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The Evolution of Digital Ecosystems: A Case of WordPress from 2004 to 2014~1 Completed Research Paper

机译:数字生态系统的演变:2004年到2014年〜1完成研究论文的案例

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Digital ecosystems are dynamic: they grow and evolve as new firms join the ecosystem. Yet, the way they evolve over time is not clearly understood. We draw on an evolutionary network approach to explore the evolutionary pattern of a digital ecosystem. In particular, we discover that the changing combination of existing digital components, interaction of which forms a complex bipartite network, drive the changes in the topological structure of a digital ecosystem over time. To formally test our ideas, we hypothesize the impact of network properties on the evolution of a digital ecosystem, and test them using a data set collected from WordPress.org. We used text mining on the source code data of WordPress plug-ins created from 2004 to 2014 and extracted the list of all API (Application Programming interface) used in these plug-ins. We then explore how the changes in the pattern of combinations of APIs drive the generativity of the platform as new plug-ins continue to emerge in the ecosystem over time. Our findings suggest that the evolution of a digital ecosystem represents a distinct structural interaction derived from the generative nature of APIs. A structural analysis shows that the rate of innovation does not necessarily increase though the number of APIs in a digital ecosystem increases.
机译:数字生态系统是动态的:随着新公司加入生态系统,它们成长并发展。然而,他们随着时间的推移而发展的方式也没有清楚地理解。我们借鉴了一种进化的网络方法来探索数字生态系统的进化模式。特别地,我们发现现有数字组件的变化组合,形成复杂的二分网络的相互作用,驱动数字生态系统的拓扑结构的变化随着时间的推移。要正式测试我们的想法,我们假设网络属性对数字生态系统的演变的影响,并使用从WordPress.org收集的数据集进行测试。我们在2004年至2014年创建的WordPress插件源代码数据上使用了文本挖掘,并提取了这些插件中使用的所有API(应用程序编程接口)列表。然后,我们探讨API的组合模式的变化如何驱使平台的发电度随着新的插件在生态系统中随着时间的推移而出现。我们的研究结果表明,数字生态系统的演变代表了来自API的生成性质的明显结构相互作用。结构分析表明,虽然数字生态系统中的API数量增加,创新率并不一定增加。

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