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Sidewalk networks: Review and outlook

D. Rhoads, C. Rames, A. Solé-Ribalta, M. C. González, M. Szell, J. Borge-Holthoefer

Computers, Environment and Urban Systems 106, 102031 (2023)

Soundscapes of morality: Linking music preferences and moral values through lyrics and audio

V. Preniqi, K. Kalimeri, C. Saitis

PLoS ONE 18(11): e0294402 (2023)

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 (JMIR) 25 (2023)

Relevance-based Infilling for Natural Language Counterfactuals

L. Betti, C. Abrate, F. Bonchi, A. Kaltenbrunner

CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (2023)

Impact of food-related conflicts on self-reported food insecurity

S. Fiandrino, C. Dowd, G. Martini, Y. Mejova, E. Omodei, D. Paolotti, M. Tizzani

Frontiers in Sustainable Food Systems 7 (2023)

Beyond Weisfeiler–Lehman with Local Ego-Network Encodings

N. Alvarez-Gonzalez, A. Kaltenbrunner, V. Gómez

Machine Learning and Knowledge Extraction 5 (4) (2023)

The limits of human mobility traces to predict the spread of COVID-19: a transfer entropy approach

F. Delussu, M. Tizzoni, L. E. Gauvin

PNAS Nexus (2023)

From Ukraine to the World: Using LinkedIn Data to Monitor Professional Migration from Ukraine

M. Bertè, D. Paolotti, K. Kalimeri

GoodIT '23: Proceedings of the 2023 ACM Conference on Information Technology for Social Good (2023)

Leave no Place Behind: Improved Geolocation in Humanitarian Documents

E. Belliardo, K. Kalimeri, Y. Mejova

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

O. Leal Neto, D. Paolotti, C. Dalton, S. Carlson, P. Susumpow, M. Parker, P. Phetra, E. Lau, V. Colizza, A. J. van Hoek, C. Kjelsø, J. S. Brownstein, M. Smolinski

JMIR Public Health Surveill Vol. 9:e46644 (2023)

Informing the Global Data Future: Benchmarking Data Governance Frameworks

S. Marcucci, N. González Alarcón, S. Verhulst, E. Wüllhorst

Cambridge University Press 5, e30 (2023)

Modeling self-propagating malware with epidemiological models

A. Chernikova, N. Gozzi, N. Perra, S. Boboila, T. Eliassi-Rad, A. Oprea

Applied Network Science 8, Art. n.52 (2023)

Association of close-range contact patterns with SARS-CoV-2: a household transmission study

J. Kleynhans, L. Dall'Amico, L. E. Gauvin, M. Tizzoni, L. Maloma, S. Walaza, N. A. Martinson, A. Von Gottberg, N. Wolter, M. Makhasi, C. Cohen, C. Cattuto, S. Tempia

eLife 12:e84753 (2023)

What does a text classifier learn about morality? An explainable method for cross-domain comparison of moral rhetoric

E. Liscio, O. Araque, L. Gatti, I. Constantinescu, C. M. Jonker, K. Kalimeri, P. K. Murukannaiah

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics 1 (2023)

Big Social Media Twitter Data for Studying Social Connection: Case Study of Loneliness

Proceedings: XX ISA World Congress of Sociology - Melbourne, Australia June 25-July 1, 2023 498.1 (2023)

Echo Chambers of Vaccination Hesitancy Discussion on Social Media during COVID-19 Pandemic

Y. Mejova, G. Crupi, J. Lenti, M. Tizzani, K. Kalimeri, D. Paolotti, A. Panisson

Proceedings: XX ISA World Congress of Sociology - Melbourne, Australia June 25-July 1, 2023 224.3 (2023)

BikeDNA: A tool for bicycle infrastructure data and network assessment

A. R. Vierø, A. Vybornova, M. Szell

Environment and Planning B: Urban Analytics and City Science (2023)

Social and asocial learning in zebrafish are encoded by a shared brain network that is differentially modulated by local activation

J. Pinho, V. T. Cunliffe, K. Kareklas, G. Petri, R. F. Oliveira

Communications Biology 6, Art. n.633 (2023)

The adoption of non-pharmaceutical interventions and the role of digital infrastructure during the COVID-19 pandemic in Colombia, Ecuador, and El Salvador

N. Gozzi, N. Comini, N. Perra

EPJ Data Science 12:18 (2023)

Estimating the impact of COVID-19 vaccine inequities: a modeling study

N. Gozzi, M. Chinazzi, N. E. Dean, I. M. Longini Jr., M. E. Halloran, N. Perra, A. Vespignani

Nature Communications 14:3272 (2023)

Comfort Foods and Community Connectedness: Investigating Diet Change during COVID-19 Using YouTube Videos on Twitter

Y. Mejova, L. Manikonda

Proceedings of the International AAAI Conference on Web and Social Media Vol. 17 - Published by AAAI Press, Palo Alto, California USA - ISSN 2334-0770 (Online) ISSN 2162-3449 (Print) (2023)

Authority without Care: Moral Values behind the Mask Mandate Response

Y. Mejova, K. Kalimeri, G. De Francisci Morales

Proceedings of the International AAAI Conference on Web and Social Media Published by AAAI Press, Palo Alto, California USA - Vol. 17 - ISSN 2334-0770 (Online) ISSN 2162-3449 (Print) (2023)

The Pursuit of Peer Support for Opioid Use Recovery on Reddit

D. Balsamo, P. Bajardi, G. De Francisci Morales, C. Monti, R. Schifanella

Proceedings of the International AAAI Conference on Web and Social Media 17 (2023)

Global Misinformation Spillovers in the Vaccination Debate Before and During the COVID-19 Pandemic: Multilingual Twitter Study

J. Lenti, Y. Mejova, K. Kalimeri, A. Panisson, D. Paolotti, M. Tizzani, M. Starnini

JMIR Infodemiology 3:e44714 (2023)

Spatially-optimized urban greening for reduction of population exposure to land surface temperature extremes

E. Massaro, R. Schifanella, M. Piccardo, L. Caporaso, H. Taubenböck, A. Cescatti, G. Duveiller

Nature Communications 14, Art. n.2903 (2023)

Impact of tiered measures on social contact and mixing patterns of in Italy during the second wave of COVID-19

M. Tizzani, A. De Gaetano, C. I. Jarvis, A. Gimma, K. Wong, W. J. Edmunds, P. Beutels, N. Hens, P. Coletti, D. Paolotti

BMC Public Health 23:906 (2023)

The Thin Ideology of Populist Advertising on Facebook during the 2019 EU Elections

A. Capozzi, G. De Francisci Morales, Y. Mejova, C. Monti, A. Panisson

WWW '23: Proceedings of the ACM Web Conference 2023 (2023)

Moral Narratives Around the Vaccination Debate on Facebook

M. Beiró, J. D'Ignazi, V. Perez Bustos, M. F. Prado, K. Kalimeri

WWW '23: Proceedings of the ACM Web Conference 2023 (2023)

Evidence of Demographic rather than Ideological Segregation in News Discussion on Reddit

C. Monti, J. D'Ignazi, M. Starnini, G. De Francisci Morales

WWW '23: Proceedings of the ACM Web Conference 2023 (2023)

Participatory Surveillance for COVID-19 Trend Detection in Brazil: Cross-sectional Study

S. Wittwer, D. Paolotti, G. Lichand, O. Leal Neto

JMIR Public Health and Surveillance 9:e44517 (2023)

Operationalizing digital self-determination

S. Verhulst

Cambridge University Press 5, e14 (2023)

Towards a global machine learning based impact model for tropical cyclones

M. Kooshki Forooshani, M. van den Homberg, K. Kalimeri, A. Kaltenbrunner, Y. Mejova, L. Milano, P. Ndirangu, D. Paolotti, A. Teklesadik, M. Turner

EGU23 (EGU General Assembly 23-28 April 2023) EGU23-14435 (2023)

Large scale analysis of gender bias and sexism in song lyrics

L. Betti, C. Abrate, A. Kaltenbrunner

EPJ Data Science 12:10 (2023)

Revealing the determinants of gender inequality in urban cycling with large-scale data

A. Battiston, L. Napoli, P. Bajardi, A. Panisson, A. Perotti, M. Szell, R. Schifanella

EPJ Data Science 12:9 (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

G. De Meijere, E. Valdano, C. Castellano, M. Debin, C. Kengne-Kuetche, C. Turbelin, H. Noël, J. S. Weitz, D. Paolotti, L. Hermans, N. Hens, V. Colizza

The Lancet Regional Health - Europe 100614 (2023)

On the forecastability of food insecurity

P. Foini, M. Tizzoni, G. Martini, D. Paolotti, E. Omodei

Scientific Reports 13, 2793 (2023)

Strengths and limitations of relative wealth indices derived from big data in Indonesia

D. Sartirano, K. Kalimeri, C. Cattuto, E. Delamónica, M. Garcia-Herranz, A. Mockler, D. Paolotti, R. Schifanella

Frontiers in Big Data 6 (2023)

Combining environmental and socioeconomic data to understand determinants of conflicts in Colombia

S. Fiandrino, C. Cattuto, D. Paolotti, R. Schifanella

Frontiers in Big Data 6 (2023)

Potential role of biologgers to automate detection of lame ewes and lambs

K. E. Lewis, E. Price, D. P. Croft, L. E. Green, L. Ozella, C. Cattuto, J. Langford

Applied Animal Behaviour Science 259 (2023)

Computational Social Science for the Public Good: Towards a Taxonomy of Governance and Policy Challenges

S. Verhulst

From the book: Handbook of Computational Social Science for Policy Chap. 2 (2023)

A dataset to assess mobility changes in Chile following local quarantines

L. Pappalardo, G. Cornacchia, V. Navarro, L. Bravo, L. Ferres

Scientific Data 10/6 (2023)

Randomized Reference Models for Temporal Networks

L. E. Gauvin, M. Génois, M. Karsai, M. Kivela, T. Takagushi, E. Valdano, C. Vestergaard

SIAM - Society for Industrial and Applied Mathematics 64/4 (2022)

Wiki Loves Monuments: Crowdsourcing the Collective Image of the Worldwide Built Heritage

N. Azizi Fard, L. Gelauff, J. Gransard-Desmond, M. Redi

Journal on Computing and Cultural Heritage 16/1 (2022)

Effective Higher-Order Link Prediction and Reconstruction From Simplicial Complex Embeddings

S. Piaggesi, A. Panisson, G. Petri

Proceedings of the First Learning on Graphs Conference (LoG 2022) (2022)

Social behaviour and transmission of lameness in a flock of ewes and lambs

K. E. Lewis, E. Price, D. P. Croft, J. Langford, L. Ozella, C. Cattuto, L. E. Green

Frontiers in Veterinary Science 9:1027020 (2022)

Mapping urban socioeconomic inequalities in developing countries through Facebook advertising data

S. Piaggesi, S. Giurgola, M. Karsai, Y. Mejova, A. Panisson, M. Tizzoni

Frontiers in Big Data 5:1006352 (2022)

Psychotropic drug purchases during the COVID‑19 pandemic in Italy and their relationship with mobility restrictions

F. Marazzi, A. Piano Mortari, F. Belotti, G. Carrà, C. Cattuto, J. Kopinska, D. Paolotti, V. Atella

Scientific Reports 12, 19336 (2022)

I feel you: Mixed-methods study of social support of loneliness on twitter

Y. Mejova, A. Hommadova Lu

Computers in Human Behavior 136, 107389 (2022)

Data-driven micromobility network planning for demand and safety

P. Folco, L. E. Gauvin, M. Tizzoni, M. Szell

Environment and Planning B: Urban Analytics and City Science 0(0) (2022)

Polarizing Opinion Dynamics with Confirmation Bias

T. Chen, X. Wang, C. Tsourakakis

Proceedings SocInfo2022, Glasgow 19-21 October (2022)

Algorithmic Tools for Understanding the Motif Structure of Networks

T. Chen, B. Matejek, M. Mitzenmacher, C. Tsourakakis

Proceedings ECML-PKDD2022, Grenoble 19-23 September (2022)

Fairness in vulnerable attribute prediction on social media

M. Beiró, K. Kalimeri

Data Mining and Knowledge Discovery (2022)

Digital Epidemiology

Handbook of Computational Social Science for Policy, Springer (2022)

LibertyMFD: A Lexicon to Assess the Moral Foundation of Liberty.

O. Araque, L. Gatti, K. Kalimeri

GoodIT '22: Proceedings of the 2022 ACM Conference on Information Technology for Social Good (2022)

Discovering Polarization Niches via Dense Subgraphs with Attractors and Repulsers

A. Fazzone, T. Lanciano, R. Denni, C. Tsourakakis, F. Bonchi

Proceedings of the VLDB Endowment 15, 13 (2022)

Understanding and modelling accessibility topublic green in large urban centers usingOpenStreetMap data

A. Battiston, R. Schifanella

Proceedings of the Academic Track at State of the Map 2022 (2022)

Cooperation in costly-access environments

H. Pérez-MartÍnez, C. Garcia-Lázaro, F. Dercole, Y. Moreno

New Journal of Physics 24 (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, D. Paolotti, M. Tizzoni, A. Vespignani

PLoS Neglected Tropical Diseases 16(7): e0010565 (2022)

Multimodal urban mobility and multilayer transport networks

L. Alessandretti, L. G. Natera Orozco, M. Saberi, M. Szell, F. Battiston

Environment and Planning B: Urban Analytics and City Science 0(0) (2022)

Edge-colored directed subgraph enumeration on the connectome

B. Matejek, D. Wei, T. Chen, C. Tsourakakis, M. Mitzenmacher, H. Pfister

Scientific Report 12: 11349 (2022)

Behavior Change Around an Online Health Awareness Campaign: A Causal Impact Study

V. Suarez-Lledó, Y. Mejova

Frontiers in Public Health 10 (1) (2022)

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

A. Hommadova Lu, Y. Mejova

New Media & Society (2022)

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

J. Lenti, G. Raffo

Journal of Complex Networks 10/3 (2022)

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

G. Crupi, Y. Mejova, M. Tizzani, D. Paolotti, A. Panisson

Proceedings of the Sixteenth International AAAI Conference on Web and Social Media 16(1) (2022)

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

S. Piaggesi, A. Panisson

EPJ Data Science 11:33 (2022)

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

F. Delussu, M. Tizzoni, L. E. Gauvin

PLoS Digital Health 1(5): e0000035 (2022)

Addressing the socioeconomic divide in computational modeling for infectious diseases

M. Tizzoni, E. O. Nsoesie, L. E. Gauvin, M. Karsai, N. Perra, S. Bansal

Nature Communication 13, 2897 (2022)

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

S. Vilella, A. Semeraro, D. Paolotti, G. Ruffo

EPJ Data Science 11, 29 (2022)

Modeling Political Activism around Gun Debate via Social Media

Y. Mejova, J. An, G. De Francisci Morales, H. Kwak

ACM Transactions on Social Computing (2022)

Identifying urban features for vulnerable road user safety in Europe

M. Klanjcic, L. E. Gauvin, M. Tizzoni, M. Szell

EPJ Data Science 11: 27 (2022)

Collective Games on Hypergraphs

U. Alvarez-Rodriguez, F. Battiston, G. Ferraz de Arruda, Y. Moreno, M. Perc, V. Latora

Higher-Order Systems Part of the Understanding Complex Systems book series (UCS) (2022)

Growing urban bicycle networks

M. Szell, S. Mimar, T. Perlman, G. Ghoshal, R. Sinatra

Scientific Report 12, 6765 (2022)

Perceptions of FIFA Men’s World Cup 2022 Host Nation Qatar in the Twittersphere

S. Dun, H. Rachdi, S. Ali Memon, R. K. Pillai, Y. Mejova, I. Weber

International Journal of Sport Communication (2022)

Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States

E. Y. Cramer, E. L. Ray, A. Vespignani

PNAS 119 (15) e2113561119 (2022)

Complex Systems for the Most Vulnerable

E. Omodei, M. Garcia-Herranz, D. Paolotti, M. Tizzoni

Journal of Physics: Complexity (2022)

Automated Detection of Missing Links in Bicycle Networks

A. Vybornova, T. Cunha, A. Gühnemann, M. Szell

Geographical Analysis 0 (2022)

High spatial resolution dataset of La Mobilière insurance customers

A. Battiston, E. Massaro, C. R. Binder, R. Schifanella

Scientific Data 9 / 81 (2022)

Seasonal fishery facilitates a novel transmission pathway in an emerging animal reservoir of Guinea worm

C. E. D. Goodwin, M. Léchenne, J. K. Wilson-Aggarwal, S. M. Koumetio, G. J. F. Swann, T. Moundai, L. Ozella, R. A. McDonald

Current Biology 32, 4 (2022)

Googling for Abortion: Search Engine Mediation of Abortion Accessibility in the United States

Y. Mejova, T. Gracyk, R. Robertson

Journal of Quantitative Description: Digital Media 2 (2022)

A large scale study of reader interactions with images on Wikipedia

D. Rama, T. Piccardi, M. Redi, R. Schifanella

EPJ Data Science 11 / 1 (2022)

Association networks and social temporal dynamics in ewes and lambs

L. Ozella, E. Price, J. Langford, K. E. Lewis, C. Cattuto, D. P. Croft

Applied Animal Behaviour Science 246 / 105515 (2022)

Integrating digital and field surveillance as complementary efforts to manage epidemic diseases of livestock: African swine fever as a case study

M. Tizzani, V. Muñoz-Gómez, M. De Nardi, D. Paolotti, O. Muñoz, P. Ceschi, A. Viltrop, I. Capua

Plos One 16(12): e0252972 (2021)

Are People Optimistically Biased about the Risk of COVID-19 infection? Lessons from the first wave of the pandemic in Europe

K. McColl, M. Debin, C. Souty, C. Guerrisi, C. Turbelin, A. Falchi, I. Bonmarin, D. Paolotti, C. Obi, J. Duggan, Y. Moreno, A. Wisniak, A. Flahault, T. Blanchon, V. Colizza, J. Raude

International Journal of Environmental Research and Public Health 19 (1), 436 (2021)

Bridging LGBT+ Content Gaps Across Wikipedia Language Editions

M. Miquel-Ribé, A. Kaltenbrunner, J. M. Keefer

The International Journal of Information, Diversity, & Inclusion 5 (4) (2021)

Infodemics: A new challenge for public health

S. C. Briand, M. Cinelli, T. Nguyen, R. Lewis, D. Prybylski, C. M. Valensise, V. Colizza, A. E. Tozzi, N. Perra, A. Baronchelli, M. Tizzoni, F. Zollo, A. Scala, T. Purnat, C. Czerniak, A. J. Kucharski, A. Tshangela, L. Zhou, W. Quattrociocchi

Cell 184 (25) (2021)

Systemic liquidity contagion in the European interbank market

V. Macchiati, G. Brandi, T. Di Matteo, D. Paolotti, G. Caldarelli, G. Cimini

Journal of Economic Interaction and Coordination (2021)

Modelling Moral Traits with Music Listening Preferences and Demographics

V. Preniqi, K. Kalimeri, C. Saitis

Proceedings of the 15th International Symposium on CMMR (2021)

Evaluating the Impact of Meningococcal Vaccines With Synthetic Controls

O. Prunas, D. M. Weinberger, D. Medini, M. Tizzoni, L. Argante

American Journal of Epidemiology kwab266 (2021)

Uncovering the Limits of Text-based Emotion Detection

N. Alvarez-Gonzalez, A. Kaltenbrunner, V. Gómez

EMNLP 2021 - Conference on Empirical Methods in Natural Language Processing, Punta Cana, Dominican Republic Findings of the Association for Computational Linguistics: EMNLP 2021 (2021)

Emotion-Core: An Open Source framework for emotion detection research

N. Alvarez-Gonzalez, A. Kaltenbrunner, V. Gómez

Software Impacts 10 (2021)

Interplay between mobility, multi-seeding and lockdowns shapes COVID-19 local impact

M. Mazzoli, E. Pepe, D. Mateo, C. Cattuto, L. E. Gauvin, P. Bajardi, M. Tizzoni, A. Hernando, S. Meloni, J. J. Ramasco

PLoS Computational Biology 17(10): e1009326 (2021)

Using wearable proximity sensors to characterize social contact patterns in a village of rural Malawi

L. Ozella, D. Paolotti, G. Lichand, J. P. Rodríguez, S. Haenni, J. Phuka, O. L. Neto, C. Cattuto

EPJ Data Science 10:46 (2021)

Spatial and temporal variation in proximity networks of commercial dairy cattle in Great Britain

H. R. Fielding, M. J. Silk, T. J. McKinley, R. J. Delahay, J. K. Wilson-Aggarwal, L. E. Gauvin, L. Ozella, C. Cattuto, R. A. McDonald

Book: Preventive Veterinary Medicine 194/105443 (2021)

Socio-economic determinants of mobility responses during the first wave of COVID-19 in Italy: from provinces to neighbourhoods

L. E. Gauvin, P. Bajardi, E. Pepe, B. Lake, F. Privitera, M. Tizzoni

Journal of the Royal Society Interface 18, 181 (2021)

Self-initiated behavioral change and disease resurgence on activity-driven networks

N. Gozzi, M. Scudeler, D. Paolotti, A. Baronchelli, N. Perra

Physical Review E 104, 014307 (2021)

Early social distancing policies in Europe, changes in mobility & COVID-19 case trajectories: Insights from Spring 2020

L. R. Woskie, J. Hennessy, V. Espinosa, T. C. Tsai, S. Vispute, B. H. Jacobson, C. Cattuto, L. E. Gauvin, M. Tizzoni, A. Fabrikant, A. Boulanger, A. Pearce, C. Kamath, A. Schlosberg, C. Stanton, S. Bavadekar, M. Abueg, M. Hogue, A. Oplinger, K. Chou, G. Corrado, T. Shekel, A. K. Jha, G. A. Wellenius, E. Gabrilovich

Plos One 16(6):e0253071 (2021)

Developing Real Estate Automated Valuation Models by Learning from Heterogeneous Data Sources

F. Bergadano, R. Bertilone, D. Paolotti, G. Ruffo

International Journal of Real Estate Studies (INTREST) 15(1) (2021)

YouTubing at Home: Media Sharing Behavior Change as Proxy for Mobility Around COVID-19 Lockdowns

Y. Mejova, N. Kourtellis

WebSci '21: 13th ACM Web Science Conference 2021 (2021)

Cyber Social Threats 2021: AI, Covid-19 Vaccine, Detection and Countering Strategies

U. Kursuncu, J. Blackburn, Y. Mejova, M. Squire, A. Sheth

Workshop Proceedings of the 15th International AAAI Conference on Web and Social Media (2021)

Evaluation of home detection algorithms on mobile phone data using individual-level ground truth

L. Pappalardo, L. Ferres, M. Sacasa, C. Cattuto, L. Bravo

EPJ Data Science 10:29 (2021)

The universal visitation law of human mobility

M. Schläpfer, L. Dong, K. O’Keeffe, P. Santi, M. Szell, H. Salat, S. Anklesaria, M. Vazifeh, C. Ratti, G. B. West

Nature 593 (2021)

Multilayer Graph Association Rules for Link Prediction

M. Coscia, M. Szell

Proceedings of the International AAAI Conference on Web and Social Media (ICWSM 2021) 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

S. A. McDonald, C. C. van den Wijngaard, C. C. H. Wielders, I. H. M. Friesema, L. Soetens, D. Paolotti, S. van den Hof, A. J. van Hoek

Epidemiology & Infection 149, e129 (2021)

The Role of Local Content in Wikipedia: A Study on Reader and Editor Engagement

M. M. Ribé, D. Laniado, A. Kaltenbrunner

Área Abierta 21/2 (2021)

Prediction of new scientific collaborations through multiplex networks

M. Tuninetti, A. Aleta, D. Paolotti, Y. Moreno, M. Starnini

EPJ Data Science 10:25 (2021)

Clandestino or Rifugiato? Anti-immigration Facebook Ad Targeting in Italy

A. Capozzi Lupi, G. De Francisci Morales, Y. Mejova, C. Monti, A. Panisson, D. Paolotti

CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems 179 (2021)

Effect of manual and digital contact tracing on COVID-19 outbreaks: a study on empirical contact data

A. Barrat, C. Cattuto, M. Kivela, S. Lehmann, J. Saramäki

Journal of the Royal Society Interface 18: 20201000 (2021)

Predicting partially observed processes on temporal networks by Dynamics-Aware Node Embeddings (DyANE)

K. Sato, M. Oka, A. Barrat, C. Cattuto

EPJ Data Science 10:22 (2021)

Special Issue on Disinformation, Hoaxes and Propaganda within Online Social Networks and Media

Y. Mejova, M. Petrocchi, C. Scarton

Online Social Networks and Media 23/100132 (2021)

Detecting adherence to the recommended childhood vaccination schedule from user-generated content in a US parenting forum

L. Betti, G. De Francisci Morales, L. E. Gauvin, K. Kalimeri, Y. Mejova, D. Paolotti, M. Starnini

PLoS Computational Biology 17(4): e1008919 (2021)

Estimating the effect of social inequalities on the mitigation of COVID-19 across communities in Santiago de Chile

N. Gozzi, M. Tizzoni, M. Chinazzi, L. Ferres, A. Vespignani, N. Perra

Nature Communications 12:2429 (2021)

Developing Annotated Resources for Internal Displacement Monitoring

F. Poletto, Y. Zhang, A. Panisson, Y. Mejova, D. Paolotti, S. Ponserre

Companion Proceedings of the Web Conference 2021 (WWW ’21 Companion) (2021)

The Language of Liberty: A preliminary study

O. Araque, L. Gatti, K. Kalimeri

30th Web Conference, WWW 2021 (2021)

On the interplay between educational attainment and nutrition: a spatially-aware perspective

N. Azizi Fard, G. De Francisci Morales, Y. Mejova, R. Schifanella

EPJ Data Science 10, 18 (2021)

The Framing of COVID-19 in Italian Media and Its Relationship with Community Mobility: A Mixed-Method Approach

Y. Ophir, D. Walter, D. Arnon, A. Lokmanoglu, M. Tizzoni, J. Carota, L. Dantiga, E. Nicastro

Journal of Health Communication 26/3 (2021)

Digital proximity tracing on empirical contact networks for pandemic control

G. Cencetti, G. Santin, A. Longa, E. Pigani, A. Barrat, C. Cattuto, S. Lehmann, M. Salathé, B. Lepri

Nature Communications 12, 1655 (2021)

Combining Wearable Devices and Mobile Surveys to Study Child and Youth Development in Malawi: Implementation Study of a Multimodal Approach

O. L. Neto, S. Haenni, J. Phuka, L. Ozella, D. Paolotti, C. Cattuto, D. Robles, G. Lichand

JMIR Public Health and Surveillance 7 (3), e23154 (2021)

Leveraging insurance customer data to characterize socioeconomic indicators of Swiss municipalities

L. Donadio, R. Schifanella, C. R. Binder, E. Massaro

PloS One 16(3): e0246785 (2021)

Time to evaluate COVID-19 contact-tracing apps

V. Colizza, E. Grill, R. Mikolajczyk, C. Cattuto, A. Kucharski, S. Riley, M. Kendall, K. Lythgoe, D. Bonsall, C. Wymant, L. Abeler-Dörner, L. Ferretti, C. Fraser

Nature Medicine (2021)

Phase transitions and stability of dynamical processes on hypergraphs

G. Ferraz de Arruda, M. Tizzani, Y. Moreno

Communications Physics 4, 24 (2021)

Give more data, awareness and control to individual citizens, and they will help COVID-19 containment

M. Nanni, G. Andrienko, M. Nanni, A. Barabási, C. Boldrini, F. Bonchi, C. Cattuto, F. Chiaromonte, G. Comandé, M. Conti, M. Coté, V. Dignum, J. Domingo-Ferrer, P. Ferragina, F. Giannotti, R. Guidotti, D. Helbing, K. Kaski, J. Kertesz, S. Lehmann, B. Lepri, P. Lukowicz, S. Matwin, D. MegíasJiménez, A. Monreale, K. Morik, N. Oliver, A. Passarella, A. Passerini, D. Pedreschi, A. Pentland, F. Pianesi, F. Pratesi, S. Rinzivillo, S. Ruggieri, A. Siebes, V. Torra, R. Trasarti, J. van den Hoven, A. Vespignani

Ethics and Information Technology (2021)

Patterns of Routes of Administration and Drug Tampering for Nonmedical Opioid Consumption: Data Mining and Content Analysis of Reddit Discussions

D. Balsamo, P. Bajardi, A. Salomone, R. Schifanella

JMIR - Journal of Medical Internet Research 23(1):e21212 (2021)

Immigration as a Divisive Topic: Clusters and Content Diffusion in the Italian Twitter Debate

S. Vilella, M. Lai, D. Paolotti, G. Ruffo

Future Internet 12 (10), 173 (2020)

Reports of the Workshops Held at the 2020 International Association for the Advancement of Artificial Intelligence Conference on Web and Social Media

T. Abdelzaher, J. An, M. Bazzi, J. Blackburn, U. Kursuncu, Y. Mejova, J. Rappaz, H. Saggion, P. Smeros, S. Wijeratne, N. Yu

AI Magazine 41/4 (2020)

Data-driven strategies for optimal bicycle network growth

L. G. Natera Orozco, F. Battiston, G. Iñiguez, M. Szell

Royal Society Open Science 7: 201130 (2020)

Risk of Secondary Infection Waves of COVID-19 in an Insular Region: The Case of the Balearic Islands, Spain

V. M. Eguíluz, J. Fernández-Gracia, J. P. Rodríguez, J. M. Pericàs, C. Melián

Frontiers in Medicine 7:563455 (2020)

Span-core Decomposition for Temporal Networks: Algorithms and Applications

E. Galimberti, M. Ciaperoni, A. Barrat, F. Bonchi, C. Cattuto, F. Gullo

ACM Transactions on Knowledge Discovery from Data 15 (1) (2020)

Link prediction in multiplex networks via triadic closure

A. Aleta, M. Tuninetti, D. Paolotti, Y. Moreno, M. Starnini

Physical Review Research 2, 4 (2020)

Cognitive and Affective Assessment of Navigation and Mobility Tasks for the Visually Impaired via Electroencephalography and Behavioral Signals

R. Lupu, O. Mitruț, A. Stan, F. Ungureanu, K. Kalimeri, A. Moldoveanu

Sensors 20(20) (2020)

Collective Response to Media Coverage of the COVID-19 Pandemic on Reddit and Wikipedia: Mixed-Methods Analysis

N. Gozzi, M. Tizzani, M. Starnini, F. Ciulla, D. Paolotti, A. Panisson, N. Perra

Journal of Medical Internet Research 22 (10) (2020)

Young Adult Unemployment Through the Lens of Social Media: Italy as a Case Study

A. Urbinati, K. Kalimeri, A. Bonanomi, A. Rosina, C. Cattuto, D. Paolotti

Proceeding SocInfo 2020: Lecture Notes in Computer Science book series LNCS, Vol. 12467 (2020)

Impact of Online Health Awareness Campaign: Case of National Eating Disorders Association

Y. Mejova, V. Suarez-Lledó

Proceeding SocInfo 2020: Lecture Notes in Computer Science book series LNCS, Vol. 12467 (2020)

Facebook Ads: Politics of Migration in Italy

A. Capozzi Lupi, G. De Francisci Morales, Y. Mejova, C. Monti, A. Panisson, D. Paolotti

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

P. Castagno, S. Pernice, G. Ghetti, M. Povero, L. Prandelli, D. Paolotti, G. Balbo, M. Sereno, M. Beccuti

BMC Bioinformatics 21:344 (2020)

Social Media and Open Data to Quantify the Effects of Noise on Health

L. Gasco, R. Schifanella, L. M. Aiello, D. Quercia, C. Asensio, G. de Arcas

Frontiers in Sustainable Cities 2, 41 (2020)

Flocking-enhanced social contagion

D. Levis, A. Diaz-Guilera, I. Pagonabarraga, M. Starnini

Physical Review Research 2, 3 (2020)

New and atypical combinations: An assessment of novelty and interdisciplinarity

M. Fontana, M. Iori, F. Montobbio, R. Sinatra

Research Policy 49, 7 (2020)

Notable Site Recognition using Deep Learning on Mobile and Crowd-sourced Imagery

J. Tan, A. Noulas, D. Sáez, R. Schifanella

2020 21st IEEE International Conference on Mobile Data Management (MDM) (2020)

Relevance of temporal cores for epidemic spread in temporal networks

M. Ciaperoni, E. Galimberti, F. Bonchi, C. Cattuto, F. Gullo, A. Barrat

Scientific Reports 10:12529 (2020)

Artificial Intelligence and Concerns About the Future: A Case Study in Norway

K. Kalimeri, I. Tjostheim

International Conference on Human-Computer Interaction (2020)

COVID-19 outbreak response, a dataset to assess mobility changes in Italy following national lockdown

E. Pepe, P. Bajardi, L. E. Gauvin, F. Privitera, B. Lake, C. Cattuto, M. Tizzoni

Scientific Data 7, 230 (2020)

Human Values and Digital Patterns in Physical Exercise (Extended Abstract)

Y. Mejova, K. Kalimeri

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (2020)

Sentiment and Moral Narratives during COVID-19

O. Araque, K. Kalimeri, L. Gatti

ACL 2020 Workshop NLP-COVID (2020)

Grippenet: A New Tool for the Monitoring, Risk-Factor and Vaccination Coverage Analysis of Influenza-Like Illness in Switzerland

A. Richard, L. Mueller, A. Wisniak, A. Thiabaud, T. Merle, D. Dietrich, D. Paolotti, E. Jeannot, A. Flahault

Vaccines 8/3 (2020)

Gender gaps in urban mobility

L. E. Gauvin, M. Tizzoni, S. Piaggesi, A. Young, N. Adler, S. G. Verhulst, L. Ferres, C. Cattuto

Humanities and Social Sciences Communications 7/11 (2020)

Cyber Social Threats 2020 Workshop Meta-Report: COVID-19, Challenges, Methodological and Ethical Considerations

U. Kursuncu, Y. Mejova, J. Blackburn, A. Sheth

Workshop Proceedings of the 14th International AAAI Conference on Web and Social Media (2020)

Falling into the Echo Chamber: The Italian Vaccination Debate on Twitter

A. Cossard, G. De Francisci Morales, K. Kalimeri, Y. Mejova, D. Paolotti, M. Starnini

Proceedings of the Fourteenth International AAAI Conference on Web and Social Media 14(1) (2020)

COVID-19 on Facebook Ads: Competing Agendas around a Public Health Crisis

Y. Mejova, K. Kalimeri

COMPASS '20: Proceedings of the 3rd ACM SIGCAS Conference on Computing and Sustainable Societies (2020)

The Institutionalisation of Digital Public Health: Lessons Learned from the COVID-19 App

C. Cattuto, A. Spina

European Journal of Risk Regulation 11, 2 (2020)

Spatial heterogeneity and socioeconomic determinants of opioid prescribing in England between 2015 and 2018

R. Schifanella, D. Delle Vedove, A. Salomone, P. Bajardi, D. Paolotti

BMC Medicine 18, 127 (2020)

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)

News and the city: understanding online press consumption patterns through mobile data

S. Vilella, D. Paolotti, G. Ruffo, L. Ferres

EPJ Data Science 9:10 (2020)

Success and luck in creative careers

M. Janosov, F. Battiston, R. Sinatra

EPJ Data Science 9: 9 (2020)

weg2vec: Event embedding for temporal networks

M. Torricelli, M. Karsai, L. E. Gauvin

Scientific Reports 10, 7164 (2020)

Mobile phone data for informing public health actions across the COVID-19 pandemic life cycle

N. Oliver, B. Lepri, H. Sterly, R. Lambiotte, S. Delataille, M. De Nadai, E. Letouzé, A. Ali Salah, R. Benjamins, C. Cattuto, V. Colizza, N. De Cordes, S. P. Fraiberger, T. Koebe, S. Lehmann, J. Murillo, A. Pentland, P. N. Pham, F. Pivetta, J. Saramäki, S. Scarpino, M. Tizzoni, S. Verhulst, P. Vinck

Science Advances 6, 23 (2020)

Facebook Ads as a Demographic Tool to Measure the Urban-Rural Divide

D. Rama, Y. Mejova, M. Tizzoni, K. Kalimeri, I. Weber

WWW '20: Proceedings of The Web Conference 2020, Taipei, Taiwan, April 2020 (2020)

Measuring social networks in primates: wearable sensors versus direct observations

V. Gelardi, J. Godard, D. Paleressompoulle, N. Claidiere, A. Barrat

The Royal Society - Mathematical, Physical and Engineering Sciences 476/2236 (2020)

The impact of news exposure on collective attention in the United States during the 2016 Zika epidemic

M. Tizzoni, A. Panisson, D. Paolotti, C. Cattuto

PloS Computational Biology 16(3): e1007633 (2020)

Tesco Grocery 1.0, a large-scale dataset of grocery purchases in London

L. M. Aiello, D. Quercia, R. Schifanella, L. Del Prete

Scientific Data 7, 57 (2020)

Historical comparison of gender inequality in scientific careers across countries and disciplines

J. Huang, A. J. Gates, R. Sinatra, A. Barabási

PNAS Proceedings of the National Academy of Sciences 117 (9) (2020)

The effect of age, environment and management on social contact patterns in sheep

L. Ozella, J. Langford, L. E. Gauvin, E. Price, C. Cattuto, D. P. Croft

Applied Animal Behaviour Science 225, 104964 (2020)

Traditional versus Facebook-based surveys: Evaluation of biases in self-reported demographic and psychometric information

K. Kalimeri, M. Beiró, A. Bonanomi, A. Rosina, C. Cattuto

Demographic Research 42 (5) (2020)

Quantitative and Ontology-Based Comparison of Explanations for Image Classification

V. Ghidini, A. Perotti, R. Schifanella

LOD 2019: Machine Learning, Optimization, and Data Science, vol. 11943. Springer, Cham (2020)

Reports of the Workshops Held at the 2019 International AAAI Conference on Web and Social Media

D. Alburez-Gutierrez, E. Chandrasekharan, R. Chunara, S. Gil-Clavel, A. Hannak, R. Interdonato, K. Joseph, K. Kalimeri, M. M. Malik, K. Mayer, Y. Mejova, D. Paolotti, E. Zagheni

AI Magazine 40 (4) (2019)

Human-Centric Data Science for Urban Studies

B. Resch, M. Szell

ISPRS International Journal of Geo-Information 8, 12 (2019)

Digital Health Innovation: From Proof of Concept to Public Value

D. Paolotti, U. Shah, M. Edelstein, O. L. Neto, P. Kostkova, C. Wood

Proceedings of the 9th International Conference on Digital Public Health (2019)

Spatio-temporal Analysis of Flu-related Drugs Uptake in an Online Cohort in England

D. Perrotta, D. Paolotti, D. Delle Vedove, C. Obi, R. Pebody, R. Schifanella

Proceedings of the 9th International Conference on Digital Public Health (2019)

MoralStrength: Exploiting a moral lexicon and embedding similarity for moral foundations prediction

K. Kalimeri, O. Araque, L. Gatti

Knowledge-Based Systems 191, 105184 (2019)

Analysis of visitors’ mobility patterns through random walk in the Louvre Museum

Y. Yoshimura, R. Sinatra, A. Krebs, C. Ratti

Journal of Ambient Intelligence and Humanized Computing (2019)

Study design and protocol for investigating social network patterns in rural and urban schools and households in a coastal setting in Kenya using wearable proximity sensors

M. Kiti, A. Melegaro, C. Cattuto, J. Nokes

Welcome Open Research 4:84 (2019)

Predicting City Poverty Using Satellite Imagery

S. Piaggesi, L. E. Gauvin, M. Tizzoni, C. Cattuto, N. Adler, S. Verhulst, A. Young, R. Price, L. Ferres, A. Panisson

In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops (2019)

High-resolution contact networks of free-ranging domestic dogs Canis familiaris and implications for transmission of infection

J. K. Wilson-Aggarwal, L. Ozella, M. Tizzoni, C. Cattuto, G. J.F. Swan, T. Moundai, M. J. Silk, J. A. Zingeser, R. A. McDonald

Plos Neglected Tropical Diseases 13(7): e0007565 (2019)

Effect of Values and Technology Use on Exercise: Implications for Personalized Behavior Change Interventions

Y. Mejova, K. Kalimeri

UMAP '19 Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization (2019)

Participatory Disease Surveillance Systems: Ethical Framework

L. D. Geneviève, A. Martani, T. Wangmo, D. Paolotti, C. Koppeschaar, C. Kjelsø, C. Guerrisi, M. Hirsch, O. Woolley-Meza, P. Lukowicz, A. Flahault, B. S. Elger

Journal of Medical Internet Research 21, 5 e12273 (2019)

Human Values and Attitudes towards Vaccination in Social Media

K. Kalimeri, M. Beiró, A. Urbinati, A. Bonanomi, A. Rosina, C. Cattuto

Proceeding WWW '19 Companion Proceedings of The 2019 World Wide Web Conference (2019)

Wearable Proximity Sensors for Monitoring a Mass Casualty Incident Exercise: Feasibility Study

L. Ozella, L. E. Gauvin, L. Carenzo, M. Quaggiotto, P. L. Ingrassia, M. Tizzoni, A. Panisson, D. Colombo, A. Sapienza, K. Kalimeri, F. Della Corte, C. Cattuto

Journal of Medical Internet Research 21, 4 e12251 (2019)

Unsupervised extraction of epidemic syndromes from participatory influenza surveillance self-reported symptoms

K. Kalimeri, M. Delfino, C. Cattuto, D. Perrotta, V. Colizza, C. Guerrisi, C. Turbelin, J. Duggan, J. Edmunds, C. Obi, R. Peabody, A. Franco, Y. Moreno, S. Meloni, C. Koppeschaar, C. Kjelsø, R. Mexia, D. Paolotti

PLOS Computational Biology 15(4): e1006173 (2019)

Predicting demographics, moral foundations, and human values from digital behaviours

K. Kalimeri, M. Beiró, M. Delfino, B. Raleigh, C. Cattuto

Computers in Human Behavior 92 (2019)

Global flu view: a platform to connect crowdsourced disease surveillance around the world

A. W. Crawley, D. Paolotti, F. Dalton, J. S. Brownstein, M. Smolinski

International Journal of Infectious Diseases 79 (2019)

Taking census of physics

F. Battiston, F. Musciotto, D. Wang, A. Barabási, M. Szell, R. Sinatra

Nature Reviews Physics 1 (2019)

How Search Engine Data Enhance the Understanding of Determinants of Suicide in India and Inform Prevention: Observational Study

N. Adler, C. Cattuto, K. Kalimeri, D. Paolotti, M. Tizzoni, S. Verhulst, E. Yom-Tov, A. Young

Journal of Medical Internet Research 21(1): e10179 (2019)

grippeNET App: Enhancing, Participatory Influenza Monitoring Through Mobile Phone Sensors

M. Hirsch, O. Woolley-Meza, D. Paolotti, A. Flahault, P. Lukowicz

Proceedings of UbiComp/ISWC’18 Adjunct (2018)

The chaperone effect in scientific publishing

V. Sekara, P. Deville, S. E. Ahnert, A. Barabási, R. Sinatra, S. Lehmann

PNAS Proceedings of the National Academy of Sciences 115 (50) (2018)

Report on the 12th Russian Summer School in Information Retrieval (RuSSIR 2018)

Y. Mejova, E. Chernyak, E. Tutubalina, P. Braslavski

ACM SIGIR Forum 52 / 2 (2018)

Quantifying reputation and success in art

S. P. Fraiberger, R. Sinatra, M. Resch, C. Riedl, A. Barabási

Science 362, 6416 (2018)

A Nobel opportunity for interdisciplinarity

M. Szell, Y. Ma, R. Sinatra

Nature Physics 14 (2018)

Fake Cures: User-centric Modeling of Health Misinformation in Social Media

A. Ghenai, Y. Mejova

Proceedings of the ACM on Human-Computer Interaction - CSCW 2 / CSCW (2018)

Mining (maximal) span-cores from temporal networks

E. Galimberti, C. Cattuto, A. Barrat, F. Gullo, F. Bonchi

CIKM2018 (2018)

Change points, memory and epidemic spreading in temporal networks

T. D. P. Peixoto, L. E. Gauvin

Scientific Reports 8 / 15511 (2018)

Analysis of the Bitcoin blockchain: socio-economic factors behind the adoption

F. Parino, M. Beiró, L. E. Gauvin

EPJ Data Science 7(1), 38 (2018)

Shopping mall attraction and social mixing at a city scale

M. Beiró, L. Bravo, D. Caro, C. Cattuto, L. Ferres, E. Graells-Garrido

EPJ Data Science 7:28 (2018)

Multimodal Classification of Stressful Environments in Visually Impaired Mobility Using EEG and Peripheral Biosignals

C. Saitis, K. Kalimeri

IEEE Transactions on Affective Computing (2018)

A Topological Data Analysis Approach to Influenza-Like-Illness

J. Costa, P. Skraba, D. Paolotti, R. Mexia

Proceedings of the ACM SIGKDD Workshop on Epidemiology meets Data Mining and Knowledge Discovery (epiDAMIK) (2018)

Estimating the outcome of spreading processes on networks with incomplete information: A dimensionality reduction approach

A. Sapienza, A. Barrat, C. Cattuto, L. E. Gauvin

Physical Review E 98 / 1 (2018)

Close encounters between infants and household members measured through wearable proximity sensors

L. Ozella, F. Gesualdo, M. Tizzoni, C. Rizzo, E. Pandolfi, I. Campagna, A. E. Tozzi, C. Cattuto

Plos One 13(6):e0198733 (2018)

Mobile Assistive Technologies

S. Spagnol, A. Csapó, E. I. Konstantinidis, K. Kalimeri

Wireless Communications and Mobile Computing 2018/Article ID 8617892 (2018)

Science of science

S. Fortunato, C. T. Bergstrom, K. Börner, J. A. Evans, D. Helbing, S. Milojević, A. M. Petersen, F. Radicchi, R. Sinatra, B. Uzzi, A. Vespignani, L. Waltman, D. Wang, A. Barabási

Science 359 / 6379 (2018)

Self-Swabbing for Virological Confirmation of Influenza-Like Illness Among an Internet-Based Cohort in the UK During the 2014-2015 Flu Season: Pilot Study

C. Wenham, E. Gray, C. Keane, M. Donati, D. Paolotti, R. Pebody, E. Fragaszy, R. McKendry, J. Edmunds

J Med Internet Res 20,3 (2018)

Cognitive Load Assessment from EEG and Peripheral Biosignals for the Design of Visually Impaired Mobility Aids

C. Saitis, M. Z. Parvez, K. Kalimeri

Wireless Communications and Mobile Computing 2018 / ID 8971206 (2018)

Social Media Data per lo studio della disoccupazione giovanile italiana: il progetto LikeYouth

A. Bonanomi, K. Kalimeri, C. Cattuto, A. Rosina

STATISTICA & SOCIETÀ 7 / 1 (2018)

Combining Participatory Influenza Surveillance with Modeling and Forecasting: Three Alternative Approaches

J. S. Brownstein, S. Chu, A. Marathe, M. V. Marathe, A. T. Nguyen, D. Paolotti, N. Perra, D. Perrotta, M. Santillana, S. Swarup, M. Tizzoni, A. Vespignani, A. K. Vullikanti, M. L. Wilson, Q. Zhang

JMIR Public Health and Surveillance 3, No 4 Oct-Dec (2017)

Influenzanet: Citizens Among 10 Countries Collaborating to Monitor Influenza in Europe

C. Koppeschaar, V. Colizza, C. Guerrisi, C. Turbelin, J. Duggan, J. Edmunds, C. Kjelsø, R. Mexia, Y. Moreno, S. Meloni, D. Paolotti, D. Perrotta, E. van Straten, A. O Franco

JMIR Public Health and Surveillance 3(3):e66 (2017)

Robust Modeling of Human Contact Networks Across Different Scales and Proximity-Sensing Techniques

M. Starnini, B. Lepri, A. Baronchelli, A. Barrat, C. Cattuto, R. Pastor-Satorras

International Conference on Social Informatics SocInfo 2017: Social Informatics (2017)

Understanding Youth Unemployment in Italy via Social Media Data

A. Bonanomi, A. Rosina, C. Cattuto, K. Kalimeri

International Population Conference (2017)

Forecasting Seasonal Influenza Fusing Digital Indicators and a Mechanistic Disease Model

Q. Zhang, N. Perra, D. Perrotta, M. Tizzoni, D. Paolotti, A. Vespignani

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

D. Perrotta, M. Tizzoni, D. Paolotti

Proceeding of the 26th International Conference on World Wide Web (WWW) (2017)

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 (2017)

Participatory Syndromic Surveillance of Influenza in Europe

C. Guerrisi, C. Turbelin, T. Blanchon, T. Hanslik, I. Bonmarin, D. Levy-Bruhl, D. Perrotta, D. Paolotti, R. Smallenburg, C. Koppeschaar, A. O Franco, R. Mexia, J. Edmunds, R. Vasile, R. Pebody, E. van Straten, S. Meloni, Y. Moreno, J. Duggan, C. Kjelsø, V. Colizza

J Infect Dis. 214 (supp 4): S386-S392 (2016)

Exploring multimodal biosignal features for stress detection during indoor mobility

K. Kalimeri, C. Saitis

Proceedings of the 18th ACM on International Conference on Multimodal Interaction, Tokyo, Japan (2016)

Predicting human mobility through the assimilation of social media traces into mobility models

M. Beiró, A. Panisson, M. Tizzoni, C. Cattuto

EPJ Data Science — doi:10.1140/epjds/s13688-016-0092-2 (2016)

School closure policies at municipality level for mitigating influenza spread: a model-based evaluation

C. Ciavarella, L. Fumanelli, S. Merler, C. Cattuto, M. Ajelli

BMC Infectious Diseases — doi:10.1186/s12879-016-1918-z (2016)

Sonificazione di ostacoli come ausilio alla deambulazione di non vedenti

S. Spagnol, C. Saitis, K. Kalimeri, O. I. Johannesson, R. Unnthorsson

Proceedings XXI Colloquio di Informatica Musicale (XXI CIM) (2016)

Model-based Obstacle Sonification for the Navigation of Visually Impaired Persons

S. Spagnol, C. Saitis, M. Bujacz, O. I. Johannesson, K. Kalimeri, A. Moldoveanu, A. Kristjansson, R. Unnthorsson

Proceedings of the 19th International Conference on Digital Audio Effects (DAFx-16) (2016)

Identifying Urban mobility challenges for the visually impaired with mobile monitoring of multimodal biosignals

K. Kalimeri, C. Saitis

Lecture Notes in Computer Science 9739 (2016)

User-based representation of time-resolved multimodal public transportation networks

L. Alessandretti, M. Karsai, L. E. Gauvin

R. Soc. open sci. 3:160156 (2016)

Contact diaries versus wearable proximity sensors in measuring contact patterns at a conference: method comparison and participants’ attitudes

T. Smieszek, S. Castell, A. Barrat, C. Cattuto, P. J. White, G. Krause

BMC Infectious Diseases — doi:10.1186/s12879-016-1676-y (2016)

Quantifying social contacts in a household setting of rural Kenya using wearable proximity sensors

M. Kiti, M. Tizzoni, T. M. Kinyanjui, D. C. Koech, P. K. Munywoki, M. Meriac, L. Cappa, A. Panisson, A. Barrat, C. Cattuto, J. Nokes

EPJ Data Science 20165:21 (2016)

Detecting Anomalies in Time-Varying Networks Using Tensor Decomposition

A. Sapienza, A. Panisson, J. Wu, L. E. Gauvin, C. Cattuto

2015 IEEE International Conf. on Data Mining Workshop (ICDMW) (2015)

Compensating for population sampling in simulations of epidemic spread on temporal contact networks

C. Vestergaard, M. Génois, A. Barrat, C. Cattuto

Nature Communications 6 (2015)

Mental health and social networks in early adolescence: A dynamic study of objectively-measured social interaction behaviors.

M. Pachucki, E. Ozer, A. Barrat, C. Cattuto

Social Science & Medicine 125 (2015)

Supporting Epidemic Intelligence, Personalised and Public Health with advanced computational methods

J. Pita Costa, D. Paolotti, F. Fuart, P. Škraba, E. Belayeva, I. Novalija

Conference Paper : EM-Health Workshop-Zdravje Ljubljana (2015)

Social Data Mining and Seasonal Influenza Forecasts: The FluOutlook Platform

Q. Zhang, C. Gioannini, D. Paolotti, N. Perra, D. Perrotta, M. Quaggiotto, M. Tizzoni, A. Vespignani

Lecture Notes in Computer Science 9286 (2015)

Anomaly Detection in Temporal Graph Data: An Iterative Tensor Decomposition and Masking Approach

A. Sapienza, A. Panisson, J. Wu, L. E. Gauvin, C. Cattuto

Proceedings of AALTD 117 (2015)

Ten-year performance of Influenzanet: ILI time series, risks, and vaccine effects in the Grote Griepmeting, Gripenet, and Influweb cohorts

G. Gomes, C. Koppeschaar, D. Paolotti, S. Van Noort, C. T. Codeço, M. Van Ranst

Epidemics (2015)

Unveiling patterns of international communities in a global city using mobile phone data

P. Bajardi, M. Delfino, A. Panisson, G. Petri, M. Tizzoni

EPJ Data Science 4:3 (2015)

Combining High-Resolution Contact Data with Virological Data to Investigate Influenza Transmission in a Tertiary Care Hospital

N. Voirin, C. Payet, A. Barrat, C. Cattuto, N. Khanafer, C. Régis, B. Kim, B. Comte, J. Casalegno, B. Lina, P. Vanhems

Infection Control & Hospital Epidemiology (2015)

Association between Recruitment Methods and Attrition in Internet-Based Studies

P. Bajardi, D. Paolotti, A. Vespignani, K. Eames, S. Funk, J. Edmunds, C. Turbelin, M. Debin, V. Colizza, R. Smallenburg, C. Koppeschaar, A. Franco, V. Faustino, A. Carnahan, M. Rehn, F. Merletti, J. Douwes, R. Firestone, L. Richiardi

PLoS ONE 9 (12) (2014)

Measuring contact patterns with wearable sensors: methods, data characteristics and applications to data-driven simulations of infectious diseases

A. Barrat, C. Cattuto, A. E. Tozzi, P. Vanhems, N. Voirin

Clinical Microbiology and Infection 20,1 (2014)

Towards Happier Organisations: Understanding the Relationship between Communication and Productivity

A. Finnerty, K. Kalimeri, F. Pianesi

Social Informatics (2014)

Mitigation of infectious disease at school: targeted class closure vs school closure

V. Gemmetto, A. Barrat, C. Cattuto

BMC Infectious Diseases 14 (2014)

Evolutionary dynamics of time-resolved social interactions

A. Cardillo, G. Petri, V. Nicosia, R. Sinatra, J. Gomez-Gardenes, V. Latora

Phys. Rev. E 90, 052825 (2014)

Internet-Based Epidemiology

L. Richiardi, C. Pizzi, D. Paolotti

Handbook of Epidemiology (2014)

The representativeness of a European multi-center network for influenza-like-illness participatory surveillance

P. Cantarelli, M. Debin, C. Turbelin, C. Poletto, T. Blanchon, A. Falchi, T. Hanslik, I. Bonmarin, D. Levy-Bruhl, A. Micheletti, D. Paolotti, A. Vespignani, J. Edmunds, K. Eames, R. Smallenburg, C. Koppeschaar, A. O Franco, V. Faustino, A. Carnahan, M. Rehn, V. Colizza

BMC Public Health 14 (2014)

Mining Concurrent Topical Activity in Microblog Streams

A. Panisson, L. E. Gauvin, M. Quaggiotto, C. Cattuto

Proceedings of the 4th workshop on \'Making Sense of Microposts\', World Wide Web Conference 2014 (2014)

Determinants of Follow-Up Participation in the Internet-Based European Influenza Surveillance Platform Influenzanet

P. Bajardi, A. Vespignani, S. Funk, K. Eames, J. Edmunds, C. Turbelin, M. Debin, V. Colizza, R. Smallenburg, C. Koppeschaar, A. Franco, V. Faustino, A. Carnahan, M. Rehn, D. Paolotti

J Med Internet Res 16, 3 (2014)

Detecting the Community Structure and Activity Patterns of Temporal Networks: A Non-Negative Tensor Factorization Approach

L. E. Gauvin, A. Panisson, C. Cattuto

PLoS ONE 9(1) (2014)

Measuring contact patterns with wearable sensors: methods, data characteristics and applications to data‐driven simulations of infectious diseases

A. Barrat, C. Cattuto, A. E. Tozzi, P. Vanhems, N. Voirin

Clinical Microbiology and Infection 20 (1) (2014)

Web-based participatory surveillance of infectious diseases: the Influenzanet participatory surveillance experience

D. Paolotti, A. Carnahan, V. Colizza, K. Eames, J. Edmunds, G. Gomes, C. Koppeschaar, M. Rehn, R. Smallenburg, C. Turbelin, S. Van Noort, A. Vespignani

Clinical Microbiology and Infection 20 (2014)

O023: Combining electronic contacts data and virological data for studying the transmission of infections at hospital

C. Payet, A. Barrat, C. Cattuto, C. Régis, N. Khanafer, J. Pinton, B. Kim, B. Comte, B. Lina, P. Vanhems, N. Voirin

Antimicrobial Resistance and Infection Control 2:O23 (2013)

Time-varying social networks in a graph database: a Neo4j use case

A. Averbuch, C. Cattuto, A. Panisson, M. Quaggiotto

Proceeding GRADES \'13 First International Workshop on Graph Data Management Experiences and Systems Article No. 11 (2013)

Activity clocks: spreading dynamics on temporal networks of human contact

L. E. Gauvin, A. Panisson, C. Cattuto, A. Barrat

Scientific Reports 3 Article number: 3099 (2013)

Modeling urban housing market dynamics : can the socio-spatial segregation preserve some social diversity

A. Vignes, L. E. Gauvin, J. Nadal

Journal of Economic Dynamics and Control 37 (2013)

Empirical temporal networks of face-to-face human interactions

A. Barrat, M. Nornberg, C. Cattuto, V. Colizza, F. Gesualdo, L. Isella, E. Pandolfi, J. Pinton, L. Ravà, C. Rizzo, M. Romano, J. Stehlé, A. E. Tozzi, W. Van den Broeck

EPJ Special Topics 222(6) (2013)

Immunization strategies for epidemic processes in time-varying contact networks

M. Starnini, T. Picard, A. Machens, C. Cattuto, A. Barrat, R. Pastor-Satorras

Journal of Theoretical Biology 337 (2013)

Gender homophily from spatial behavior in a primary school: A sociometric study

J. Stehlé, F. Charbonnier, T. Picard, C. Cattuto, A. Barrat

Social Networks 35,4 (2013)

Fingerprinting temporal networks of close-range human proximity

A. Panisson, L. E. Gauvin, A. Barrat, C. Cattuto

Proceedings of the International Workshop on the Impact of Human Mobility in Pervasive Systems and Applications (San Diego) (2013)

Estimating potential infection transmission routes in hospital wards using wearable proximity sensors

P. Vanhems, A. Barrat, C. Cattuto, J. Pinton, N. Khanafer, C. Régis, B. Kim, B. Comte, N. Voirin

PLoS ONE 8(9) (2013)

An infectious disease model on empirical networks of human contact: bridging the gap between dynamic network data and contact matrices

A. Machens, F. Gesualdo, C. Rizzo, A. E. Tozzi, A. Barrat, C. Cattuto

BMC Infectious Diseases 13:185 (2013)

New Insights and Methods for Predicting Face-to-Face Contacts

C. Scholz, M. Atzmueller, G. Stumme, A. Barrat, C. Cattuto

International Conference of Weblogs and Social Media (ICWSM-13) (2013)

Wearable sensor networks for measuring face-to-face contact patterns in healthcare settings

A. Barrat, C. Cattuto, V. Colizza, L. Isella, C. Rizzo, A. E. Tozzi, W. Van den Broeck

Proceedings of the eHealth 2010 Conference Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 69 (2012)

On the usefulness of ontologies in epidemiology research and practice

J. Ferreira, D. Paolotti, F. M. Couto, M. J. Silva

The Journal of Epidemiology and Community Health 10.1136/jech (2012)

Friendship prediction and homophily in social media

L. M. Aiello, A. Barrat, R. Schifanella, C. Cattuto, B. Markines, F. Menczer

ACM Transactions on the Web volume 6(2), article 9 (2012)

On the dynamics of human proximity for data diffusion in ad-hoc networks

A. Panisson, A. Barrat, C. Cattuto, W. Van den Broeck, G. Ruffo, R. Schifanella

Ad Hoc Networks 10, 9 (2012)

Rapid assessment of influenza vaccine effectiveness: analysis of an internet-based cohort

K. Eames, E. Brooks-Pollock, D. Paolotti, M. Perosa, C. Gioannini, J. Edmunds

Epidemiology and Infection, Available on CJO 140(7) (2012)

Understanding mobility in a social petri dish

M. Szell, R. Sinatra, G. Petri, S. Thurner, V. Latora

Scientific Reports 2 (2012)

Digital Epidemiology

M. Salathé, L. Bengtsson, T. J. Bodnar, D. D. Brewer, J. S. Brownstein, C. Buckee, E. Campbell, C. Cattuto, S. Khandelwal, P. Mabry, A. Vespignani

PLoS Computational Biology 8(7) (2012)

Link creation and information spreading over social and communication ties in an interest-based online social network

L. M. Aiello, A. Barrat, C. Cattuto, R. Schifanella, G. Ruffo

EPJ Data Science 1 (2012)

Dynamical classes of Collective Attention in Twitter

J. Lehmann.., B. Gonçalves, J. J. Ramasco, C. Cattuto

Proceedings of the 21st International Conference on World Wide Web WWW2012 (2012)

What\' s in a crowd? Analysis of face-to-face behavioral networks

L. Isella, J. Stehlé, A. Barrat, C. Cattuto, J. Pinton, W. Van den Broeck

Journal of Theoretical Biology 271 (2011)

The GLEaMviz computational tool, a publicly available software to explore realistic epidemic spreading scenarios at the global scale

W. Van den Broeck, C. Gioannini, B. Gonçalves, M. Quaggiotto, V. Colizza, A. Vespignani

BMC Infectious Diseases 2011, 11:37 (2011)

Close encounters in a pediatric ward: measuring face-to-face proximity and mixing patterns with wearable radio frequency devices

W. Van den Broeck, V. Colizza, L. Ravà, L. Isella, F. Gesualdo, E. Pandolfi, C. Cattuto, A. E. Tozzi, A. Barrat, M. Romano, C. Rizzo

PLoS ONE 6(2), e17144 (2011)

High-Resolution Measurements of Face-to-Face Contact Patterns in a Primary School

J. Stehlé, N. Voirin, A. Barrat, C. Cattuto, L. Isella, J. Pinton, M. Quaggiotto, W. Van den Broeck, C. Régis, B. Lina, P. Vanhems

PLoS ONE 6(8), e23176 (2011)

Simulation of an SIR infectious disease model on the dynamic contact network of conference attendees

J. Stehlé, N. Voirin, A. Barrat, C. Cattuto, V. Colizza, L. Isella, C. Régis, J. Pinton, N. Khanafer, W. Van den Broeck, P. Vanhems

BMC Medicine 9 (2011)

Folks in folksonomies: Social link prediction from shared metadata

R. Schifanella, A. Barrat, C. Cattuto, B. Markines, F. Menczer

Proceedings of the 3rd International Conference on Web Search and Web (2010)

Internet-based surveillance of Influenza-like-illness in the UK during the 2009 H1N1 influenza pandemic

N. Tilston, K. Eames, D. Paolotti, J. Edmunds

BMC Public Health 10:650 (2010)

Link creation and profile alignment in the aNobii social network

L. M. Aiello, A. Barrat, C. Cattuto, G. Ruffo, R. Schifanella

Proceedings of the Second IEEE International Conference on Social Computing SocialCom 2010, Minneapolis, USA, August 20-22, 2010 (2010)

Semantics, Sensors, and the Social Web: The Live Social Semantics experiments

M. Szomszor, C. Cattuto, W. Van den Broeck, A. Barrat, H. Alani

Proceedings of the 7th Extended Semantic Web Conference ESWC10 Lecture Notes in Computer Science 6089 (2010)

The Live Social Semantics application: a platform for integrating face-to-face presence with on-line social networking

G. Correndo, H. Alani, A. Barrat, C. Cattuto, W. Van den Broeck, M. Szomszor

Proceedings of the 8th Annual IEEE International Conference on Pervasive Computing and Communications (2010)

Dynamics of Person-to-Person Interactions from Distributed RFID Sensor Networks

C. Cattuto, W. Van den Broeck, A. Barrat, V. Colizza, J. Pinton, A. Vespignani

PLoS ONE 5(7) (2010)

Social dynamics in conferences: analyses of data from the Live Social Semantics application

A. Barrat, C. Cattuto, M. Szomszor, W. Van den Broeck, H. Alani

The Semantic Web – ISWC 2010 Lecture Notes in Computer Science 6497 (2010)

Single aminoacidic mutations in meningococcal antigen fHbp have sizeable and predictable impact on its immunogenicity

D. Medini, A. Muzzi, D. Paolotti, D. Serruto, D. Brunelli, M. Comanducci, M. Guiliani, M. Scarselli, R. Rappouli, A. Covacci, M. Pizza

Proceedings of 17th International Pathogenic Neisseria Conference (2010)

Internet-based monitoring system for infuenza-like illness: H1N1 surveillance in Italy

D. Paolotti, C. Gioannini, V. Colizza, A. Vespignani

Proceedings of eHealth 2010 Casablanca 13-15 December 2010 (2010)

Seasonal transmission potential and activity peaks of the new influenza A(H1N1): a Monte Carlo likelihood analysis based on human mobility

D. Balcan, H. Hu, B. Gonçalves, P. Bajardi, C. Poletto, J. J. Ramasco, D. Paolotti, N. Perra, M. Tizzoni, W. Van den Broeck, V. Colizza, A. Vespignani

BMC Medicine 7:45 (2009)

Estimate of Novel Influenza A/H1N1 cases in Mexico at the early stage of the pandemic with a spatially structured epidemic model

V. Colizza, A. Vespignani, N. Perra, C. Poletto, B. Gonçalves, H. Hu, D. Balcan, D. Paolotti, W. Van den Broeck, M. Tizzoni, P. Bajardi, J. J. Ramasco

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

D. Balcan, V. Colizza, A. Singer, C. Chouaid, H. Hu, B. Gonçalves, P. Bajardi, C. Poletto, J. J. Ramasco, N. Perra, M. Tizzoni, D. Paolotti, W. Van den Broeck, A. Valleron, A. Vespignani

PLoS Current Influenza 1133 (2009)

Modeling vaccination campaigns and the Fall/Winter 2009 activity of the new A(H1N1) influenza in the Northern Hemisphere

P. Bajardi, C. Poletto, D. Balcan, H. Hu, B. Gonçalves, J. J. Ramasco, D. Paolotti, N. Perra, M. Tizzoni, W. Van den Broeck, V. Colizza, A. Vespignani

Emerging Health Threats Journal 2:e11 (2009)

Complex systems approach to the emergence of language

A. Baronchelli, C. Cattuto, V. Loreto, A. Puglisi

Language, Evolution, and the Brain. Hong Kong : City University of Hong Kong Press. (2009)

Evaluating Similarity Measures for Emergent Semantics of Social Tagging

B. Markines, C. Cattuto, F. Menczer, D. Benz, A. Hotho, G. Stumme

WWW \'09 Proceedings of the 18th international conference on World wide web (2009)

Collective dynamics of social annotation

C. Cattuto, A. Barrat, A. Baldassarri, G. Schehr, V. Loreto

PNAS 106 (2009)

Social Spam Detection

B. Markines, C. Cattuto, F. Menczer

AIRWeb \'09 Proceedings of the 5th International Workshop on Adversarial Information Retrieval on the Web (2009)