東華大學圖書館 |

語系: 繁體中文

說明(常見問題)

回圖書館首頁

手機版館藏查詢

登入

回首頁

切換: 標籤 | MARC模式 | ISBD

Bursty human dynamics

Karsai, Marton.

FindBook

Google Book

Amazon

博客來

Bursty human dynamics

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Bursty human dynamics/ by Marton Karsai, Hang-Hyun Jo, Kimmo Kaski.
作者:	Karsai, Marton.
其他作者:	Jo, Hang-Hyun.
出版者:	Cham :Springer International Publishing : : 2018.,
面頁冊數:	xiv, 121 p. :ill., digital ;24 cm.
內容註:	1. 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.
Contained By:	Springer eBooks
標題:	Interpersonal relations. -
電子資源:	http://dx.doi.org/10.1007/978-3-319-68540-3
ISBN:	9783319685403

Bursty human dynamics
Karsai, Marton.

Bursty human dynamics[electronic resource] /by Marton Karsai, Hang-Hyun Jo, Kimmo Kaski. - Cham :Springer International Publishing :2018. - xiv, 121 p. :ill., digital ;24 cm. - SpringerBriefs in complexity,2191-5326. - SpringerBriefs in complexity..

1. 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.

This 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.

ISBN: 9783319685403

Standard No.: 10.1007/978-3-319-68540-3doiSubjects--Topical Terms:

518204
Interpersonal relations.

LC Class. No.: HM1106

Dewey Class. No.: 302

Bursty human dynamics
LDR:03182nmm a2200337 a 4500 001 2133036
003 DE-He213
005 20180815142122.0
006 m d
007 cr nn 008maaau
008 181005s2018 gw s 0 eng d
020 $a 9783319685403 $q (electronic bk.)
020 $a 9783319685380 $q (paper)
024 7 $a 10.1007/978-3-319-68540-3 $2 doi
035 $a 978-3-319-68540-3
040 $a GP $c GP
041 0 $a eng
050 4 $a HM1106
072 7 $a JHBC $2 bicssc
072 7 $a PSAF $2 bicssc
072 7 $a SCI064000 $2 bisacsh
082 0 4 $a 302 $2 23
090 $a HM1106 $b .K18 2018
100 1 $a Karsai, Marton. $3 3300178
245 1 0 $a Bursty human dynamics $h [electronic resource] / $c by Marton Karsai, Hang-Hyun Jo, Kimmo Kaski.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2018.
300 $a xiv, 121 p. : $b ill., digital ; $c 24 cm.
490 1 $a SpringerBriefs in complexity, $x 2191-5326
505 0 $a 1. 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.
520 $a This 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.
650 0 $a Interpersonal relations. $3 518204
650 1 4 $a Physics. $3 516296
650 2 4 $a Data-driven Science, Modeling and Theory Building. $3 2210495
650 2 4 $a Data Mining and Knowledge Discovery. $3 898250
650 2 4 $a Applications of Nonlinear Dynamics and Chaos Theory. $3 3134772
650 2 4 $a Data Structures. $3 891009
650 2 4 $a Communication Studies. $3 1566065
700 1 $a Jo, Hang-Hyun. $3 3300179
700 1 $a Kaski, Kimmo. $3 3300180
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer eBooks
830 0 $a SpringerBriefs in complexity. $3 1565711
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-68540-3
950 $a Physics and Astronomy (Springer-11651)