03-13 |
dc.date.issued | 2015-03-13 |
dc.identifier.citation | Moinet, A.; Starnini, M.; Pastor-Satorras, R. Burstiness and aging in social temporal networks. "Physical review letters", 13 Març 2015, vol. 114, núm. 10, p. 1-5. |
dc.identifier.issn | 0031-9007 |
dc.identifier.uri | http://hdl.handle.net/2117/27534 |
dc.description.abstract | The presence of burstiness in temporal social networks, revealed by a power-law form of the waiting time distribution of consecutive interactions, is expected to produce aging effects in the corresponding time-integrated network. Here, we propose an analytically tractable model, in which interactions among the agents are ruled by a renewal process, that is able to reproduce this aging behavior. We develop an analytic solution for the topological properties of the integrated network produced by the model, finding that the time translation invariance of the degree distribution is broken. We validate our predictions against numerical simulations, and we check for the presence of aging effects in a empirical temporal network, ruled by bursty social interactions. |
dc.format.extent | 5 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 | Human Dynamics |
dc.subject.other | Time-varying networks |
dc.subject.other | Human dynamics |
dc.subject.other | Patterns |
dc.title | Burstiness and aging in social temporal networks |
dc.type | Article |
dc.subject.lemac | Locomoció humana |
dc.contributor.group | Universitat Politècnica de Catalunya. SIMCON - First-principles approaches to condensed matter physics: quantum effects and complexity |
dc.identifier.doi | 10.1103/PhysRevLett.114.108701 |
dc.relation.publisherversion | http://journals.aps.org/prl/abstract/10.1103/PhysRevLett.114.108701 |
dc.rights.access | Open Access |
local.identifier.drac | 15597868 |
dc.description.version | Postprint (published version) |
dc.relation.projectid | info:eu-repo/grantAgreement/EC/FP7/317532/EU/Foundational Research on MULTIlevel comPLEX networks and systems/MULTIPLEX |
local.citation.author | Moinet, A.; Starnini, M.; Pastor-Satorras, R. |
local.citation.publicationName | Physical review letters |
local.citation.volume | 114 |
local.citation.number | 10 |
local.citation.startingPage | 1 |
local.citation.endingPage | 5 |
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