Simulating Knowledge Dynamics in Innovation Networks
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Simulating Knowledge Dynamics in Innovation Networks: (Understanding Complex Systems)

Simulating Knowledge Dynamics in Innovation Networks: (Understanding Complex Systems)


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About the Book

The competitiveness of firms, regions and countries greatly depends on the generation, dissemination and application of new knowledge. Modern innovation research is challenged by the need to incorporate knowledge generation and dissemination processes into the analysis so as to disentangle the complexity of these dynamic processes. With innovation, however, strong uncertainty, nonlinearities and actor heterogeneity become central factors that are at odds with traditional modeling techniques anchored in equilibrium and homogeneity. This text introduces SKIN (Simulation Knowledge Dynamics in Innovation Networks), an agent-based simulation model that primarily focuses on joint knowledge creation and exchange of knowledge in innovation co‐operations and networks. In this context, knowledge is explicitly modeled and not approximated by, for instance, the level of accumulated R&D investment. The SKIN approach supports applications in different domains ranging from sector-based research activities in knowledge-intensive industries to the activities of international research consortia engaged in basic and applied research. Following a general description of the SKIN model, several applications and modifications are presented. Each chapter introduces in detail the structure of the model, the relevant methodological considerations and the analysis of simulation results, while options for empirically validating the models’ structure and outcomes are also discussed. The book considers the scope of further applications and outlines prospects for the development of joint modeling strategies.

Table of Contents:
Introduction: SKIN modeling.- Part 1 Innovation Strategies.-Part 2 Testing Policy Options.- Part 3 Applying SKIN to innovation sectors.- Summary and Outlook.


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Product Details
  • ISBN-13: 9783662435076
  • Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
  • Publisher Imprint: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Height: 235 mm
  • No of Pages: 248
  • Returnable: Y
  • Width: 155 mm
  • ISBN-10: 3662435071
  • Publisher Date: 05 Aug 2014
  • Binding: Hardback
  • Language: English
  • Returnable: Y
  • Series Title: Understanding Complex Systems


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