Abstract
There are few possibilities for acquiring knowledge related to innovation. Firstly, acquiring knowledge using machine learning typically requires structured and classified data and/or cases, and lots of them. Secondly, manual acquisition of knowledge requires human expertise. Both approaches seem impractical when it comes to innovation knowledge. While innovation is recognized as a vital part of sustainability within organizations, there is little assistance with how we can acquire, reuse or share the innovation knowledge that may exist. We suggest a technique and present preliminary results of an evaluation study using this approach.
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References
Bell, G., McNamara, J.F.: McHigh-Tech ventures: the guide for entrepreneurial success. Perseus Books Publishing L.L.C, New York (1991)
Busch, P., Richards, D.: Building and Utilising an IT Tacit Knowledge Inventory. In: Proceedings 14th Australasian Conference on Information Systems (ACIS 2003), Perth Australia, November 26-28 (2003)
Busch, P., Richards, D.: Acquisition of articulable tacit knowledge. In: Proceedings of the Pacific Knowledge Acquisition Workshop (PKAW 2004), in conjunction with The 8th Pac.Rim Int.l Conf. on AI, Auckland, NZ, August 9-13, pp. 87–101 (2004)
Busch, P., Richards, D.: An Approach to Understand, Capture and Nurture Creativity and Innovation Knowledge. In: Proc. 15th Australasian Conference on Information Systems (ACIS 2005), Sydney, Australia, November 30-December 2 (2005)
Fenwick: Innovation: examining workplace learning in new enterprises. Journal of Workplace Learning 15(3), 123–132 (2003)
Ganter, R., Wille, R.: Formal concept analysis: Mathematical foundations. Springer, Germany (1999)
Gough, H.: Studies of the Myers-Briggs Type Indicator in a Personality Assessment Research Institute. In: Fourth National Conference on the Myers-Briggs Type Indicator, Stanford University, CA (July 1981)
Kirton, M.: Adaptors and Innovators: why new initiatives get blocked. In: Henry, J. (ed.) Creative Management, 2nd edn., pp. 169–180. Cromwell Press Ltd, London (2001)
Leonard, D., Sensiper, S.: The role of tacit knowledge in group innovation California Management Review Berkeley; Spring 40(3) (electronic) (1998)
Schweizer, T.S.: An Individual Psychology of Novelty-Seeking, Creativity and Innovation ERIM Ph.D. Series, 48 (2004)
Sternberg, R., Wagner, R., Williams, W., Horvath, J.: Testing common sense. American psychologist 50(11), 912–927 (1995)
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© 2006 Springer-Verlag Berlin Heidelberg
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Busch, P., Richards, D. (2006). Acquiring Innovation Knowledge. In: Hoffmann, A., Kang, Bh., Richards, D., Tsumoto, S. (eds) Advances in Knowledge Acquisition and Management. PKAW 2006. Lecture Notes in Computer Science(), vol 4303. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11961239_25
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DOI: https://doi.org/10.1007/11961239_25
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-68955-3
Online ISBN: 978-3-540-68957-7
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