Measuring Technology Maturity
Operationalizing Information from Patents, Scientific Publications, and the Web
Measuring Technology Maturity
Operationalizing Information from Patents, Scientific Publications, and the Web
Till Albert presents amachine learning based approach to harnessing information contained in big datafrom different media sources such as patents, scientific publications, or theinternet. He shows how this information can be used for automated maturityevaluation of yet unknown technologies. Elaborate patent based indicators containvery useful information on technological aspects of maturity but lack forothers such as social, economic, ecological, or political factors. The approachpresented in this book is able to incorporate these other factors and provide afirm basis for robust technology maturity and speed of maturity evaluation.
Information Scattering in Different Text Media.- Identifying Text MediaSuitable for Informetric Analyses and Deriving Relevant Indicator Values.- Using Machine Learningto Gauge the Maturity Classification Performance of a Set of Indicators.- Representation,Interpretation, and Utilization of Maturity Analysis Results.
Albert, Till
| ISBN | 978-3-658-12131-0 |
|---|---|
| Media type | Book |
| Edition number | 1st ed. 2016 |
| Copyright year | 2016 |
| Publisher | Springer, Berlin |
| Length | XXIX, 311 pages |
| Language | English |
