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Text mining for technology roadmapping - the strategic value of information

 
: Kayser, Victoria; Goluchowicz, Kerstin; Bierwisch, Antje

International Society for Professional Innovation Management -ISPIM-:
6th ISPIM Innovation Symposium 2013. Innovation in the Asian Century : Melbourne, 08-11 December 2013
Manchester: ISPIM, 2013
ISBN: 978-952-265-423-6
International Society for Professional Innovation Management (ISPIM Innovation Symposium) <6, 2013, Melbourne>
English
Conference Paper
Fraunhofer ISI ()
strategic foresight; roadmapping; strategy development; text mining; publication analysis; technology monitoring; data mining; innovation management

Abstract
Technology roadmapping is a well established method used in strategy development to map alternative future paths, while text mining offers untapped potentials concerning early detection and environmental scanning. In this paper, the roadmapping process is split into different phases in order to analyze which text mining methods could add further value in each phase. This leads to a two-layered process model, which includes text mining techniques to systematically integrate external information in ongoing roadmapping processes. Textual data can be used for a structured analysis and exploration of thematic fields and an objective quantitative summary of actual developments. To demonstrate some of the benefits, the field of ?cloud computing? is used to illustrate the procedure. As we will show in this article, the results provided by this approach extend the existing methodology and serve as an objective comparison to expert opinion.

: http://publica.fraunhofer.de/documents/N-277696.html