Introducing DynaPTI–constructing a dynamic patent technology indicator using text mining and machine learning

Patent data is an established source of information for both scientific research and corporate intelligence. Yet, most patent-based technology indicators fail to consider firm-level dynamics regarding their technological quality and technological activity. Accordingly, these indicators are unlikely...

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Bibliographic Details
Main Authors: Michael Freunek, Matthias Niggli
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-05-01
Series:Frontiers in Artificial Intelligence
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2023.1136846/full