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

Simple item page
dc.contributor.authorKoher, Andreas
dc.contributor.authorGleeson, James P.
dc.contributor.authorHövel, Philipp
dc.contributor.funderDeutsche Forschungsgemeinschaften
dc.contributor.funderDeutscher Akademischer Austauschdiensten
dc.contributor.funderScience Foundation Irelanden
dc.date.accessioned2020-04-29T14:18:12Z
dc.date.available2020-04-29T14:18:12Z
dc.date.issued2019-10-30
dc.date.updated2020-04-28T08:01:24Z
dc.description.abstractWe 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.sponsorshipDeutsche 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.description.statusPeer revieweden
dc.description.versionAccepted Versionen
dc.format.mimetypeapplication/pdfen
dc.identifier.citationKoher, 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_13en
dc.identifier.doi10.1007/978-3-030-23495-9_13en
dc.identifier.endpage252en
dc.identifier.isbn978-3-030-23494-2
dc.identifier.startpage235en
dc.identifier.urihttps://hdl.handle.net/10468/9888
dc.language.isoenen
dc.publisherSpringeren
dc.relation.ispartofTemporal Network Theory
dc.relation.urihttps://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_13en
dc.subjectEpidemic spreadingen
dc.subjectTemporal networksen
dc.subjectEpidemic thresholden
dc.subjectInfection propagatoren
dc.subjectSpectral radiusen
dc.subjectNon-backtracking matrixen
dc.titleSpreading of infection on temporal networks: an edge-centered perspectiveen
dc.typeArticle (peer-reviewed)en
Files
Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
koh19.pdf
Size:
154.3 KB
Format:
Adobe Portable Document Format
Description:
Accepted version
Download
License bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
license.txt
Size:
2.71 KB
Format:
Item-specific license agreed upon to submission
Description:
Download
Collections
Mathematical Sciences - Book Chapters
Insight Centre for Data Analytics - Book chapters