Which will be your firm's next technology? Comparison between machine learning and network-based algorithms

Matteo StraccamoreLuciano Pietronero and Andrea Zaccaria
Published 18 July 2022 • © 2022 The Author(s). Published by IOP Publishing Ltd
Journal of Physics: ComplexityVolume 3Number 3

How do innovation dynamics work? Is it possible to predict which kind of technological innovation will emerge in the medium-term future?

Researchers at CREF Matteo Straccamore, Luciano Pietronero, and Andrea Zaccaria, tried to reconstruct the innovation dynamics of about two hundred thousand companies following their patenting activity for about ten years.