Spreading of infection on temporal networks: an edge-centered perspective

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dc.contributor.author Koher, Andreas
dc.contributor.author Gleeson, James P.
dc.contributor.author Hövel, Philipp
dc.date.accessioned 2020-04-29T14:18:12Z
dc.date.available 2020-04-29T14:18:12Z
dc.date.issued 2019-10-30
dc.identifier.citation Koher, A., Gleeson, J. P. and Hövel, P. (2019) 'Spreading of infection on temporal networks: an edge-centered perspective', in Holme, P. and Saramäki, J. (eds), Temporal Network Theory, Cham: Springer, pp. 235-252. doi: 10.1007/978-3-030-23495-9_13 en
dc.identifier.startpage 235 en
dc.identifier.endpage 252 en
dc.identifier.isbn 978-3-030-23494-2
dc.identifier.uri http://hdl.handle.net/10468/9888
dc.identifier.doi 10.1007/978-3-030-23495-9_13 en
dc.description.abstract We discuss a continuous-time extension of the contact-based (CB) model, as proposed in [Koher et al. Phys. Rev. X 9, 031017 (2019)], for infections with permanent immunity on temporal networks. At the core of our methodology is a fundamental change to an edge-centered perspective, which allows for an accurate model on temporal networks, where the underlying time-aggregated graph has a tree structure. From the continuous-time CB model, we derive the infection propagator for the low prevalence limit and propose a novel spectral criterion to estimate the epidemic threshold. In addition, we explore the relation between the continuous-time CB model and the previously proposed edge-based compartmental model, as well as the message-passing framework. en
dc.description.sponsorship Deutsche Forschungsgmeinschaft ((DFG) in the framework of Collaborative Research Center 910); Deutscher Akademischer Austauschdienst (German Academic Exchange Service (DAAD) short-term scholarship); Science Foundation Ireland (grant numbers 16/IA/4470 and 16/RC/3918). en
dc.format.mimetype application/pdf en
dc.language.iso en en
dc.publisher Springer en
dc.relation.ispartof Temporal Network Theory
dc.relation.uri https://link.springer.com/chapter/10.1007/978-3-030-23495-9_13
dc.rights © Springer Nature Switzerland AG 2019. This is a post-peer-review, pre-copyedit version of a book chapter published in Temporal Network Theory. Computational Social Sciences. The final authenticated version is available online at: http://dx.doi.org/10.1007/978-3-030-23495-9_13 en
dc.subject Epidemic spreading en
dc.subject Temporal networks en
dc.subject Epidemic threshold en
dc.subject Infection propagator en
dc.subject Spectral radius en
dc.subject Non-backtracking matrix en
dc.title Spreading of infection on temporal networks: an edge-centered perspective en
dc.type Article (peer-reviewed) en
dc.internal.authorcontactother Philipp Hövel, School Of Mathematical Sciences, University College Cork, Cork, Ireland. +353-21-490-3000 Email: philipp.hoevel@ucc.ie en
dc.internal.availability Full text available en
dc.check.info Access to this article is restricted until 12 months after publication by request of the publisher. en
dc.check.date 2020-10-30
dc.date.updated 2020-04-28T08:01:24Z
dc.description.version Accepted Version en
dc.internal.rssid 512188835
dc.contributor.funder Deutsche Forschungsgemeinschaft en
dc.contributor.funder Deutscher Akademischer Austauschdienst en
dc.contributor.funder Science Foundation Ireland en
dc.description.status Peer reviewed en
dc.internal.copyrightchecked No
dc.internal.licenseacceptance Yes en
dc.internal.placepublication Cham en
dc.internal.IRISemailaddress philipp.hoevel@ucc.ie en

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