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Dynamic robustness of knowledge collaboration network of open source product development community

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  • Zhou, Hong-Li
  • Zhang, Xiao-Dong

Abstract

As an emergent innovative design style, open source product development communities are characterized by a self-organizing, mass collaborative, networked structure. The robustness of the community is critical to its performance. Using the complex network modeling method, the knowledge collaboration network of the community is formulated, and the robustness of the network is systematically and dynamically studied. The characteristics of the network along the development period determine that its robustness should be studied from three time stages: the start-up, development and mature stages of the network. Five kinds of user-loss pattern are designed, to assess the network’s robustness under different situations in each of these three time stages. Two indexes – the largest connected component and the network efficiency – are used to evaluate the robustness of the community. The proposed approach is applied in an existing open source car design community. The results indicate that the knowledge collaboration networks show different levels of robustness in different stages and different user loss patterns. Such analysis can be applied to provide protection strategies for the key users involved in knowledge dissemination and knowledge contribution at different stages of the network, thereby promoting the sustainable and stable development of the open source community.

Suggested Citation

  • Zhou, Hong-Li & Zhang, Xiao-Dong, 2018. "Dynamic robustness of knowledge collaboration network of open source product development community," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 490(C), pages 601-612.
    • Handle: RePEc:eee:phsmap:v:490:y:2018:i:c:p:601-612
    DOI: 10.1016/j.physa.2017.08.092
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    References listed on IDEAS

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    1. Wang, Shuai & Liu, Jing, 2016. "Robustness of single and interdependent scale-free interaction networks with various parameters," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 460(C), pages 139-151.
    2. Crucitti, Paolo & Latora, Vito & Marchiori, Massimo & Rapisarda, Andrea, 2004. "Error and attack tolerance of complex networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 340(1), pages 388-394.
    3. Bao, Z.J. & Cao, Y.J. & Ding, L.J. & Wang, G.Z., 2009. "Comparison of cascading failures in small-world and scale-free networks subject to vertex and edge attacks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 388(20), pages 4491-4498.
    4. Réka Albert & Hawoong Jeong & Albert-László Barabási, 2000. "Error and attack tolerance of complex networks," Nature, Nature, vol. 406(6794), pages 378-382, July.
    5. An, Haizhong & Gao, Xiangyun & Fang, Wei & Ding, Yinghui & Zhong, Weiqiong, 2014. "Research on patterns in the fluctuation of the co-movement between crude oil futures and spot prices: A complex network approach," Applied Energy, Elsevier, vol. 136(C), pages 1067-1075.
    6. B. Berche & C. von Ferber & T. Holovatch & Yu. Holovatch, 2009. "Resilience of public transport networks against attacks," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 71(1), pages 125-137, September.
    7. Osterloh, Margit & Rota, Sandra, 2007. "Open source software development--Just another case of collective invention?," Research Policy, Elsevier, vol. 36(2), pages 157-171, March.
    8. He, Zhiwei & Liu, Shuai & Zhan, Meng, 2013. "Dynamical robustness analysis of weighted complex networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 392(18), pages 4181-4191.
    9. Sergey V. Buldyrev & Roni Parshani & Gerald Paul & H. Eugene Stanley & Shlomo Havlin, 2010. "Catastrophic cascade of failures in interdependent networks," Nature, Nature, vol. 464(7291), pages 1025-1028, April.
    10. Wonseok Oh & Sangyong Jeon, 2007. "Membership Herding and Network Stability in the Open Source Community: The Ising Perspective," Management Science, INFORMS, vol. 53(7), pages 1086-1101, July.
    11. Pu, Cun-Lai & Cui, Wei, 2015. "Vulnerability of complex networks under path-based attacks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 419(C), pages 622-629.
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    Cited by:

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    2. Xia Cao & Chuanyun Li & Wei Chen & Jinqiu Li & Chaoran Lin, 2020. "Research on the invulnerability and optimization of the technical cooperation innovation network based on the patent perspective—A case study of new energy vehicles," PLOS ONE, Public Library of Science, vol. 15(9), pages 1-19, September.

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