Network dynamics of innovation processes

I Iacopini, S Milojević, V Latora - Physical review letters, 2018 - APS
We introduce a model for the emergence of innovations, in which cognitive processes are
described as random walks on the network of links among ideas or concepts, and an …

Self-organised critical dynamics as a key to fundamental features of complexity in physical, biological, and social networks

B Tadić, R Melnik - Dynamics, 2021 - mdpi.com
Studies of many complex systems have revealed new collective behaviours that emerge
through the mechanisms of self-organised critical fluctuations. Subject to the external and …

Mechanisms of self-organized criticality in social processes of knowledge creation

B Tadić, MM Dankulov, R Melnik - Physical Review E, 2017 - APS
In online social dynamics, a robust scale invariance appears as a key feature of
collaborative efforts that lead to new social value. The underlying empirical data thus offers a …

Collaborative creativity in TikTok music duets

K O'Toole - Proceedings of the 2023 CHI Conference on Human …, 2023 - dl.acm.org
On the social media platform TikTok, users are able to engage with each other's content by
using the Duet feature, which allows them to re-share another user's video while also …

From symbols to embeddings: A tale of two representations in computational social science

H Chen, C Yang, X Zhang, Z Liu… - Journal of Social …, 2021 - ieeexplore.ieee.org
Computational Social Science (CSS), aiming at utilizing computational methods to address
social science problems, is a recent emerging and fast-developing field. The study of CSS is …

Bursts of communication increase opinion diversity in the temporal Deffuant model

F Zarei, Y Gandica, LEC Rocha - Scientific Reports, 2024 - nature.com
Human interactions create social networks forming the backbone of societies. Individuals
adjust their opinions by exchanging information through social interactions. Two recurrent …

Modeling latent infection transmissions through biosocial stochastic dynamics

B Tadić, R Melnik - PloS one, 2020 - journals.plos.org
The events of the recent SARS-CoV-2 epidemics have shown the importance of social
factors, especially given the large number of asymptomatic cases that effectively spread the …

Mitigating herding in hierarchical crowdsourcing networks

H Yu, C Miao, C Leung, Y Chen, S Fauvel, VR Lesser… - Scientific reports, 2016 - nature.com
Hierarchical crowdsourcing networks (HCNs) provide a useful mechanism for social
mobilization. However, spontaneous evolution of the complex resource allocation dynamics …

Signatures of criticality in turning avalanches of schooling fish

A Puy, E Gimeno, D March-Pons, MC Miguel… - Physical Review …, 2024 - APS
Moving animal groups transmit information through propagating waves or behavioral
cascades, exhibiting characteristics akin to systems near a critical point from statistical …

Interacting discovery processes on complex networks

I Iacopini, G Di Bona, E Ubaldi, V Loreto, V Latora - Physical Review Letters, 2020 - APS
Innovation is the driving force of human progress. Recent urn models reproduce well the
dynamics through which the discovery of a novelty may trigger further ones, in an expanding …