People
Daniela Paolotti
Senior Research Scientist
Fields of study:
Computational and Digital Epidemiology, Data Science for Social Impact
Home page: danielapaolotti.squarespace.com
Project manager of the Italian web platform for Influenza-like Illness Surveillance: https://www.influweb.it/
Publications
Behavioral Changes Associated With COVID-19 Vaccination: Cross-National Online Survey
Journal of Medical Internet Research (JMIR) 25 (2023)
Impact of food-related conflicts on self-reported food insecurity
Frontiers in Sustainable Food Systems 7 (2023)
From Ukraine to the World: Using LinkedIn Data to Monitor Professional Migration from Ukraine
GoodIT '23: Proceedings of the 2023 ACM Conference on Information Technology for Social Good (2023)
Enabling Multicentric Participatory Disease Surveillance for Global Health Enhancement: Viewpoint on Global Flu View
JMIR Public Health Surveill Vol. 9:e46644 (2023)
Echo Chambers of Vaccination Hesitancy Discussion on Social Media during COVID-19 Pandemic
Proceedings: XX ISA World Congress of Sociology - Melbourne, Australia June 25-July 1, 2023 224.3 (2023)
Global Misinformation Spillovers in the Vaccination Debate Before and During the COVID-19 Pandemic: Multilingual Twitter Study
JMIR Infodemiology 3:e44714 (2023)
Impact of tiered measures on social contact and mixing patterns of in Italy during the second wave of COVID-19
BMC Public Health 23:906 (2023)
Participatory Surveillance for COVID-19 Trend Detection in Brazil: Cross-sectional Study
JMIR Public Health and Surveillance 9:e44517 (2023)
Towards a global machine learning based impact model for tropical cyclones
EGU23 (EGU General Assembly 23-28 April 2023) EGU23-14435 (2023)
Attitudes towards booster, testing and isolation, and their impact on COVID-19 response in winter 2022/2023 in France, Belgium, and Italy: a cross-sectional survey and modelling study
The Lancet Regional Health - Europe 100614 (2023)
Strengths and limitations of relative wealth indices derived from big data in Indonesia
Frontiers in Big Data 6 (2023)
Combining environmental and socioeconomic data to understand determinants of conflicts in Colombia
Frontiers in Big Data 6 (2023)
Psychotropic drug purchases during the COVID‑19 pandemic in Italy and their relationship with mobility restrictions
Scientific Reports 12, 19336 (2022)
Comparing Sources of Mobility for Modelling the Epidemic Spread of Zika Virus in Colombia
PLoS Neglected Tropical Diseases 16(7): e0010565 (2022)
Echoes through Time: Evolution of the Italian COVID-19 Vaccination Debate
Proceedings of the Sixteenth International AAAI Conference on Web and Social Media 16(1) (2022)
Measuring user engagement with low credibility media sources in a controversial online debate
EPJ Data Science 11, 29 (2022)
Are People Optimistically Biased about the Risk of COVID-19 infection? Lessons from the first wave of the pandemic in Europe
International Journal of Environmental Research and Public Health 19 (1), 436 (2021)
Systemic liquidity contagion in the European interbank market
Journal of Economic Interaction and Coordination (2021)
Using wearable proximity sensors to characterize social contact patterns in a village of rural Malawi
EPJ Data Science 10:46 (2021)
Self-initiated behavioral change and disease resurgence on activity-driven networks
Physical Review E 104, 014307 (2021)
Developing Real Estate Automated Valuation Models by Learning from Heterogeneous Data Sources
International Journal of Real Estate Studies (INTREST) 15(1) (2021)
Risk factors associated with the incidence of self-reported COVID-19-like illness: data from a web-based syndromic surveillance system in the Netherlands
Epidemiology & Infection 149, e129 (2021)
Prediction of new scientific collaborations through multiplex networks
EPJ Data Science 10:25 (2021)
Clandestino or Rifugiato? Anti-immigration Facebook Ad Targeting in Italy
CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems 179 (2021)
Detecting adherence to the recommended childhood vaccination schedule from user-generated content in a US parenting forum
PLoS Computational Biology 17(4): e1008919 (2021)
Developing Annotated Resources for Internal Displacement Monitoring
Companion Proceedings of the Web Conference 2021 (WWW ’21 Companion) (2021)
Combining Wearable Devices and Mobile Surveys to Study Child and Youth Development in Malawi: Implementation Study of a Multimodal Approach
JMIR Public Health and Surveillance 7 (3), e23154 (2021)
Immigration as a Divisive Topic: Clusters and Content Diffusion in the Italian Twitter Debate
Future Internet 12 (10), 173 (2020)
Link prediction in multiplex networks via triadic closure
Physical Review Research 2, 4 (2020)
Collective Response to Media Coverage of the COVID-19 Pandemic on Reddit and Wikipedia: Mixed-Methods Analysis
Journal of Medical Internet Research 22 (10) (2020)
Young Adult Unemployment Through the Lens of Social Media: Italy as a Case Study
Proceeding SocInfo 2020: Lecture Notes in Computer Science book series LNCS, Vol. 12467 (2020)
Facebook Ads: Politics of Migration in Italy
Proceeding SocInfo 2020: Lecture Notes in Computer Science book series LNCS, Vol. 12467 (2020)
A computational framework for modeling and studying pertussis epidemiology and vaccination
BMC Bioinformatics 21:344 (2020)
Falling into the Echo Chamber: The Italian Vaccination Debate on Twitter
Proceedings of the Fourteenth International AAAI Conference on Web and Social Media 14(1) (2020)
Spatial heterogeneity and socioeconomic determinants of opioid prescribing in England between 2015 and 2018
BMC Medicine 18, 127 (2020)
Towards a data-driven characterization of behavioral changes induced by the seasonal flu
PLOS Computational Biology 16(5): e1007879 (2020)
News and the city: understanding online press consumption patterns through mobile data
EPJ Data Science 9:10 (2020)
The impact of news exposure on collective attention in the United States during the 2016 Zika epidemic
PloS Computational Biology 16(3): e1007633 (2020)
Reports of the Workshops Held at the 2019 International AAAI Conference on Web and Social Media
AI Magazine 40 (4) (2019)
Spatio-temporal Analysis of Flu-related Drugs Uptake in an Online Cohort in England
Proceedings of the 9th International Conference on Digital Public Health (2019)
Digital Health Innovation: From Proof of Concept to Public Value
Proceedings of the 9th International Conference on Digital Public Health (2019)
Participatory Disease Surveillance Systems: Ethical Framework
Journal of Medical Internet Research 21, 5 e12273 (2019)
Unsupervised extraction of epidemic syndromes from participatory influenza surveillance self-reported symptoms
PLOS Computational Biology 15(4): e1006173 (2019)
Global flu view: a platform to connect crowdsourced disease surveillance around the world
International Journal of Infectious Diseases 79 (2019)
How Search Engine Data Enhance the Understanding of Determinants of Suicide in India and Inform Prevention: Observational Study
Journal of Medical Internet Research 21(1): e10179 (2019)
grippeNET App: Enhancing, Participatory Influenza Monitoring Through Mobile Phone Sensors
Proceedings of UbiComp/ISWC’18 Adjunct (2018)
A Topological Data Analysis Approach to Influenza-Like-Illness
Proceedings of the ACM SIGKDD Workshop on Epidemiology meets Data Mining and Knowledge Discovery (epiDAMIK) (2018)
Combining Participatory Influenza Surveillance with Modeling and Forecasting: Three Alternative Approaches
JMIR Public Health and Surveillance 3, No 4 Oct-Dec (2017)
Influenzanet: Citizens Among 10 Countries Collaborating to Monitor Influenza in Europe
JMIR Public Health and Surveillance 3(3):e66 (2017)
Forecasting Seasonal Influenza Fusing Digital Indicators and a Mechanistic Disease Model
Proceeding of the 26th International Conference on World Wide Web (WWW) (2017)
Using Participatory Web-based Surveillance Data to Improve Seasonal Influenza Forecasting in Italy
Proceeding of the 26th International Conference on World Wide Web (WWW) (2017)
Participatory Syndromic Surveillance of Influenza in Europe
J Infect Dis. 214 (supp 4): S386-S392 (2016)
Supporting Epidemic Intelligence, Personalised and Public Health with advanced computational methods
Conference Paper : EM-Health Workshop-Zdravje Ljubljana (2015)
Social Data Mining and Seasonal Influenza Forecasts: The FluOutlook Platform
Lecture Notes in Computer Science 9286 (2015)
Association between Recruitment Methods and Attrition in Internet-Based Studies
PLoS ONE 9 (12) (2014)
Internet-Based Epidemiology
Handbook of Epidemiology (2014)
Determinants of Follow-Up Participation in the Internet-Based European Influenza Surveillance Platform Influenzanet
J Med Internet Res 16, 3 (2014)
Web-based participatory surveillance of infectious diseases: the Influenzanet participatory surveillance experience
Clinical Microbiology and Infection 20 (2014)
On the usefulness of ontologies in epidemiology research and practice
The Journal of Epidemiology and Community Health 10.1136/jech (2012)
Rapid assessment of influenza vaccine effectiveness: analysis of an internet-based cohort
Epidemiology and Infection, Available on CJO 140(7) (2012)
Internet-based surveillance of Influenza-like-illness in the UK during the 2009 H1N1 influenza pandemic
BMC Public Health 10:650 (2010)
Single aminoacidic mutations in meningococcal antigen fHbp have sizeable and predictable impact on its immunogenicity
Proceedings of 17th International Pathogenic Neisseria Conference (2010)
Internet-based monitoring system for infuenza-like illness: H1N1 surveillance in Italy
Proceedings of eHealth 2010 Casablanca 13-15 December 2010 (2010)
Estimate of Novel Influenza A/H1N1 cases in Mexico at the early stage of the pandemic with a spatially structured epidemic model
Public Library of Science Currents: Influenza. RRN1129 (2009)
Modeling the critical care demand and antibiotics resources needed during the Fall 2009 wave of influenza A(H1N1) pandemic
PLoS Current Influenza 1133 (2009)
Modeling vaccination campaigns and the Fall/Winter 2009 activity of the new A(H1N1) influenza in the Northern Hemisphere
Emerging Health Threats Journal 2:e11 (2009)