Cognitive Computing and Managing Complexity in Open Innovation Model

Conference paper
Part of the Springer Proceedings in Business and Economics book series (SPBE)

Abstract

Risk and uncertainty is an under-investigated feature of innovation and needs to be further studied because managing uncertainty and complexity can be regarded as a core practice of successful innovation management. It is argued that multiple competencies on several levels (individual, group, organization, and network) are able to negotiate complexity and uncertainty in open innovation models. On the other hand, computers and robots have made remarkable advances into the workforce in recent years. This chapter discusses opportunities and limitations of cognitive computing in open innovation business models and is organized as follows: The first section discusses different aspects and concepts of innovation. The second section highlights the key elements of closed innovation and open innovation. The third section analyses complexity and uncertainty in innovation process and management. Finally, the last section discusses opportunities and limitations of cognitive computing in open innovation models. The conclusion summarizes the basic thesis of the whole work.

Keywords

Innovation Open innovation Complexity Uncertainty Risk Innovation management Competencies Cognitive computing 

References

  1. 1.
    European Commission: Open Innovation 2.0 Yearbook 2015 (2015)Google Scholar
  2. 2.
    Greenwood, R., Hinings, C.R.: Understanding Radical Organizational Change: Bringing Together the Old and the New Institutionalism. Academy of Management Review, 21 October, pp. 1022–1054 (1996)Google Scholar
  3. 3.
    Coleman Jr., H.J.: What enables self-organizing behavior in businesses? Emergence 1, 33–47 (1999)CrossRefGoogle Scholar
  4. 4.
    University, C.: INSEAD, and WIPO: The Global Innovation Index 2014: The Human Factor In innovation. Fontainebleau, Ithaca (2014)Google Scholar
  5. 5.
    Kotsemir, M., Abroskin, A., Meissner, D. (2013): Innovation Concepts and typology—an evolution discussion. Basic Research Program Working Papers Series Science, Technology and Innovation (2013) http://ssrn.com/abstract=2221299. Accessed 03.07.2015
  6. 6.
    Kumar, V.: 101 Design Methods. A structured approach for driving innovation in your organization. Wiley, Hoboken (2013)Google Scholar
  7. 7.
    Weßels, D.: Zukunft der Wissens- und Projektarbeit. Neue Organisationsformen in vernetzten Welten. Symposion Publishing GmbH, Düsseldorf (2014)Google Scholar
  8. 8.
    Freund, R.: Multiple Competencies in Open Innovation Business Model. MCPC2009, 5th World Conference on Mass Customization and Personalization, 04.-08.10.2009, Helsinki, Finland (2009)Google Scholar
  9. 9.
    OECD: New Nature of Innovation. Report (2009)Google Scholar
  10. 10.
    Fredberg, T., Elmquist, M., Ollila, S.: Managing Open Innovation. Present findings and future directions. VINNOVA Report VR 2008:02 (2008)Google Scholar
  11. 11.
    Chesbrough, H.W.: What’s Next for Open Innovation Research and Practice? Presentation to R&D Management Conference Pisa, June 2015. (2015)Google Scholar
  12. 12.
    Von Hippel, E.: Democratizing Innovation. MIT Press, Cambridge (2005)Google Scholar
  13. 13.
    Chesbrough, H.W., Vanhaverbeke, W., West, J.: Open Innovation: Researching a New Paradigm. Oxford University Press, Oxford (2006)Google Scholar
  14. 14.
    Drossou, O., Krempl, S., Poltermann, A. (eds.): Die wunderbare Wissensvermehrung. Wie Open Innovation unsere Welt revolutioniert. Heise, Hannover (2002)Google Scholar
  15. 15.
    Chesbrough, H.W.: Open Innovation. The New Imperative for Creating Profiting from Technology. Harvard Business Press, Boston (2003)Google Scholar
  16. 16.
    Chesbrough, H.W.: Open Innovation. The New Imperative for Creating Profiting from Technology. McGraw Hill, London (2006)Google Scholar
  17. 17.
    Kleemann, F., Voß, G.G.: Un(der)paid Innovators: The Commercial Utilization of Consumer Work through Crowdsourcing. Science, Technology & Innovation Studies, Vol. 4, No. 1 (2008)Google Scholar
  18. 18.
    Reichwald, R., Piller, F.: Interaktive Wertschöpfung. Open Innovation, Individualisierung und neue Formen der Arbeitsteilung. 2. Auflage. Gabler, Wiesbaden (2009)Google Scholar
  19. 19.
    Ministry of Employment and the Economy: Demand and User-Driven Innovation Policy. Ministry of Employment and the Economy, Helsinki (2010)Google Scholar
  20. 20.
    Flowers, S., von Hippel, E., de Jong, J., Siozic, T.: Measuring user innovation in the UK: The Importance of Product Creation by Users. NESTA, London (2010)Google Scholar
  21. 21.
    Von Hippel, E., de Jong, J., Flowers, S. (2010): Comparing Business and Household Sector Innovation in Consumer Products: Findings from a Representative Study in the UK (2010). http://ssrn.com/abstract=1683503. Accessed 3 July 2015
  22. 22.
    Gault, F.: User innovation and the market. UNU-MERIT Working Paper 2011-009 (2011). http://www.merit.unu.edu/publications/wppdf/2011/wp2011-009.pdf. Accessed 3 July 2015
  23. 23.
    Chesbrough, H., Marcel Bogers, M.: Explicating Open Innovation. Clarifying an Emerging Paradigm for Understanding Innovation (2014)Google Scholar
  24. 24.
    Baldwin, C., von Hippel, E. (2010). Modeling a Paradigm Shift: From Producer Innovation to User and Open Collaborative Innovation, Harvard Business School Finance Working Paper 10-038, MIT Sloan School of Management Working Paper No. 4764-09 (2010). http://ssrn.com/abstract=1502864. Accessed 3 July 2015
  25. 25.
    European Commission: Open Innovation 2.0 Yearbook 2014 (2014)Google Scholar
  26. 26.
    Prahalad, C.K., Ramaswamy, V.: The Future of Competition. Co-Creating Unique Value with Customers (2004)Google Scholar
  27. 27.
    Ramaswamy, V., Gouillart, F.: The Power of Co-Creation. (2010)Google Scholar
  28. 28.
    Hayek, F.: The Use of Knowledge. American Economic Review, no. 4. pp. 519–530 (1945)Google Scholar
  29. 29.
    Ramaswamy, C., Ozcan, K.: The Co-Creation Paradigm. Stanford University Press, Stanford (2014)Google Scholar
  30. 30.
    Chatzimichailidou, M.M., Freund, R., Dokas, I.: Distributed Situation Awareness as a ‘middleware’ between the New Economic Sociology and Embedded Open Innovation. Proceedings of the 6th International Conference for Mass Customization, Personalization and Co-Creation, MCP-CE 2014, 23.-26.06.2014, Novi Sad, Serbia (2014)Google Scholar
  31. 31.
    Mitchell, S., Streeck, W.: Complex, Historical, Self-Reflexive: Expect the Unexpected! MPIfG (Max Planck Institute for the Study of Society) Working Paper 09/15 (2009)Google Scholar
  32. 32.
    Lukac, D., Freund, R.: Open Innovation, Social Embeddedness of Economic Action and its Cultural Determinants. Proceedings of the 5th International Conference on Mass Customization and Personalization in Central Europe (MCP-CE 2012), 19.-21.09.2012, Novi Sad, Serbia (2012)Google Scholar
  33. 33.
    Haken, H.: Information and Self-Organization: A Macroscopic Approach to Complex Systems, 3rd edn. Springer, Berlin (2006)Google Scholar
  34. 34.
    Frensch, P.A., Funke, J.: Definitions, traditions, and a general framework for understanding complex problem solving. In: Frensch, P.A., Funke, J. (eds.) Complex Problem Solving. The European Perspective, pp. 3–23 (1995)Google Scholar
  35. 35.
    Freund, R.: How to overcome the barriers between economy and sociology with open innovation, open evaluation and crowdfunding? In: Int. J. Ind. Eng. Manage. (IJIEM), Vol. 1 No 3, pp. 105–109 (2010)Google Scholar
  36. 36.
    Freund, R.: Das Konzept der Multiplen Kompetenz auf den Analyseebenen Individuum. Organisation und Netzwerk. Dissertation. Das Buch ist in der wissenschaftlichen Reihe Wandlungsprozesse in Industrie- und Dienstleistungsberufen und moderne Lernwelten, Schriftenreihe des Graduiertenkollegs der Martin-Luther-Universität Halle-Wittenberg von Prof. Dr. Bernd Dewe erschienen. Verlag Dr. Kovac, Hamburg, Gruppe (2011)Google Scholar
  37. 37.
    Freund, R., Anisic, Z.: How to use complexity and uncertainty for new business? Proceedings of the 3rd International Conference on Entrepreneurship, Innovation and Regional Development ICEIRD 2010, May 27-29 2010. Novi Sad, Serbia (2010)Google Scholar
  38. 38.
    Freund, R., Anisic, Z.: Management of Uncertainty: The Key for Open Innovation. MCPC 2011, Worldcongress on Mass Customization, Personalization and Co-Creation, 15.-19.11.2011, San Francisco, USA (2011)Google Scholar
  39. 39.
    Freund, R., Chatzopoulos, C., Lalic, D.: Reflexive Open Innovation in Central Europe. 4th International Conference for Entrepreneurship, Innovation, and Regional Development (ICEIRD2011), 05.-07. May, Ohrid, Macedonia (2011)Google Scholar
  40. 40.
    Gault, F.: Social impacts of the development of science, technology and innovation indicators. UNU-MERIT Working Paper 2011-008 (2011) http://www.merit.unu.edu/publications/wppdf/2011/wp2011-008.pdf. Accessed 3 July 2015
  41. 41.
    Piller, F., Ihl, C.: Open Innovation with customers. Foundations, Competences and International Trends (2009)Google Scholar
  42. 42.
    Knight, F.H.: Risk, Uncertainty, and Profit. Boston, MA: Hart, Schaffner & Marx; Houghton Mifflin Co. (1921)Google Scholar
  43. 43.
    Gephart, R.P., Van Maanen, J., Oberlechner, T.: Organizations and Risk in Late Modernity. Org. Studies 30(02&03), 141–155 (2009)CrossRefGoogle Scholar
  44. 44.
    Intel: Future of Knowledge Workplace Transformation. An Outlook on the Changing Nature of the Work Environment. White Paper (2014)Google Scholar
  45. 45.
    IBM: A New Way to Work: Futurist Insights to 2025 and Beyond (2015)Google Scholar
  46. 46.
    Deloitte University Press: Global Human Capital Trends 2015. Leading in the new world of work (2015)Google Scholar
  47. 47.
    Vanhaverbeke, W., Chesbrough, H.W.: A Classification of Open Innovation and Open Business Models (2014)Google Scholar
  48. 48.
    Erpenbeck, J.: How New Are the New Approaches of Competency Development Really? 2. International SIL Congress, Workshop 6: New types of competency development, 11./12.10.2005, University of St. Gall, Switzerland (2005)Google Scholar
  49. 49.
    Grollmann, P.: BIBB-Workshop Zur Konstruktion von Qualifikationsrahmen. 16.11.2005, Bonn, Germany (2005)Google Scholar
  50. 50.
    Gardner, H.: Frames of Mind: The Theory of Multiple Intelligences. Basic Books, New York (1983)Google Scholar
  51. 51.
    Akerlof, G.A., Shiller, R.J.: Animal Spirits: How Human Psychology Drives the Economy, and Why It Matters for Global Capitalism. (2009)Google Scholar
  52. 52.
    McCarthy, J.: What is Artificial Intelligence? CA, Stanford (2007)Google Scholar
  53. 53.
    Baker, S.: Final Jeopardy. The story of Watson, the Computer that Will Transform Our World, 1st Mariner Books ed. Boston, MA (2012)Google Scholar
  54. 54.
    Feldman, S, Reynolds, H.: Cognitive Computing: A Definition and Some Thoughts. KMWorld November/December 2014, vol. 23, Issue 10 (2014)Google Scholar
  55. 55.
    Bundesministerium für Arbeit und Soziales: Arbeit weiter denken. Grünbuch Arbeiten 4.0 (2015)Google Scholar
  56. 56.
    Gold, S.: The Future of Work. Industry Week, May 12 (2015) http://www.industryweek.com/automation/future-work. Accessed 3 July 2015
  57. 57.
    Bitkom: Kognitive-Maschinen. Leitfaden (2015)Google Scholar
  58. 58.
    Brynjolfsson, E., McAfee, A.: The Second Machine Age. Work Progress and Prosperity in a Time of Brilliant Technologies. W.W. Norton & Company, New York (2014)Google Scholar
  59. 59.
    Ronanki, R., Steier, D.: Cognitive analytics. Tech Trends 2014. Deloitte University Press (2014)Google Scholar
  60. 60.
    Bollhofer: Data Science in the Age of Cognitive Computing (2015). First published: https://speakerdeck.com/klabol/data-science-in-the-age-of-cognitive-computing. Accessed 3 July 2015
  61. 61.
  62. 62.
    Brown, T.: Design Thinking. In: Harvard Business Review, June 2008, 86 (6), pp. 84–96 (2008)Google Scholar
  63. 63.
    Baeck, A., Gremett, P.: Design Thinking: Expanding UX methods beyond designers. In: Degen, H., Yuan, X.: UX Best Practices. How to Achieve More Impact with User Experience. McGrawHill, pp. 230–250 (2012)Google Scholar
  64. 64.
    Raimer, S.: Design Thinking, Lean, Agile: Schlüssel zur Innovation. In: Weßels, D. (ed.) Zukunft der Wissens- und Projektarbeit, pp. 169–194 (2014)Google Scholar
  65. 65.
    Martin, R.: The Design of Business. Why Design Thinking is the Next Competitive Advantage. Harvard Business Press, Boston (2009)Google Scholar
  66. 66.
    Dreyfus, H., Dreyfus, S.: Mind over Machine—The Power of Human Intuition and Expertise in the Era of the Computer. TFP (1986)Google Scholar

Copyright information

© Springer International Publishing Switzerland 2017

Authors and Affiliations

  1. 1.Finkenweg 6BurgwaldGermany

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