| Behaviors and attitudes in response to the COVID-19 pandemic: Insights from a cross-national Facebook survey D Perrotta, A Grow, F Rampazzo, J Cimentada, E Del Fava, S Gil-Clavel, ... EPJ Data Science, 2020 | 150 | 2020 |
| Participatory syndromic surveillance of influenza in Europe C Guerrisi, C Turbelin, T Blanchon, T Hanslik, I Bonmarin, D Levy-Bruhl, ... The Journal of infectious diseases 214 (suppl_4), S386-S392, 2016 | 122 | 2016 |
| Forecasting seasonal influenza fusing digital indicators and a mechanistic disease model Q Zhang, N Perra, D Perrotta, M Tizzoni, D Paolotti, A Vespignani Proceedings of the 26th International Conference on World Wide Web, 311-319, 2017 | 95 | 2017 |
| Influenzanet: citizens among 10 countries collaborating to monitor influenza in Europe CE Koppeschaar, V Colizza, C Guerrisi, C Turbelin, J Duggan, ... JMIR public health and surveillance 3 (3), e66, 2017 | 81 | 2017 |
| Linking excess mortality to mobility data during the first wave of COVID-19 in England and Wales U Basellini, D Alburez-Gutierrez, E Del Fava, D Perrotta, M Bonetti, ... SSM-Population Health, 100799, 2021 | 75 | 2021 |
| Differential impact of physical distancing strategies on social contacts relevant for the spread of SARS-CoV-2: evidence from a cross-national online survey, March–April 2020 E Del Fava, J Cimentada, D Perrotta, A Grow, F Rampazzo, S Gil-Clavel, ... BMJ open 11 (10), e050651, 2021 | 71 | 2021 |
| Participatory online surveillance as a supplementary tool to sentinel doctors for influenza-like illness surveillance in Italy D Perrotta, A Bella, C Rizzo, D Paolotti PloS one 12 (1), e0169801, 2017 | 61 | 2017 |
| Combining participatory influenza surveillance with modeling and forecasting: Three alternative approaches JS Brownstein, S Chu, A Marathe, MV Marathe, AT Nguyen, D Paolotti, ... JMIR public health and surveillance 3 (4), e83, 2017 | 56 | 2017 |
| Addressing Public Health Emergencies via Facebook Surveys: Advantages, Challenges, and Practical Considerations A Grow, D Perrotta, E Del Fava, J Cimentada, F Rampazzo, S Gil-Clavel, ... Journal of medical Internet research 22 (12), e20653, 2020 | 51 | 2020 |
| Using participatory Web-based surveillance data to improve seasonal influenza forecasting in Italy D Perrotta, M Tizzoni, D Paolotti Proceedings of the 26th International Conference on World Wide Web, 303-310, 2017 | 37 | 2017 |
| Unsupervised extraction of epidemic syndromes from participatory influenza surveillance self-reported symptoms K Kalimeri, M Delfino, C Cattuto, D Perrotta, V Colizza, C Guerrisi, ... PLoS computational biology 15 (4), e1006173, 2019 | 33 | 2019 |
| Social data mining and seasonal influenza forecasts: the FluOutlook platform Q Zhang, C Gioannini, D Paolotti, N Perra, D Perrotta, M Quaggiotto, ... Joint European Conference on Machine Learning and Knowledge Discovery in …, 2015 | 31 | 2015 |
| Towards a data-driven characterization of behavioral changes induced by the seasonal flu N Gozzi, D Perrotta, D Paolotti, N Perra PLOS Computational Biology 16 (5), e1007879, 2020 | 28 | 2020 |
| Digital and Computational Demography R Kashyap, RG Rinderknecht, A Akbaritabar, D Alburez-Gutierrez, ... SocArXiv, 2022 | 26 | 2022 |
| Is Facebook’s advertising data accurate enough for use in social science research? Insights from a cross-national online survey A Grow, D Perrotta, E Del Fava, J Cimentada, F Rampazzo, S Gil-Clavel, ... JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, 2022 | 16 | 2022 |
| Comparing sources of mobility for modelling the epidemic spread of Zika virus in Colombia D Perrotta, E Frias-Martinez, A Pastore y Piontti, Q Zhang, M Luengo-Oroz, ... PLOS Neglected Tropical Diseases 16 (7), e0010565, 2022 | 11 | 2022 |
| How reliable is Facebook’s advertising data for use in social science research? Insights from a cross-national online survey A Grow, D Perrotta, E Del Fava, J Cimentada, F Rampazzo, S Gil-Clavel, ... Planck Institute for Demographic Research. https://www. demogr. mpg. de …, 2021 | 11 | 2021 |
| Openness to migrate internationally for a job: evidence from LinkedIn data in Europe D Perrotta, SC Johnson, T Theile, A Grow, H de Valk, E Zagheni Proceedings of the International AAAI Conference on Web and Social Media 16 …, 2022 | 10 | 2022 |
| Behavioral Changes Associated With COVID-19 Vaccination: Cross-National Online Survey A De Gaetano, P Bajardi, N Gozzi, N Perra, D Perrotta, D Paolotti Journal of Medical Internet Research 25, e47563, 2023 | 9 | 2023 |
| The Role of Vulnerability in Mediating the Relationship between Threat Perception and the Use of Face Masks in the Context of COVID-19 D Perrotta, E Del Fava, E Zagheni Workshop Proceedings of the 15th International AAAI Conference on Web and …, 2021 | 3 | 2021 |
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