基于专利的技术创新网络演化动力挖掘

Driving Forces of the Technological Innovation Network Evolution Based on Patent

本文结合生命周期理论将技术创新网络演化的生命周期划分为创生阶段、扩张阶段、稳定阶段和衰退阶段,指出创生阶段的演化动力是获取互补性资源,扩张阶段的演化动力是提升社会资本,成熟阶段的演化动力是保障组织协同,衰退阶段的演化动力是实现组织创新。并运用Feature Selection方法对IBM专利合作网络的数据进行挖掘,进一步验证了上述结论。

This paper takes the life cycle theory as a perspective. Firstly, the paper divides the life cycle of Technological innovation network evolution into creation phase, expansion phase, steady phase and decline phase. Then, it points out that the driving force of creation stage is complementary resources, the driving force of expansion phase is social capital, the driving force of steady phase is or- ganization collaboration, and the driving force of decline phase is organizational innovation. At last, the paper uses Feature Selection method to analyze IBM patent data.