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008 130523s2013 gw | s |||| 0|eng d
020 _a9783642364617
_9978-3-642-36461-7
024 7 _a10.1007/978-3-642-36461-7
_2doi
050 4 _aQC1-QC999
072 7 _aPHU
_2bicssc
072 7 _aPBKD
_2bicssc
072 7 _aSCI064000
_2bisacsh
082 0 4 _a621
_223
245 1 0 _aTemporal Networks
_h[electronic resource] /
_cedited by Petter Holme, Jari Saramäki.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2013.
300 _aVIII, 352 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aUnderstanding Complex Systems,
_x1860-0832
505 0 _aMetrics and Measures -- Time Scales -- Temporal Networks of Human Interactions -- Spreading Dynamics -- Models.
520 _aThe concept of temporal networks is an extension of complex networks as a modeling framework to include information on when interactions between nodes happen. Many studies of the last decade examine how the static network structure affect dynamic systems on the network. In this traditional approach  the temporal aspects are pre-encoded in the dynamic system model. Temporal-network methods, on the other hand, lift the temporal information from the level of system dynamics to the mathematical representation of the contact network itself. This framework becomes particularly useful for cases where there is a lot of structure and heterogeneity both in the timings of interaction events and the network topology. The advantage compared to common static network approaches is the ability to design more accurate models in order to explain and predict large-scale dynamic phenomena (such as, e.g., epidemic outbreaks and other spreading phenomena). On the other hand, temporal network methods are mathematically and conceptually more challenging. This book is intended as a first introduction and state-of-the art overview of this rapidly emerging field.
650 0 _aPhysics.
650 0 _aMathematics.
650 0 _aSocial sciences.
650 0 _aComplexity, Computational.
650 1 4 _aPhysics.
650 2 4 _aComplex Networks.
650 2 4 _aComplexity.
650 2 4 _aMathematics in the Humanities and Social Sciences.
650 2 4 _aMethodology of the Social Sciences.
700 1 _aHolme, Petter.
_eeditor.
700 1 _aSaramäki, Jari.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642364600
830 0 _aUnderstanding Complex Systems,
_x1860-0832
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-36461-7
912 _aZDB-2-PHA
942 _2Dewey Decimal Classification
_ceBooks
999 _c46816
_d46816