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Daniela Perrotta
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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
1372020
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
1152016
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
852017
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
802017
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
722021
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
692021
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
562017
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
522017
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
462020
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
342017
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
302015
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
292019
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
262020
Digital and Computational Demography
R Kashyap, RG Rinderknecht, A Akbaritabar, D Alburez-Gutierrez, ...
SocArXiv, 2022
152022
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
102022
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
102021
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
62022
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
42021
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
32023
Assessing self-selection biases in online surveys: evidence from the COVID-19 Health Behavior Survey
J Donzowa, D Perrotta, E Zagheni
MPIDR Working Papers, 2023
22023
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