6 citations · 8 across the 7 of their papers we have counts for
5 papers · 1 filter
Comparative Analysis of Technological Fitness and Coherence at different geographical scales
Matteo Straccamore, Matteo Bruno, Andrea Tacchella
Debates over the trade-offs between specialization and diversification have long intrigued scholars and policymakers. Specialization can amplify an economy by concentrating on core…
Machine learning-based similarity measure to forecast M&A from patent data
Giambattista Albora, Matteo Straccamore, Andrea Zaccaria
Defining and finalizing Mergers and Acquisitions (M&A) requires complex human skills, which makes it very hard to automatically find the best partner or predict which firms will ma…
The geography of innovation dynamics
Matteo Straccamore, Vittorio Loreto, Pietro Gravino
Cities and metropolitan areas are major drivers of creativity and innovation in all possible sectors: scientific, technological, social, artistic, etc. The critical concentration a…
Spaces of innovation and venture formation: the case of biotech in the United Kingdom
Francesco Marzolla, Przemysław Nowak, Rohit Sahasrabuddhe +4
Patents serve as valuable indicators of innovation and provide insights into the spaces of innovation and venture formation within geographic regions. In this study, we utilise pat…
Which will be your firm's next technology? Comparison between machine learning and network-based algorithms
Matteo Straccamore, Luciano Pietronero, Andrea Zaccaria
We reconstruct the innovation dynamics of about two hundred thousand companies by following their patenting activity for about ten years. We define the technological portfolios of…