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Use of Swarm Intelligence to Involve Customers in Product Innovation

  • Conference paper
On Collective Intelligence

Part of the book series: Advances in Intelligent and Soft Computing ((AINSC,volume 76))

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Abstract

For today’s customers there is a need for integrated products and service bundles, e.g. a trip with flights, accommodation, local activities, home care during absence etc. To define such bundles, the collective intelligence of customers can be used. Thus, more customer-oriented products (bundles) can be created and the quality of bundles can be increased through the participation of many customers. By letting the collective in the form of customers participate, a solution is being created, which is better than any solution defined by a single company or any individual of the collective. To achieve this, swarm intelligence, as it can be found with social insects, is being transferred into an innovative digital platform. This platform enables customers to work together as a swarm and provides the means for customers to collectively design bundles and learn from each other.

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References

  1. Ashby, W.R.: An Introduction to Cybernetics. Wiley, New York (1956)

    MATH  Google Scholar 

  2. Heylighen, F.: Principles of Systems and Cybernetics - an Evolutionary Perspective. In: Cybernetics and Systems 1992, pp. 3–10. World Science, Singapore (1992)

    Google Scholar 

  3. Bonabeau, E., Meyer, C.: Swarm Intelligence - A Whole New Way to Think About Business. Harvard Business Review, 107–114 (May 2001)

    Google Scholar 

  4. Tarasewich, P., McMullen, P.R.: Swarm Intelligence – Power in Numbers. Communications of the ACM 45, 62–67 (2002)

    Article  Google Scholar 

  5. Gloor, P.A., Cooper, S.M.: The New Principles of a Swarm Business. MIT Sloan Management Review 48, 81–84 (2007)

    Google Scholar 

  6. Sumpter, D.J.T.: The Principles of Collective Animal Behaviour. Philosophical Transactions of the Royal Society of London 365, 5–22 (2006)

    Article  Google Scholar 

  7. Kelly, K.: Out of Controll – The New Biology of Machines. Fourth Estate, New York (1994)

    Google Scholar 

  8. Couzin, I.D., Krause, J., Franks, N.R., Levin, S.A.: Effective Leadership and Decision Making in Animal Groups on the Move. Nature 433, 513–516 (2005)

    Article  Google Scholar 

  9. Hevner, A.R., March, S.T., Park, J., Ram, S.: Design Science in Information Systems Research. MIS Quarterly 28, 75–105 (2004)

    Google Scholar 

  10. Hess, T., Wilde, T.: Forschungsmethoden der Wirtschaftsinformatik: eine empirische Untersuchung. Wirschaftsinformatik 49, 280–287 (2007)

    Article  Google Scholar 

  11. Bonabeau, E., Dorigo, M., Theraulaz, G.: Swarm Intelligence – From Natural to Artificial Systems. Oxford University Press, New York (1999)

    MATH  Google Scholar 

  12. Dorigo, M., Birattari, M.: Swarm Intelligence. Scholarpedia 9, 1462 (2007)

    Article  Google Scholar 

  13. Kazadi, S.: Swarm Engineering. PhD-Thesis at the California Institute of Technology, Pasadena (2000)

    Google Scholar 

  14. Couzin, I.D., Krause, J., James, R., Ruxton, G.D., Franks, N.R.: Collective Memory and spatial Sorting in Animal Groups. Journal of Theoretical Biology 218, 1–11 (2002)

    Article  MathSciNet  Google Scholar 

  15. Mayr, E.: Das ist Biologie – Die Wissenschaft des Lebens. Spektrum Akademischer Verlag, Berlin (2000)

    Google Scholar 

  16. Beekmann, M., Sumpter, D.J.T., Ratnieks, F.L.W.: Phase Transition Between Disordered and Ordered Foraging in Pharaoh’s Ants. Proceedings of the National Academy of Sciences of the United States of America 98, 9703–9706 (2001)

    Article  Google Scholar 

  17. Grassé, P.-P.: La réconstruction du nid et les coordinations interindividuelles ches Bellicositermes Natalensis et Cubitermes sp. La théorie de la Stigmergie: Essai d’interprétation du comportement des termites constructeurs. Insectes Sociaux 6, 41–81 (1959)

    Google Scholar 

  18. Baumöl, U., Winter, R.: Intentions Value Network: a Business Model of the Information Age. In: Proceedings of the Third International Conference on Enterprise Information Systems, pp. 1075–1080. ICEIS Press, Setubal (2001)

    Google Scholar 

  19. Friedman, J.P., Langlinas, T.C.: Best Intentions: a Business Model for the eEconomy. Outlook 1, 34–41 (1999)

    Google Scholar 

  20. Lastminute.de, http://www.lastminute.de

  21. Expedia.de, http://www.expedia.de

  22. Aberer, K., Wu, J.: Swarm Intelligent Surfing in the Web. In: Cueva Lovelle, J.M., González Rodríguez, B.M., Joyanes Aguilar, L., Labra Gayo, J.E., de Ruiz, M. (eds.) ICWE 2003. LNCS, vol. 2722, pp. 431–440. Springer, Heidelberg (2003)

    Google Scholar 

  23. Kleinaltenkamp, M.: Integrativität als Kern einer umfassenden Leistungslehre. In: Backhaus, K., Günter, B., Kleinaltenkamp, M. (eds.) Marktleistung und Wettbewerb, Gabler, Wiesbaden (1997)

    Google Scholar 

  24. Gloor, P.A.: Swarm Creativity - Competitive Advantage through Collaborative Innovation Networks. Oxford University Press, New York (2006)

    Google Scholar 

  25. Lego Digital Designer, http://ldd.lego.com/

  26. von Ehrenfels, C.: Über Gestaltqualitäten. Vierteljahresschrift für wissenschaftliche Philosophie 14, 249–292 (1890)

    Google Scholar 

  27. EN ISO 9241, http://www.iso.org

  28. Agrawal, R., Imielinski, T., Swami, A.: Mining Association Rules Between Sets of Items in Large Databases. In: SIGMOD 1993, pp. 207–216 (1993)

    Google Scholar 

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Georgi, S., Jung, R. (2010). Use of Swarm Intelligence to Involve Customers in Product Innovation. In: Bastiaens, T.J., Baumöl, U., Krämer, B.J. (eds) On Collective Intelligence. Advances in Intelligent and Soft Computing, vol 76. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-14481-3_6

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  • DOI: https://doi.org/10.1007/978-3-642-14481-3_6

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-14480-6

  • Online ISBN: 978-3-642-14481-3

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