People
Ciro Cattuto
Scientific Director
ISI Foundation
Fields of study:
Measure and modeling of complex phenomena in technological and social systems
Home page: www.cirocattuto.info
Publications
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)
Association networks and social temporal dynamics in ewes and lambs
Applied Animal Behaviour Science 246 / 105515 (2022)
Interplay between mobility, multi-seeding and lockdowns shapes COVID-19 local impact
PLoS Computational Biology 17(10): e1009326 (2021)
Using wearable proximity sensors to characterize social contact patterns in a village of rural Malawi
EPJ Data Science 10:46 (2021)
Spatial and temporal variation in proximity networks of commercial dairy cattle in Great Britain
Book: Preventive Veterinary Medicine 194/105443 (2021)
Early social distancing policies in Europe, changes in mobility & COVID-19 case trajectories: Insights from Spring 2020
Plos One 16(6):e0253071 (2021)
Evaluation of home detection algorithms on mobile phone data using individual-level ground truth
EPJ Data Science 10:29 (2021)
Effect of manual and digital contact tracing on COVID-19 outbreaks: a study on empirical contact data
Journal of the Royal Society Interface 18: 20201000 (2021)
Predicting partially observed processes on temporal networks by Dynamics-Aware Node Embeddings (DyANE)
EPJ Data Science 10:22 (2021)
Digital proximity tracing on empirical contact networks for pandemic control
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
JMIR Public Health and Surveillance 7 (3), e23154 (2021)
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
Ethics and Information Technology (2021)
Span-core Decomposition for Temporal Networks: Algorithms and Applications
ACM Transactions on Knowledge Discovery from Data 15 (1) (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)
Relevance of temporal cores for epidemic spread in temporal networks
Scientific Reports 10:12529 (2020)
COVID-19 outbreak response, a dataset to assess mobility changes in Italy following national lockdown
Scientific Data 7, 230 (2020)
The Institutionalisation of Digital Public Health: Lessons Learned from the COVID-19 App
European Journal of Risk Regulation 11, 2 (2020)
Mobile phone data for informing public health actions across the COVID-19 pandemic life cycle
Science Advances 6, 23 (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)
The effect of age, environment and management on social contact patterns in sheep
Applied Animal Behaviour Science 225, 104964 (2020)
Traditional versus Facebook-based surveys: Evaluation of biases in self-reported demographic and psychometric information
Demographic Research 42 (5) (2020)
Predicting City Poverty Using Satellite Imagery
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
Plos Neglected Tropical Diseases 13(7): e0007565 (2019)
Human Values and Attitudes towards Vaccination in Social Media
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
Journal of Medical Internet Research 21, 4 e12251 (2019)
Unsupervised extraction of epidemic syndromes from participatory influenza surveillance self-reported symptoms
PLOS Computational Biology 15(4): e1006173 (2019)
Predicting demographics, moral foundations, and human values from digital behaviours
Computers in Human Behavior 92 (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)
Estimating the outcome of spreading processes on networks with incomplete information: A dimensionality reduction approach
Physical Review E 98 / 1 (2018)
Close encounters between infants and household members measured through wearable proximity sensors
Plos One 13(6):e0198733 (2018)
Social Media Data per lo studio della disoccupazione giovanile italiana: il progetto LikeYouth
STATISTICA & SOCIETÀ 7 / 1 (2018)
Robust Modeling of Human Contact Networks Across Different Scales and Proximity-Sensing Techniques
International Conference on Social Informatics SocInfo 2017: Social Informatics (2017)
Understanding Youth Unemployment in Italy via Social Media Data
International Population Conference (2017)
Predicting human mobility through the assimilation of social media traces into mobility models
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
BMC Infectious Diseases — doi:10.1186/s12879-016-1918-z (2016)
Contact diaries versus wearable proximity sensors in measuring contact patterns at a conference: method comparison and participants’ attitudes
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
EPJ Data Science 20165:21 (2016)
Detecting Anomalies in Time-Varying Networks Using Tensor Decomposition
2015 IEEE International Conf. on Data Mining Workshop (ICDMW) (2015)
Compensating for population sampling in simulations of epidemic spread on temporal contact networks
Nature Communications 6 (2015)
Mental health and social networks in early adolescence: A dynamic study of objectively-measured social interaction behaviors.
Social Science & Medicine 125 (2015)
Anomaly Detection in Temporal Graph Data: An Iterative Tensor Decomposition and Masking Approach
Proceedings of AALTD 117 (2015)
Combining High-Resolution Contact Data with Virological Data to Investigate Influenza Transmission in a Tertiary Care Hospital
Infection Control & Hospital Epidemiology (2015)
Measuring contact patterns with wearable sensors: methods, data characteristics and applications to data-driven simulations of infectious diseases
Clinical Microbiology and Infection 20,1 (2014)
Mitigation of infectious disease at school: targeted class closure vs school closure
BMC Infectious Diseases 14 (2014)
Mining Concurrent Topical Activity in Microblog Streams
Proceedings of the 4th workshop on \'Making Sense of Microposts\', World Wide Web Conference 2014 (2014)
Measuring contact patterns with wearable sensors: methods, data characteristics and applications to data‐driven simulations of infectious diseases
Clinical Microbiology and Infection 20 (1) (2014)
O023: Combining electronic contacts data and virological data for studying the transmission of infections at hospital
Antimicrobial Resistance and Infection Control 2:O23 (2013)
Time-varying social networks in a graph database: a Neo4j use case
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
Scientific Reports 3 Article number: 3099 (2013)
Empirical temporal networks of face-to-face human interactions
EPJ Special Topics 222(6) (2013)
Immunization strategies for epidemic processes in time-varying contact networks
Journal of Theoretical Biology 337 (2013)
Gender homophily from spatial behavior in a primary school: A sociometric study
Social Networks 35,4 (2013)
Fingerprinting temporal networks of close-range human proximity
Proceedings of the International Workshop on the Impact of Human Mobility in Pervasive Systems and Applications (San Diego) (2013)
An infectious disease model on empirical networks of human contact: bridging the gap between dynamic network data and contact matrices
BMC Infectious Diseases 13:185 (2013)
New Insights and Methods for Predicting Face-to-Face Contacts
International Conference of Weblogs and Social Media (ICWSM-13) (2013)
Wearable sensor networks for measuring face-to-face contact patterns in healthcare settings
Proceedings of the eHealth 2010 Conference Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 69 (2012)
Friendship prediction and homophily in social media
ACM Transactions on the Web volume 6(2), article 9 (2012)
On the dynamics of human proximity for data diffusion in ad-hoc networks
Ad Hoc Networks 10, 9 (2012)
Digital Epidemiology
PLoS Computational Biology 8(7) (2012)
Dynamical classes of Collective Attention in Twitter
Proceedings of the 21st International Conference on World Wide Web WWW2012 (2012)
What\' s in a crowd? Analysis of face-to-face behavioral networks
Journal of Theoretical Biology 271 (2011)
High-Resolution Measurements of Face-to-Face Contact Patterns in a Primary School
PLoS ONE 6(8), e23176 (2011)
Folks in folksonomies: Social link prediction from shared metadata
Proceedings of the 3rd International Conference on Web Search and Web (2010)
Link creation and profile alignment in the aNobii social network
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
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
Proceedings of the 8th Annual IEEE International Conference on Pervasive Computing and Communications (2010)
Social dynamics in conferences: analyses of data from the Live Social Semantics application
The Semantic Web – ISWC 2010 Lecture Notes in Computer Science 6497 (2010)
Dynamics of Person-to-Person Interactions from Distributed RFID Sensor Networks
PLoS ONE 5(7) (2010)
Evaluating Similarity Measures for Emergent Semantics of Social Tagging
WWW \'09 Proceedings of the 18th international conference on World wide web (2009)
Social Spam Detection
AIRWeb \'09 Proceedings of the 5th International Workshop on Adversarial Information Retrieval on the Web (2009)
Complex systems approach to the emergence of language
Language, Evolution, and the Brain. Hong Kong : City University of Hong Kong Press. (2009)