Publications Archive

Computational Social Science Health

Quantifying the importance and location of SARS-CoV-2 transmission events in large metropolitan areas

Alberto Aleta, David Martín-Corral, Michiel A. Bakker, Ana Pastore Y Piontti, Marco Ajelli, Maria Litvinova, Matteo Chinazzi, Natalie E. Dean, M. Elizabeth Halloran, Ira M. Longini Jr, Alex Pentland, Alessandro Vespignani, Yamir Moreno, Esteban Moro

PNAS119(26), e2112182119 (2022)

All the lonely people: Effects of social isolation on self-disclosure of loneliness on Twitter

Anya Hommadova Lu, Yelena Mejova

New Media & Society (2022)

Ensemble of opinion dynamics models to understand the role of the undecided about vaccines

Jacopo Lenti,

Journal of Complex Networks10(3), cnac018 (2022)

Assessing the Risk of Spatial Spreading of Diseases in Hospitals

Dan Lu, Alberto Aleta, Yamir Moreno

Frontiers in Physics10, 882314 (2022)

Impact of vaccine hesitancy on secondary COVID-19 outbreaks in the US: an age-structured SIR model

Alfonso De Miguel-Arribas, Alberto Aleta, Yamir Moreno

BMC Infectious Diseases22(511), (2022)

From subcritical behavior to a correlation-induced transition in rumor models

Guilherme Ferraz de Arruda, Lucas G. S. Jeub, Angélica S. Mata, Francisco Aparecido Rodrigues, Yamir Moreno

Nature Communications13, 3049 (2022)

The rise and fall of countries in the global value chains

Luiz G. A. Alves, Giuseppe Mangioni, Francisco Aparecido Rodrigues, Pietro Panzarasa, Yamir Moreno

Scientific Reports12, 9086 (2022)

The Effect of People Recommenders on Echo Chambers and Polarization

Federico Cinus, Marco Minici, Corrado Monti, Francesco Bonchi

Proceedings of the International AAAI Conference on Web and Social Media16(1), 90-101 (2022)

Health Network Science

Echoes through Time: Evolution of the Italian COVID-19 Vaccination Debate

Giuseppe Crupi, Yelena Mejova, Michele Tizzani, Daniela Paolotti, André Panisson

Proceedings of the Sixteenth International AAAI Conference on Web and Social Media16(1), 102-113 (2022)

Computational Social Science Health

Time-varying graph representation learning via higher-order skip-gram with negative sampling

Simone Piaggesi, André Panisson

EPJ Data Science11(33), 1-21 (2022)

Evidence of pandemic fatigue associated with stricter tiered COVID-19 restrictions

Federico Delussu, Michele Tizzoni, Laetitia Gauvin

PLoS Digital Health1(5), e0000035 (2022)

Dynamics of economic unions: An agent-based model to investigate the economic and social drivers of withdrawals

Carlos Gracia-Lázaro, Fabio Dercole, Yamir Moreno

Chaos, Solitons & Fractals160, 112223 (2022)

Anatomy of the first six months of COVID-19 vaccination campaign in Italy

Nicolò Gozzi, Matteo Chinazzi, Jessica T. Davis, Ana Pastore Y Piontti, Marco Ajelli, Nicola Perra, Alessandro Vespignani

PLoS Computational Biology18(5), e1010146 (2021)

Addressing the socioeconomic divide in computational modeling for infectious diseases

Michele Tizzoni, Elaine O. Nsoesie, Laetitia Gauvin, Márton Karsai, Nicola Perra, Shweta Bansal

Nature Communication13, 2897 (2022)

STAMINA: Bioinformatics Platform for Monitoring and Mitigating Pandemic Outbreaks

Nikolaos Bakalos, Maria Kaselimi, Nikolaos Doulamis, Anastasios Doulamis, Dimitrios Kalogeras, Mathaios Bimpas, Agapi Davradou, Aggeliki Vlachostergiou, Anaxagoras Fotopoulos, Maria Plakia, Alexandros Karalis, Sofia Tsekeridou, Themistoklis Anagnostopoulos, Angela Maria Despotopoulou, Ilaria Bonavita, Katrina Petersen, Leonidas Pelepes, Lefteris Voumvourakis, Anastasia Anagnostou, Derek Groen, Kate Mintram, Arindam Saha, Simon J. E. Taylor, Charon van der Ham, Patrick Kaleta, Dražen Ignjatović, Luca Rossi

Technologies10(3), 63 (2022)

Measuring user engagement with low credibility media sources in a controversial online debate

Salvatore Vilella, Alfonso Semeraro, Daniela Paolotti, Giancarlo Ruffo

EPJ Data Science11(29), (2022)

Data Science Health

Staying Strong, But For How Long? Mental Health During COVID-19 in Italy

Francesca Marazzi, Andrea Piano Mortari, Federico Belotti, Giuseppe Carrà, Ciro Cattuto, Joanna Kopinska, Daniela Paolotti, Vincenzo Atella

CEIS - Research Papers20(4), 541 (2022)

The evolving causal structure of equity risk factors

Gabriele D'Acunto, Paolo Bajardi, Francesco Bonchi, Gianmarco De Francisci Morales

ICAIF '21: Proceedings of the Second ACM International Conference on AI in Finance5, 1-8 (2022)

Sustainable Development

Identifying urban features for vulnerable road user safety in Europe

Marina Klanjčić, Laetitia Gauvin, Michele Tizzoni, Michael Szell

EPJ Data Science11(27), 1-15 (2022)