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2016 | OriginalPaper | Buchkapitel

Big Data Analytics as Input for Problem Definition and Idea Generation in Technological Design

verfasst von : Ma-Lorena Escandón-Quintanilla, Mickaël Gardoni, Patrick Cohendet

Erschienen in: Product Lifecycle Management for Digital Transformation of Industries

Verlag: Springer International Publishing

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Abstract

Big data analytics enables organizations to process massive amounts of data in shorter amounts of time and with more understanding than ever before. Many uses have been found to take advantage of this tools and techniques, especially for decision making. However, little applications have been found in the first stages of innovation, namely problem definition and idea generation. This paper discusses how big data analytics can be utilized in those stages. It includes an example of application in problem definition and proposes a case study implementation in a higher education setting for idea generation.

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Vorheriges Kapitel On Applicability of Big Data Analytics in the Closed-Loop Product Lifecycle: Integration of CRISP-DM Standard

Nächstes Kapitel Toward an Extensive Data Integration to Address Reverse Engineering Issues

Fleming, L., Szigety, M.: Exploring the tail of creativity: an evolutionary model of breakthrough invention. Advances in Strategic Management, vol. 23, pp. 335–359 (2006)

Koestler, A.: The act of creation (1964)

Howard, T.J., Culley, S.J., Dekoninck, E.: Information as an input into the creative process. In: DS 36 Proceedings DESIGN 2006, the 9th International Design Conference, Dubrovnik, Croatia (2006)

Glier, M.W., Schmidt, S.R., Linsey, J.S., McAdams, D.A.: Distributed ideation: idea generation in distributed capstone engineering design teams. Int. J. Eng. Educ. 27(6), 1281–1294 (2011)

Munemori, J., Yoshino, T., Yunokuchi, K.: A spiral-type idea generation method support system for sharing and reusing ideas among a group. In: Proceedings of the IEEE International Conference on Systems, Man and Cybernetics (2001)

Jiménez-Narvaez, L.M., Desrosiers, S., Gardoni, M.: Creative teamwork in quick and long term project development, 24 hours of innovation (2011)

Shneiderman, B., Fischer, G., Czerwinski, M., Resnick, M., Myers, B., Candy, L., Edmonds, E., Eisenberg, M., Giaccardi, E., Hewett, T., Jennings, P., Kules, B., Nakakoji, K., Nunamaker, J., Pausch, R., Selker, T., Sylvan, E., Terry, M.: Creativity support tools: report from a U.S. national science foundation sponsored workshop. Int. J. Hum.-Comput. Interact. 20(2), 61–77 (2006)CrossRef

Müller, L., Wetzel, T., Hobohm, H.C., Schrader, T.: Creativity support tools for data triggered hypothesis generation. In: KICSS, pp. 24–27, November 2012

Kabir, N., Carayannis, E.: Big data, tacit knowledge and organizational competitiveness. J. Intell. Stud. Bus. 3, 54–62 (2013)

10.

Koutroumpis, P., Leiponen, A.: Understanding the value of big data. In: IEEE Conference on Big Data. Sillicon Valley, CA, October 2013

11.

Hamman, M.: Priming computer-assisted music composition through design of human/computer interaction. In: Mastorakis, N.E. (ed.) Mathematics and Computers in Modern Science - Acoustics and Music, Biology and Chemistry, Business and Economics, pp. 75–82. World Scientific Engineering Society (2000)

12.

Shan, Z., Zhu, Y., Zhao, T.: Kaleidoscope: computer-assisted ideation through idea network exploration. CS 224W 2013 Project Final report. Department of Computer Science, Stanford University (2013)

13.

Maccrimmon, K.R., Wagner, C.: The architecture of an information system for the support of alternative generation. J. Manage. Inf. Syst. 8(3), 49–67 (1991)CrossRef

14.

Dove, G., Jones, S.: Using information visualization to support creativity in service design workshops. In: Proceedings of ServDes (2014)

15.

Ardaiz-Villanueva, O., Nicuesa-Chacón, X., Brene-Artazcoz, O., De Acedo, S., Lizarraga, M.L., De Acedo, S., Baquedano, M.T.: Evaluation of computer tools for idea generation and team formation in project-based learning. Comput. Educ. 56(3), 700–711 (2011)CrossRef

16.

Wodehouse, A., Ion, W.: Augmenting the 6-3-5 method with design information. Res. Eng. Des. 23(1), 5–15 (2012)CrossRef

17.

Munemori, J., Nagasawa, Y.: GUNGEN: groupware for a new idea generation support system. Inf. Softw. Technol. 38(3), 213–220 (1996)CrossRef

18.

Yuizono, T., Kayano, A., Shigenobu, T., Yoshino, T., Munemori, J.: Groupware for a new idea generation with the semantic chat conversation data. In: Khosla, R., Howlett, R.J., Jain, L.C. (eds.) KES 2005. LNCS (LNAI), vol. 3681, pp. 1044–1050. Springer, Heidelberg (2005). doi:10.1007/11552413_148 CrossRef

19.

Graetz, K.A., Barlow, C.B., Proulx, N., Pape, L.J.: Facilitating idea generation in computer-supported teleconferences (1997)

20.

Jung, J.H., Schneider, C., Valacich, J.: Enhancing the motivational affordance of information systems: the effects of real-time performance feedback and goal setting in group collaboration environments. Manage. Sci. 56(4), 724–742 (2010)CrossRef

21.

Parjanen, S., Hennala, L., Konsti-Laakso, S.: Brokerage functions in a virtual idea generation platform: possibilities for collective creativity? Innov.: Manage. Policy Pract. 14(3), 363–374 (2012)CrossRef

22.

Wang, H., Ohsawa, Y.: Data-driven innovation technologies for smarter business from innovators’ market game to ichance creativity support system. In: Ohsawa, Y., Abe, A. (eds.) Advances in Chance Discovery, vol. 423, pp. 107–125. Springer, New York (2013)CrossRef

23.

Gumienny, R., Gericke, L., Wenzel, M., Meinel, C.: Supporting creative collaboration in globally distributed companies (2013)

24.

IP Metrix Solution - TKM (2016). Tkm.fr. http://www.tkm.fr/en/ip-metrix-solution.php. Accessed 10 June 2016

Titel: Big Data Analytics as Input for Problem Definition and Idea Generation in Technological Design
verfasst von: Ma-Lorena Escandón-Quintanilla
Mickaël Gardoni
Patrick Cohendet
Verlag: Springer International Publishing
Buch: Product Lifecycle Management for Digital Transformation of Industries
Print ISBN: 978-3-319-54659-9

Electronic ISBN: 978-3-319-54660-5

Copyright-Jahr: 2016
DOI: https://doi.org/10.1007/978-3-319-54660-5_42

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