paper-with-me

홈 › Papers

The Emergence of Innovation Complexity at Different Geographical and Technological Scales

2019-09-12

We define a novel quantitative strategy inspired by the ecological notion of nestedness to single out the scale at which innovation complexity emerges from the aggregation of specialized building blocks. Our analysis not only suggests that the innovation space can be interpreted as a natural system in which advantageous capabilities are selected by evolutionary pressure, but also that the emerging structure of capabilities is not independent of the scale of observation at which they are observed. Expanding on this insight allows us to understand whether the capabilities characterizing the innovation space at a given scale are compatible with a complex evolutionary dynamics or, rather, a set of essentially independent activities allowing to reduce the system at that scale to a set of disjoint non interacting sub-systems. This yields a measure of the innovation complexity of the system, i.e. of the degree of interdependence between the sets of capabilities underlying the system's building blocks.

📄 PDF Abstract BibTeX arXiv:1909.05604

Code (0)

등록된 구현이 없습니다.

Similar Papers 제목 키워드 기반

An evolutionary view on the emergence of Artificial Intelligence

2021-01-30 · Matheus E. Leusin, Bjoern Jindra, Daniel S. Hain

This paper draws upon the evolutionary concepts of technological relatedness and knowledge complexity to enhance our understanding of the long-term evolution of Artificial Intelligence (AI). We reveal corresponding patte…

Effects of the institutional change based on democratization on origin and diffusion of technological innovation

2020-01-23

Political systems shape institutions and govern institutional change supporting economic performance, production and diffusion of technological innovation. This study shows, using global data of countries, that instituti…

Anticipating Innovation Using Large Language Models

2026-05-06 · Enrico Maria Fenoaltea, Filippo Santoro, Giordano De Marzo, Segun Taofeek Aroyehun 외 arxiv

Forecasting innovation, intended as the emergence of new technological combinations, is a fundamental challenge for science and policy. We show that forthcoming combinations leave an early trace in the collective languag…

The trickle down from environmental innovation to productive complexity

2022-06-15 · Francesco de Cunzo, Alberto Petri, Andrea Zaccaria, Angelica Sbardella

We study the empirical relationship between green technologies and industrial production at very fine-grained levels by employing Economic Complexity techniques. Firstly, we use patent data on green technology domains as…

Investigating Cultural Dimensions and Technological Acceptance: The Adoption of Electronic Performance and Tracking Systems in Qatar's Football Sector

2025-03-19 · Abdulaziz Al Mannai

Qatar's football sector has undergone a substantial technological transformation with the implementation of Electronic Performance and Tracking Systems (EPTS). This study examines the impact of cultural and technological…