Application of Artificial Intelligence in New Product Development: Innovative Cases of Crowdsourcing

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Expert Clouds and Applications

Part of the book series: Lecture Notes in Networks and Systems ((LNNS,volume 209))

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Abstract

Crowdsourcing is a community-based approach to solve any problem faced by societies, business enterprises, non-profit organizations and the governments by means of collective wisdom and an indomitable desire to find solutions out of their own volition. The concept of crowdsourcing is about three hundred years old. However, progress in artificial intelligence has made the practice of crowdsourcing all the more popular in recent times. The concept based on open innovation has touched all aspects of human life and all the areas of management functions. Likewise, crowdsourcing has revolutionized new product development as evident from various success stories. A comprehensive review of 32 researches on the theme from diverse perspectives has been conducted to explore the instrumentality as well as the efficacy of crowdsourcing as a tool for new product development in the emerging scenario while leveraging the power of artificial intelligence.

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References

  1. Rouse, A.: A Preliminary taxonomy of crowdsourcing. In; ACIS 2010 Proceedings, vol. 76. https://aisel.aisnet.org/acis2010/76/ (2010)

  2. Spencer, R.W.: Open innovation in the eighteenth century: the longitude problem. Res. Technol. Manag. 55(4), 39–44 (2012)

    Article  Google Scholar 

  3. Howe, J.: The rise of crowdsourcing. Wired 14(6), 1–5 (2006)

    Google Scholar 

  4. Morphy, E. The dark side of crowdsourcing. LinuxInsider. https://chacocanyon.com/pdfs/LinuxInsider%202009-04-24 (2009)

  5. Harris, C.G.: Dirty deeds done dirt cheap a darker side to crowdsourcing. In: Proceedings—2011 IEEE International Conference on Privacy, Security, Risk and Trust and IEEE International Conference on Social Computing, PASSAT/Social.Com, pp. 1314–1317 (2011)

    Google Scholar 

  6. Simula, H.: The rise and fall of crowdsourcing? In: Proceedings of the Annual Hawaii 123 International Conference on System Sciences, pp. 2783–2791 (2013)

    Google Scholar 

  7. Heidenreich, S., Wittkowski, K., Handrich, M., Falk, T.: The dark side of customer cocreation: exploring the consequences of failed co-created services. J. Acad. Mark. Sci. 43(3), 279–296 (2015)

    Article  Google Scholar 

  8. Lohr, S.: The age of big data. New York Times, 11. https://www.nytimes.com/2012/02/12/sunday-review/big-datas-impac(d1wqtxts1xzle7.cloudfront.net) (2012)

  9. Estelles-Arolas, E., Gonzalez-Ladron-de-Guevara, F.: Towards an integrated crowdsourcing definition. J. Inf. Sci. 38(2), 189–200 (2012)

    Article  Google Scholar 

  10. Kietzmann, J.H.: Crowdsourcing: a revised definition and introduction to new research. Bus. Horiz. 60(2), 151–153 (2017). https://doi.org/10.1016/j.bushor.2016.10.001

    Article  Google Scholar 

  11. Garrigos-Simon, F.J., Narangajavana, Y., Galdón-Salvador, J.L.: Crowdsourcing as a competitive advantage for new business models. In: Gil-Pechuán, I., et al. (eds.) Strategies in E-Business, pp. 29–37. Springer, New York (2014)

    Chapter  Google Scholar 

  12. Brown, T.E.: Sensor-based entrepreneurship: a framework for develo** new products and services. Bus. Horiz. 60, 819–830 (2017)

    Article  Google Scholar 

  13. Goncalves, J.: Situated Crowdsourcing: Feasibility, Performance, and Behaviours. University of Oulu, Oulu, Finland. Available at https://jultika.oulu.fi/files/isbn9789526208503.pdf (2015)

  14. Zhu, J.J., Li, S.Y., Andrews, M.: Ideator expertise and cocreator inputs in crowdsourcing-based new product development. J. Product Innov. Manag. 34(5), 598–616 (2017)

    Article  Google Scholar 

  15. Gatautis, R., Vitkauskaite, E.: Crowdsourcing application in marketing activities. Procedia Soc. Behav. Sci. 110, 1243–1250 (2014). https://doi.org/10.1016/j.sbspro.2013.12.971

    Article  Google Scholar 

  16. Whitla, P.: Crowdsourcing and its application in marketing activities. Contemp. Manag. Res. 5(1), 15–28 (2009)

    Article  Google Scholar 

  17. Bayus, B.L.: Crowdsourcing new product ideas over time: an analysis of the Dell IdeaStorm Community. Manag. Sci. 59(1), 226–244 (2013)

    Article  Google Scholar 

  18. Schemmann, B., Herrmann, A.M., Chappin, M.M., Heimeriks, G.J.: Crowdsourcing ideas: involving ordinary users in the ideation phase of new product development. Res. Policy 45(6), 1145–1154 (2016)

    Article  Google Scholar 

  19. Poetz, M.K., Schreier, M.: The value of crowdsourcing: can users really compete with professionals in generating new product ideas? J. Product Innov. Manag. 29(2), 245–256 (2012)

    Article  Google Scholar 

  20. Allen, B.J., Chandrasekaran, D., Basuroy, S.: Design crowdsourcing: The impact on new product performance of sourcing design solutions from the “crowd.” J. Mark. 82(2), 106–123 (2018)

    Article  Google Scholar 

  21. Brondoni, S.M.: Intangibles, Global networks and corporate social responsibility. Symphonya Emerg. Issues Manag. 2, 6–24 (2010)

    Google Scholar 

  22. Kavaliova, M., Virjee, F., Maehle, N. and Kleppe, I. A.: Crowdsourcing innovation and product development: gamification as a motivational driver. Cogent Bus. Manag. 3(1) (2016)

    Google Scholar 

  23. Horton, J. J. and Chilton, L. B.: The labor economics of paid crowdsourcing. In: Proceedings of the 11th ACM Conference on Electronic Commerce, Harvard University, MA, pp. 209–218 (2010)

    Google Scholar 

  24. Tran, A., ul Hasan, S., Park, J.: Crowd participation patterns in the phases of a product development process that utilizes crowdsourcing. Ind. Eng. Manag. Syst. 11(3), 266–275 (2012)

    Google Scholar 

  25. Ebner, W., Leimeister, J.M., Krcmar, H.: Community engineering for innovations: the ideas competition as a method to nurture a virtual community for innovations. R&D Manag. 39(4), 342–356 (2009)

    Article  Google Scholar 

  26. Albors, J., Ramos, J.C., Hervas, J.L.: New learning network paradigms: communities of objectives, crowdsourcing, wikis and open source. Int. J. Inf. Manag. 28(3), 194–202 (2008)

    Article  Google Scholar 

  27. Wightman, D.: Crowdsourcing human-based computation. In: Proceedings of the 6th Nordic Conference on Human-Computer Interaction: Extending Boundaries, Reykjavik, Iceland, pp. 551–560 (2010)

    Google Scholar 

  28. Panchal, J.H.: Using crowds in engineering design: towards a holistic framework. In: Proceedings of ICED 2015/20th International Conference on Engineering Design, Milan, Italy, July 27 - 30, 2011, The Design Society, pp. 27–30 (2015)

    Google Scholar 

  29. Saldanha, F.P., Cohendet, P., Pozzebon, M.: Challenging the stage-gate model in crowdsourcing: the case of Fiat Mio in Brazil. Technol. Innov. Manag. Rev. 4(9), 28–35 (2014)

    Article  Google Scholar 

  30. Huang, Y., Singh, P.V., Srinivasan, K.: Crowdsourcing new product ideas under consumer learning. Manag. Sci. 60(9), 2138–2159 (2014)

    Article  Google Scholar 

  31. Zahay, D., Hajli, N., Sihi, D.: Managerial perspectives on crowdsourcing in the new product development process. Ind. Mark. Manag. 71, 41–53 (2018)

    Article  Google Scholar 

  32. Djelassi, S., Decoopman, I.: Customers’ participation in product development through crowdsourcing: issues and implications. Ind. Mark. Manag. 42(5), 683–692 (2013)

    Article  Google Scholar 

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Jha, S.K., Bansal, S. (2022). Application of Artificial Intelligence in New Product Development: Innovative Cases of Crowdsourcing. In: Jeena Jacob, I., Gonzalez-Longatt, F.M., Kolandapalayam Shanmugam, S., Izonin, I. (eds) Expert Clouds and Applications. Lecture Notes in Networks and Systems, vol 209. Springer, Singapore. https://doi.org/10.1007/978-981-16-2126-0_6

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