activity
20092025
most citedAchieving competitive advantage in academia through early career coauthorship with top scientists

258 citations · 1.1k across the 40 of their papers we have counts for

collaborators

41 papers

physics.soc-ph2025

Peer influence breaks ergodicity in an opinion dynamics model with external information

Federica De Domenico, Fabio Caccioli, Giacomo Livan

We present a stochastic imitation-based model of opinion dynamics in which agents balance social conformity with responsiveness to an external signal. The model captures how popula…

physics.soc-ph2024

Who should fight the spread of fake news?

Diana Riazi, Giacomo Livan

This study investigates who should bear the responsibility of combating the spread of misinformation in social networks. Should that be the online platforms or their users? Should…

physics.soc-ph2024

Mitigating Disinformation in Social Networks through Noise

Diana Riazi, Giacomo Livan

An abundance of literature has shown that the injection of noise into complex socio-economic systems can improve their resilience. This study aims to understand whether the same ap…

physics.soc-ph2024★ 1 cited

Imitation vs serendipity in ranking dynamics

Federica De Domenico, Fabio Caccioli, Giacomo Livan +2

Participants in socio-economic systems are often ranked based on their performance. Rankings conveniently reduce the complexity of such systems to ordered lists. Yet, it has been s…

physics.soc-ph2023

The academic Great Gatsby Curve

Ye Sun, Fabio Caccioli, Xiancheng Li +1

The Great Gatsby Curve measures the relationship between income inequality and intergenerational income persistence. By utilizing genealogical data of over 245,000 mentor-mentee pa…

cs.DL2023

Breaking down the relationship between academic impact and scientific disruption

Mingtang Li, Giacomo Livan, Simone Righi

We examine the tension between academic impact - the volume of citations received by publications - and scientific disruption. Intuitively, one would expect disruptive scientific w…