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Titlebook: Anticipating Future Innovation Pathways Through Large Data Analysis; Tugrul U. Daim,Denise Chiavetta,Ozcan Saritas Book 2016 Springer Inte

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https://doi.org/10.1007/978-3-322-89598-1ing domain in order to take steps toward building an Innovation and Design Process Ontology that can be applied to the Forecasting Innovation Pathways (FIP) framework as a means of capturing and understanding the influences on the technology delivery system.
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,„… dass ich mich auch selber ausbeute“,al data cleaning, underlying semantic topics hidden in large archives of patent claims are revealed automatically. Topics are defined by probability distributions over words instead of terms and their frequency, so that polysemy is allowed. A case study using patents published in the United States P
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,„Kaum Momente, wo ich mich erholen kann“,rces and apply the fuzzy set to transfer vague expert knowledge to defined numeric values for automatic TRM generation. We focus on a case study on computer science-related R&D. Empirical data from the United States (US) National Science Foundation (NSF) Award data (innovative research ideas and pro
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,„… dass ich mich auch selber ausbeute“,izations could benefit many internal activities. It could help organizations to identify the group of experts for technology roadmapping (TRM) or R&D related activities, to know who the most appropriate expert for future collaboration may be, and to see the pattern of the interactions for future R&D
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,„Von morgens bis abends im Ring gestanden“,c and private policies to improve research in the field. The method resulted in 1333 primary patent applications of new antibiotics that were analyzed regarding the discovery strategy, the chemical classes, and mechanisms of action and according to the bacteria for which they are active. This analys
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2197-5698 s, typically, thousands of field-structured text records (usually abstracts), and analyses those for useful CTI.  Forecasting Innovation Pathways (FIP) is a methodology drawing on Tech Mining plus additional st978-3-319-81806-1978-3-319-39056-7Series ISSN 2197-5698 Series E-ISSN 2197-5701
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