Billington, Stephen - 2020
We investigate how patent classification influences the interpretation of patent statistics. Innovation researchers … currently make use of various patent classification schemas, which are hard to replicate. Using machine learning techniques, we … construct a transparent, replicable and adaptable patent taxonomy, and a new automated methodology for classifying patents. We …