LEADER 05007nam 22007215 450 001 9910300541403321 005 20201223165445.0 010 $a3-319-68540-6 024 7 $a10.1007/978-3-319-68540-3 035 $a(CKB)4100000001382108 035 $a(DE-He213)978-3-319-68540-3 035 $a(MiAaPQ)EBC5183878 035 $a(PPN)222228989 035 $a(EXLCZ)994100000001382108 100 $a20171205d2018 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aBursty Human Dynamics /$fby Márton Karsai, Hang-Hyun Jo, Kimmo Kaski 205 $a1st ed. 2018. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2018. 215 $a1 online resource (XVI, 121 p. 17 illus., 16 illus. in color.) 225 1 $aUnderstanding Complex Systems,$x2191-5326 311 $a3-319-68538-4 320 $aIncludes bibliographical references and index. 327 $a1. Introduction -- 2. Measures and characterisations -- 3. Empirical findings in human bursty dynamics -- 4. Models and mechanicsms of bursty behaviour -- 5. Dynamical processes on bursty systems -- 6. Discussion. 330 $aThis book provides a comprehensive overview on emergent bursty patterns in the dynamics of human behaviour. It presents common and alternative understanding of the investigated phenomena, and points out open questions worthy of further investigations. The book is structured as follows. In the introduction the authors discuss the motivation of the field, describe bursty phenomena in case of human behaviour, and relate it to other disciplines. The second chapter addresses the measures commonly used to characterise heterogeneous signals, bursty human dynamics, temporal paths, and correlated behaviour. These definitions are first introduced to set the basis for the discussion of the third chapter about the observations of bursty human patterns in the dynamics of individuals, dyadic interactions, and collective behaviour. The subsequent fourth chapter discusses the models of bursty human dynamics. Various mechanisms have been proposed about the source of the heterogeneities in human dynamics, which leads to the introduction of conceptually different modelling approaches. The authors address all of these perspectives objectively, highlight their strengths and shortcomings, and mention possible extensions to them. The fifth chapter addresses the effect of individual heterogeneous behaviour on collective dynamics. This question in particular has been investigated in various systems including spreading phenomena, random walks, and opinion formation dynamics. Here the main issues are whether burstiness speeds up or slows down the co-evolving processes, and how burstiness modifies time-dependent paths in the system that determine the spreading patterns of any kind of information or influence. Finally in the sixth chapter the authors end the review with a discussion and future perspectives. It is an ideal book for researchers and students who wish to enter the field of bursty human dynamics or want to expand their knowledge on such phenomena. 410 0$aUnderstanding Complex Systems,$x2191-5326 606 $aSociophysics 606 $aEconophysics 606 $aData mining 606 $aStatistical physics 606 $aData structures (Computer science) 606 $aCommunication 606 $aData-driven Science, Modeling and Theory Building$3https://scigraph.springernature.com/ontologies/product-market-codes/P33030 606 $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030 606 $aApplications of Nonlinear Dynamics and Chaos Theory$3https://scigraph.springernature.com/ontologies/product-market-codes/P33020 606 $aData Structures$3https://scigraph.springernature.com/ontologies/product-market-codes/I15017 606 $aCommunication Studies$3https://scigraph.springernature.com/ontologies/product-market-codes/X28000 615 0$aSociophysics. 615 0$aEconophysics. 615 0$aData mining. 615 0$aStatistical physics. 615 0$aData structures (Computer science). 615 0$aCommunication. 615 14$aData-driven Science, Modeling and Theory Building. 615 24$aData Mining and Knowledge Discovery. 615 24$aApplications of Nonlinear Dynamics and Chaos Theory. 615 24$aData Structures. 615 24$aCommunication Studies. 676 $a302 700 $aKarsai$b Márton$4aut$4http://id.loc.gov/vocabulary/relators/aut$0833906 702 $aJo$b Hang-Hyun$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aKaski$b Kimmo$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910300541403321 996 $aBursty Human Dynamics$92514570 997 $aUNINA