By Tugrul U. Daim,Denise Chiavetta,Alan L. Porter,Ozcan Saritas
This e-book goals to spot promising destiny developmental possibilities and purposes for Tech Mining. in particular, the enclosed contributions will pursue 3 converging themes:
- The expanding availability of digital textual content info assets on the subject of technology, know-how and Innovation (ST&I).
- The a number of equipment which are capable of deal with this knowledge successfully and contain capacity to faucet into human services and interests.
- Translating these analyses to supply worthwhile intelligence on most probably destiny advancements of specific rising S&T targets.
Tech Mining might be outlined as textual content analyses of ST&I details assets to generate aggressive Technical Intelligence (CTI). It combines bibliometrics and complex textual content analytic, drawing on really expert wisdom concerning ST&I. Tech Mining can also be seen as a unique type of “Big information” analytics since it searches on a aim rising expertise (or key association) of curiosity in worldwide databases. One then downloads, ordinarily, millions of field-structured textual content documents (usually abstracts), and analyses these for priceless CTI. Forecasting Innovation Pathways (FIP) is a technique drawing on Tech Mining plus extra steps to elicit stakeholder and professional wisdom to hyperlink contemporary ST&I job to most probably destiny development.
A decade in the past, we demeaned administration of know-how (MOT) as a little bit self-satisfied and ignorant. Most know-how managers relied overwhelmingly on informal human judgment, mostly oblivious of the possibility of empirical analyses to notify R&D administration and technology coverage. CTI, Tech Mining, and FIP are altering that. the buildup of Tech Mining learn during the last decade deals a wealthy source of capacity to get at rising expertise advancements and organizational networks up to now. Efforts to bridge from these contemporary histories of improvement to undertaking most probably FIP, although, turn out significantly more durable. One concentration of this quantity is to increase the repertoire of knowledge assets; that would improve FIP.
Featuring situations of novel ways and purposes of Tech Mining and FIP, this quantity will current frontier advances in ST&I textual content analytics that might be of interest to scholars, researchers, practitioners, students and coverage makers within the fields of R&D making plans, expertise administration, technology coverage and innovation strategy.
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Extra resources for Anticipating Future Innovation Pathways Through Large Data Analysis (Innovation, Technology, and Knowledge Management)
Anticipating Future Innovation Pathways Through Large Data Analysis (Innovation, Technology, and Knowledge Management) by Tugrul U. Daim,Denise Chiavetta,Alan L. Porter,Ozcan Saritas