Titlebook: Innovation Networks in the German Laser Industry; Evolutionary Change, Muhamed Kudic Book 2015 Springer International Publishing Switzerlan

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Muhamed Kudicterogeneous graph neural network architecture, which integrates the syndrome information into the GCN message propagation process by combining the coarse-grained and fine-grained information of the interactions. The experimental results on the real TCM dataset demonstrate the improvements over state

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Introductionstudy are presented. And finally, the research design and the plan of the book are outlined in Sect. .. In short, our aim with this study is to contribute to the existing body of literature by exploring how and why firm-specific R&D cooperation activities and network positions, large-scale network p

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Theoretical Backgrounde, we start by clarifying some basic terminology and concepts. Next we discuss the theoretical cornerstones of the approach. Finally, we address three selected concepts: proximity, innovation systems and innovation networks. In Sect.?. we draw upon the knowledge-based theory of the firm to establish

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Laser Technology and the German Laser Industrya closer look at the German laser industry by discussing the emergence of laser technology and specific industry characteristics in East and West Germany. Finally, in Sect.?., attention is drawn to the configuration of the industry value chain.

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Industry Dynamics and Geographical Concentrationentry and exit dynamics of LSMs on an annual basis and illustrating the size distribution of firms at the regional and national level. Finally, we take a closer look at the public research landscape in the German laser industry by exploring the structural composition of all PROs in the sample.

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Network Positioning, Co-Location or Both?e a brief discussion of theoretical background in Sect. 12.2. In Sect. 12.3 we introduce our conceptual framework and derive our hypotheses. In Sect. 12.4 we introduce the data and methods used. Next, we outline the estimation strategy and report our empirical results in Sect. 12.5. Finally, we disc