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Dynamic Network Analysis of Inter-Firm RD Cooperation Based on Internet Information: A Case Study of Google

机译:基于互联网信息的企业间研发合作动态网络分析 - 以谷歌为例

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With the implementation of China's innovative national development strategy, R&D cooperation has become an important way to enhance technological innovation capability of enterprises. Inter-firm R&D cooperation promote enterprises to obtain complementary knowledge and ability, and has an important impact on technological innovation and development of enterprises. However, as a result of the variability of enterprise strategies and external environment, inter-firm R&D cooperation network presents the dynamic change. The purpose of this paper is to examine the evolutionary dynamics of inter-firm R&D cooperation network. This paper takes Google as a focal firm, using Internet information to construct R&D cooperation network. Then we use Dynamic Network Analysis to explore the characteristics of network structure including time, scale, pattern and technology. Firstly, clustering of partners with the same cooperative content in three different stages. Secondly, we try to take Standard Industrial Classification to conduct industrial division of cooperative enterprises. Thirdly, the establishment time of the cooperative enterprise is analyzed statistically. Finally, we summarize and analyze the overall evolutionary features of Google R&D cooperative network according to the research. The results suggest that Google R&D cooperation is based on its technological innovation advantages, the R&D cooperation between Google and Google partners enable both of them to take advantage of complementary capabilities, facilitate product development and technology integration for an enhanced market share. In addition, at the different stages of development of Google, the selection of cooperative enterprises is changing and it reflects there is a certain cooperation standard when Google initially chooses a partner.
机译:随着中国创新的国家发展战略的实施,研发合作已成为提升企业技术创新能力的重要途径。企业间研发合作促进企业获得互补知识和能力,对企业技术创新和发展产生了重要影响。然而,由于企业战略和外部环境的可变性,企业间研发合作网络呈现动态变化。本文的目的是研究企业间研发合作网络的进化动态。本文采用互联网信息将谷歌作为焦点公司,以构建研发合作网络。然后我们使用动态网络分析来探索网络结构的特征,包括时间,规模,模式和技术。首先,在三个不同的阶段中聚类了具有相同合作含量的合作伙伴。其次,我们努力采取标准的工业分类,开展合作企业的工业部门。第三,统计上分析了合作企业的建立时间。最后,我们根据研究总结并分析了Google R&D合作网络的整体进化特征。结果表明,谷歌研发合作基于其技术创新优势,谷歌和谷歌合作伙伴之间的研发合作使他们都能利用补充能力,促进产品开发和技术整合,以获得增强的市场份额。此外,在谷歌发展的不同阶段,合作企业的选择正在发生变化,并且当谷歌最初选择合作伙伴时,它反映了某种合作标准。

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