网络中心性与网络公益贡献——以中文维基百科为例

Chong Wang, X. Zhang
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引用次数: 1

摘要

互联网技术使虚拟协作成为可能,在知识生产中发挥着重要作用。然而,如果没有有利的潜在社会机制,协作技术将无法发挥作用。以前的研究主要是调查编辑的个人动机,只有少数例外是调查合作关系。在本文中,我们采取结构的观点和调查的位置(中心性)的编辑协作网络对他们的努力和努力分配的影响。为此,我们对2002年至2007年的中文维基百科动态协作网络进行了实证重构。基于网络的动态视图,我们组成了一个面板数据集,涵盖了维基百科编辑的贡献行为和网络位置特征。我们通过利用阻止中国大陆维基百科编辑访问网站的外生阻塞来加强我们的因果解释。我们发现独特的努力分配模式与网络中心性措施密切相关。这证实了网络经济学和社会网络理论的最新发展中得出的理论预测。本研究增强了我们对协作网络结构如何影响在线协作平台中个体行为的理解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Network Centrality and Contributions to Online Public Good--The Case of Chinese Wikipedia
Internet technology enables virtual collaboration and plays an important role in knowledge production. However, collaborative technology will not function without conducive underlying social mechanisms. Previous research mostly investigates individual-level motivations of editors, with only a few exceptions examining the collaboration relationships. In this paper, we take a structural perspective and investigate the impact of positions (centralities) of editors in the collaboration networks on their efforts and effort allocations. To achieve this, we empirically reconstruct the dynamic collaboration network of Chinese Wikipedia for the period between 2002 and 2007. Based on a dynamic view of the network, we compose a panel data set that covers both the contribution behavior and network position characteristics of Wikipedia editors. We strengthen our causal interpretation by leveraging the exogenous block that prevented Wikipedia editors in Mainland China from accessing the website. We find distinctive effort allocation patterns that strongly correlate with network centrality measures. This confirms theoretical predictions derived in recent developments in network economics and social network theories. This research enhances our understanding about how collaboration network structure shapes individuals' behavior in online collaboration platforms.
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