Billington, Stephen D.; Hanna, Alan J. - 2018
Patent studies inform our understanding of innovation. Any study of patenting involves classifying patent data …, making them diffcult to replicate. Because of this, we develop a new patent taxonomy using machine learning techniques, and … propose a new methodology to automate patent classification. We contrast existing taxonomies with our own upon a widely used …