网络嵌入方式影响个体创新能力的扎根研究

发布时间：2018-05-27 23:41

本文选题：网络嵌入方式 + 创新能力　；参考：《科学学研究》2013年07期

【摘要】：网络功能取决于网络的结构,网络结构则是由网络上的个体行为决定的,因此网络功能的优化须从网络上个体行为的优化着手。本文以豆瓣社区中个体的读书时间序列数据、关注其他用户的序列数据及参加小组的关系数据,进行两两关系序列数据间的相关性分析,由此得出个体嵌入网络的行为过程。通过对比有创新能力的个体组与无创新能力的个体组的行为过程,发现有创新能力的个体有个体网络的嵌入,无创新能力的个体则没有网络嵌入。研究结论表明个体的网络嵌入行为可以按有创新能力个体的嵌入网络的方式进行优化,同时在研究方法上,整个研究过程体现了扎根理论研究中尊重数据,尊重过程的研究范式,这为规范过程网络研究及优化网络结构、改善网络功能的研究做了开创性尝试。
[Abstract]:The network function depends on the structure of the network, and the network structure is determined by the individual behavior on the network, so the optimization of the network function must begin with the optimization of the individual behavior on the network. Based on the reading time series data of individuals in Douban community, the sequence data of other users and the relationship data of participating groups, the correlation analysis between pairwise and pairwise relational sequence data is carried out, and the behavior process of individual embedding network is obtained. By comparing the behavioral processes of individuals with innovation ability and those with no innovation ability, it is found that individuals with innovation ability have individual network embedding, while individuals with no innovation ability have no network embedding. The results show that the network embedding behavior of individuals can be optimized according to the embedded networks of individuals with innovative ability. At the same time, in the research methods, the whole research process embodies the respect of data in the research of rooted theory. The research paradigm of respecting process makes a pioneering attempt for the research of normative process network and optimizing the network structure and improving the network function.
【作者单位】：华南理工大学工商管理学院;
【基金】：国家自然科学基金资助项目(71273093)
【分类号】：TP393.0

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