Analysis and Simulation of the System Dynamics Model of the Peer Production-Taking Baidu Encyclopedia as an Example
Affiliation(s)
School of Business Administration, South China University of Technology, Guangzhou, China.
School of Business Administration, South China University of Technology, Guangzhou, China.
ABSTRACT
Modeling the dynamical mechanism of general peer production and taking Baidu Encyclopedia as an example, the authors constructed the system dynamics model of Baidu Encyclopedia by analyzing the causality and the system flow diagram. We introduced the subsystem of the model in detail. Then, we obtained raw data by collecting data on authority media and using web crawler. Quantitative analysis was combined with experts’ advice to estimate parameters. The estimated parameters were examined. Finally, we put forward dynamical mechanism of Baidu Encyclopedia based on the results of simulating.
Modeling the dynamical mechanism of general peer production and taking Baidu Encyclopedia as an example, the authors constructed the system dynamics model of Baidu Encyclopedia by analyzing the causality and the system flow diagram. We introduced the subsystem of the model in detail. Then, we obtained raw data by collecting data on authority media and using web crawler. Quantitative analysis was combined with experts’ advice to estimate parameters. The estimated parameters were examined. Finally, we put forward dynamical mechanism of Baidu Encyclopedia based on the results of simulating.
Cite this paper
Li, Z. , Shao, M. and Cheng, Y. (2015) Analysis and Simulation of the System Dynamics Model of the Peer Production-Taking Baidu Encyclopedia as an Example. Open Journal of Social Sciences, 3, 13-23. doi: 10.4236/jss.2015.31002.
Li, Z. , Shao, M. and Cheng, Y. (2015) Analysis and Simulation of the System Dynamics Model of the Peer Production-Taking Baidu Encyclopedia as an Example. Open Journal of Social Sciences, 3, 13-23. doi: 10.4236/jss.2015.31002.
References
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[1] Yochai, B. (2002) Coase’s Penguin, or Linux and the Nature of the Firm. Yale Law Journal, 112, 369-446. http://dx.doi.org/10.2307/1562247 [2] Ye, Y. and Kishida, K. (2003) Towards an Understanding of the Motivation of Open Source Software Developers. Proceedings of the 25th International Conference on Software Engineering, Portland, 10-15 May 2003, 419-429. [3] Ke, W., Chen, Y.T. and Si, C.L. (2006) Incentive Mechanism in Open Source Innovation Community. Science & Technology Progress and Policy, 7, 13-16. [4] Raymond, E.S. (2001) The Cathedral and the Bazaar: Musings on Linux and Open Source by an Accidental Revolu- tionary. O’Reilly & Associates. [5] Taylor, B.J. (2008) Photobase—A Research Platform to Investigate Peer Production and Collaborative Sensing Sys- tems. University of Massachusetts, Massachusetts. [6] Ma, F.C. and Xia, Y.H. (2008) Mechanism of Ordering in Wikipedia Based on the CAS Theory. Library Tribune, 28, 85-92. [7] Messerschmitt, D.G. and Szyperski, C. (2001) Industrial and Economic Properties of Software Technology, Processes, and Value. University of California at Berkeley Computer Science Division Technical Report, California. [8] Lan, F. (2007) Data Analysis and Research on Open Source Software Projects. Shanghai Jiao Tong University, Shanghai. [9] Hu, H.H. and Zhou, Z.H. (2001) Virtualization of Knowledge Cooperation, an Analysis of the Development of Linux. Science Research Management, 21, 60-67. [10] Almeida, R., Mozafari, B. and Cho, J. (2007) On the Evolution of Wikipedia. The International Conference on Weblogs and Social Media, 1-5 October 2007, 543-551. [11] Li, X.Y. and Luo, Z.C. (2009) Study on Evolving Tendency and Policy Environment of Chinese Language Wikipedia. Journal of Intelligence, 2, 160-166. [12] Wikimedia Foundation (2010) Wikipedia Growth Mechanism [EB/OL].
http://en.wikipedia.org/wiki/Wikipedia:Modelling_Wikipedia’s_growth [13] Zhao, F., Zhou, T., Zhang, L. and Ma, M.H. (2010) Research Progress on Wikipedia. Journal of the University of Electronic Science and Technology of China, 39, 321-334. [14] Braendle, A. (2006) Many Cooks Don’t Spoil the Broth. Proceedings of Wikimania 2005-The First International Wikimedia Conference, Frankfurt, 20-23 July 2006, 215-223. [15] Buriol, L., Castillo, C., Donato, D., Leonardi, S. and Millozzi, S. (2006) Temporal Analysis of the Wikigraph. Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence, Washington DC, 1-5 May 2006, 45-51. [16] W3schools. The Market Share of Linux Outstrips 5% in Nov and the One of Windows Is still 90% [EB/OL]. http://www.linuxidc.com/Linux/2010-12/30446.htm [17] Chinese Wikipedia. Linux Vision [EB/OL].
http://zh.wikipedia.org/zh/Linux%E5%8F%91%E8%A1%8C%E7%89%88 [18] Sourceforge org. Sourceforge Platform Software Library [EB/OL]. http://sourceforge.net/ [19] von Hippel, E. (2007) Innovation by User Communities: Learning from Open-Source Software. MIT Sloan Management Review, 42, 83-89. [20] Cha, X.J., Yan, M. and Yan, Y.L. (2007) System Dynamics Modeling of Chinese Network Environment. China Soft Science, 1, 128-133.