an objective industry classification that clusters companies using patent citations to better measure changes in company … structure over time. Our classification predicts daily stock co-movement between 5% and 25% better than SIC and NAICS …

propose a new methodology to automate patent classification. We contrast existing taxonomies with our own upon a widely used … patent dataset. In a regression analysis of patent classes upon patent characteristics, we show that classification bias …