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…