Literature DB >> 27911766

Unfolding large-scale online collaborative human dynamics.

Yilong Zha1,2,3,4, Tao Zhou5,6,7, Changsong Zhou8,3,4,6,9.   

Abstract

Large-scale interacting human activities underlie all social and economic phenomena, but quantitative understanding of regular patterns and mechanism is very challenging and still rare. Self-organized online collaborative activities with a precise record of event timing provide unprecedented opportunity. Our empirical analysis of the history of millions of updates in Wikipedia shows a universal double-power-law distribution of time intervals between consecutive updates of an article. We then propose a generic model to unfold collaborative human activities into three modules: (i) individual behavior characterized by Poissonian initiation of an action, (ii) human interaction captured by a cascading response to previous actions with a power-law waiting time, and (iii) population growth due to the increasing number of interacting individuals. This unfolding allows us to obtain an analytical formula that is fully supported by the universal patterns in empirical data. Our modeling approaches reveal "simplicity" beyond complex interacting human activities.

Entities:  

Keywords:  double power law; human dynamics; multibranching; online collaboration

Mesh:

Year:  2016        PMID: 27911766      PMCID: PMC5187734          DOI: 10.1073/pnas.1601670113

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  24 in total

1.  Local distributions and rate fluctuations in a unified scaling law for earthquakes.

Authors:  Alvaro Corral
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2003-09-09

2.  Entropy of dialogues creates coherent structures in e-mail traffic.

Authors:  Jean-Pierre Eckmann; Elisha Moses; Danilo Sergi
Journal:  Proc Natl Acad Sci U S A       Date:  2004-09-24       Impact factor: 11.205

3.  Wikipedias: collaborative web-based encyclopedias as complex networks.

Authors:  V Zlatić; M Bozicević; H Stefancić; M Domazet
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2006-07-24

4.  Dynamics of information access on the web.

Authors:  Z Dezsö; E Almaas; A Lukács; B Rácz; I Szakadát; A-L Barabási
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2006-06-30

5.  Waiting time dynamics of priority-queue networks.

Authors:  Byungjoon Min; K-I Goh; I-M Kim
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2009-05-21

6.  Burstiness and aging in social temporal networks.

Authors:  Antoine Moinet; Michele Starnini; Romualdo Pastor-Satorras
Journal:  Phys Rev Lett       Date:  2015-03-13       Impact factor: 9.161

7.  Calling patterns in human communication dynamics.

Authors:  Zhi-Qiang Jiang; Wen-Jie Xie; Ming-Xia Li; Boris Podobnik; Wei-Xing Zhou; H Eugene Stanley
Journal:  Proc Natl Acad Sci U S A       Date:  2013-01-14       Impact factor: 11.205

8.  Human dynamics: Darwin and Einstein correspondence patterns.

Authors:  João Gama Oliveira; Albert-László Barabási
Journal:  Nature       Date:  2005-10-27       Impact factor: 49.962

9.  Human communication dynamics in digital footsteps: a study of the agreement between self-reported ties and email networks.

Authors:  Stefan Wuchty; Brian Uzzi
Journal:  PLoS One       Date:  2011-11-17       Impact factor: 3.240

10.  Evidence for a bimodal distribution in human communication.

Authors:  Ye Wu; Changsong Zhou; Jinghua Xiao; Jürgen Kurths; Hans Joachim Schellnhuber
Journal:  Proc Natl Acad Sci U S A       Date:  2010-10-19       Impact factor: 11.205

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  2 in total

Review 1.  Coevolution spreading in complex networks.

Authors:  Wei Wang; Quan-Hui Liu; Junhao Liang; Yanqing Hu; Tao Zhou
Journal:  Phys Rep       Date:  2019-07-29       Impact factor: 25.600

2.  Robust clustering of languages across Wikipedia growth.

Authors:  Kristina Ban; Matjaž Perc; Zoran Levnajić
Journal:  R Soc Open Sci       Date:  2017-10-18       Impact factor: 2.963

  2 in total

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