Project
SocioPatterns
Website
www.sociopatterns.org/SocioPatterns is an interdisciplinary research collaboration that adopts a data-driven methodology with the aim of uncovering fundamental patterns in social dynamics and coordinated human activity.The SocioPatterns team also works on developing tools and techniques to represent, analyze and visualize the collected data.
SocioPatterns is an interdisciplinary research collaboration that adopts a data-driven methodology with the aim of uncovering fundamental patterns in social dynamics and coordinated human activity.The SocioPatterns team also works on developing tools and techniques to represent, analyze and visualize the collected data.
Info
Subjects
Partners
Università degli studi di Torino, Bitmanufaktur, Centre de Physique Theorique, School of Public Health of the University of Hong Kong, Partners HealthCare, Istituto Superiore di Sanità, Ospedale Pediatrico Bambino Gesù, KEMRI Wellcome Trust, Ecole Normale Supérieure de Lyon, Politecnico di Milano, Cambridge University, University of California, Berkeley, Neo Technology, Science Gallery, Medialab Prado, STI International
People
ISI Foundation increasingly uses digital media and computational devices in daily activities, and leaves behind a sizable amount of digital traces while doing so. The proliferation of mobile devices, and the incorporation of various sensing technologies in these devices, will further add to this growing trail of data. The possibility to mine and analyze these data, and the scale at which this can be done on contemporary computer systems, affords a novel, data-driven approach in the investigation of various aspects of human behavior.
SocioPatterns is an interdisciplinary research collaboration that adopts this data-driven methodology with the aim of uncovering fundamental patterns in social dynamics and coordinated human activity.
To achieve its scientific goals, the SocioPatterns collaboration also contributes to the development of new technologies for collecting relevant data. In particular, the collaboration supports the development of the SocioPatterns sensing platform, which uses wireless wearable sensors to gather longitudinal data on human mobility and face-to-face proximity in real-world environments. The SocioPatterns team also works on developing tools and techniques to represent, analyze and visualize the collected data.
Related publications
An embedding-based distance for temporal graphs
Social interactions of dairy cows and their association with milk yield and somatic cell count
Early career wins and tournament prestige characterize tennis players’ trajectories
Estimating household contact matrices structure from easily collectable metadata
Linking physical violence to women’s mobility in Chile
Sidewalk networks: Review and outlook
Beyond Weisfeiler–Lehman with Local Ego-Network Encodings
Modeling self-propagating malware with epidemiological models
Association of close-range contact patterns with SARS-CoV-2: a household transmission study
Echo Chambers of Vaccination Hesitancy Discussion on Social Media during COVID-19 Pandemic
BikeDNA: A tool for bicycle infrastructure data and network assessment
Global Misinformation Spillovers in the Vaccination Debate Before and During the COVID-19 Pandemic: Multilingual Twitter Study
Effective Higher-Order Link Prediction and Reconstruction From Simplicial Complex Embeddings
Randomized Reference Models for Temporal Networks
Data-driven micromobility network planning for demand and safety
Cyber Network Resilience Against Self-Propagating Malware Attacks
Multimodal urban mobility and multilayer transport networks
Echoes through Time: Evolution of the Italian COVID-19 Vaccination Debate
Growing urban bicycle networks
Automated Detection of Missing Links in Bicycle Networks
Association networks and social temporal dynamics in ewes and lambs
Cryptic transmission of SARS-CoV-2 and the first COVID-19 wave
Using wearable proximity sensors to characterize social contact patterns in a village of rural Malawi
Spatial and temporal variation in proximity networks of commercial dairy cattle in Great Britain
Evaluation of home detection algorithms on mobile phone data using individual-level ground truth
Multilayer Graph Association Rules for Link Prediction
Effect of manual and digital contact tracing on COVID-19 outbreaks: a study on empirical contact data
Predicting partially observed processes on temporal networks by Dynamics-Aware Node Embeddings (DyANE)
Predicting corporate credit risk: Network contagion via trade credit
Detecting adherence to the recommended childhood vaccination schedule from user-generated content in a US parenting forum
MISINFO 2021: Workshop on Misinformation Integrity in Social Networks
Digital proximity tracing on empirical contact networks for pandemic control
Time to evaluate COVID-19 contact-tracing apps
Phase transitions and stability of dynamical processes on hypergraphs
Data-driven strategies for optimal bicycle network growth
Span-core Decomposition for Temporal Networks: Algorithms and Applications
Relevance of temporal cores for epidemic spread in temporal networks
Gender gaps in urban mobility
Extracting the multimodal fingerprint of urban transportation networks
Falling into the Echo Chamber: The Italian Vaccination Debate on Twitter
weg2vec: Event embedding for temporal networks
Success and luck in creative careers
The effect of travel restrictions on the spread of the 2019 novel coronavirus (COVID-19) outbreak
The effect of age, environment and management on social contact patterns in sheep
Preliminary assessment of the International Spreading Risk Associated with the 2019 novel Coronavirus (2019-nCoV) outbreak in Wuhan City
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
High-resolution contact networks of free-ranging domestic dogs Canis familiaris and implications for transmission of infection
Measurability of the epidemic reproduction number in data-driven contact networks
Charting the Next Pandemic: Modeling Infectious Disease Spreading in the Data Science Age
Mining (maximal) span-cores from temporal networks
Change points, memory and epidemic spreading in temporal networks
Quantifying the risk of local Zika virus transmission in the contiguous US during the 2015–2016 ZIKV epidemic
Quantifying the risk of local Zika virus transmission in the continental US during the 2015-2016 ZIKV epidemic
Shopping mall attraction and social mixing at a city scale
Estimating the outcome of spreading processes on networks with incomplete information: A dimensionality reduction approach
Close encounters between infants and household members measured through wearable proximity sensors
Robust Modeling of Human Contact Networks Across Different Scales and Proximity-Sensing Techniques
Spread of Zika virus in the Americas
Predicting human mobility through the assimilation of social media traces into mobility models
School closure policies at municipality level for mitigating influenza spread: a model-based evaluation
Real-Time Assessment of the International Spreading Risk Associated with the 2014 West African Ebola Outbreak
Contact diaries versus wearable proximity sensors in measuring contact patterns at a conference: method comparison and participants’ attitudes
Quantifying social contacts in a household setting of rural Kenya using wearable proximity sensors
Spatiotemporal spread of the 2014 outbreak of Ebola virus disease in Liberia and the eff ectiveness of non-pharmaceutical interventions: a computational modelling analysis
Detecting Anomalies in Time-Varying Networks Using Tensor Decomposition
Epidemic processes in complex networks
Compensating for population sampling in simulations of epidemic spread on temporal contact networks
Social Data Mining and Seasonal Influenza Forecasts: The FluOutlook Platform
Mental health and social networks in early adolescence: A dynamic study of objectively-measured social interaction behaviors.
Detecting global bridges in networks
Anomaly Detection in Temporal Graph Data: An Iterative Tensor Decomposition and Masking Approach
Time-varying social networks in a graph database: a Neo4j use case
Mitigation of infectious disease at school: targeted class closure vs school closure
Combining High-Resolution Contact Data with Virological Data to Investigate Influenza Transmission in a Tertiary Care Hospital
Activity clocks: spreading dynamics on temporal networks of human contact
Assessing the impact of travel restrictions on international spread of the 2014 West African Ebola epidemic
Assessing the International Spreading Risk Associated with the 2014 West African Ebola Outbreak
Damage detection via shortest-path network sampling
Controlling Contagion Processes in Activity Driven Networks
Controlling Contagion Processes in Time-Varying Networks
Properties and evolution of internet traffic networks from anonymized flow data
Walking and searching in time-varying networks
Measuring contact patterns with wearable sensors: methods, data characteristics and applications to data‐driven simulations of infectious diseases
Time varying networks and the weakness of strong ties
Complex networks: The fragility of interdependency
Complex networks: Patterns of complexity
Empirical temporal networks of face-to-face human interactions
Gender homophily from spatial behavior in a primary school: A sociometric study
Immunization strategies for epidemic processes in time-varying contact networks
Economic Networks: The New Challenges
Extracting the multiscale backbone of Complex Weighted Networks
WiFi networks and malware epidemiology
Evaluating Similarity Measures for Emergent Semantics of Social Tagging
Link creation and profile alignment in the aNobii social network
Semantics, Sensors, and the Social Web: The Live Social Semantics experiments
Internet-based monitoring system for infuenza-like illness: H1N1 surveillance in Italy
Wearable sensor networks for measuring face-to-face contact patterns in healthcare settings
Social dynamics in conferences: analyses of data from the Live Social Semantics application
Dynamics of Person-to-Person Interactions from Distributed RFID Sensor Networks
Friendship prediction and homophily in social media
Fingerprinting temporal networks of close-range human proximity
Random walks and search in time-varying networks
What’s in a crowd? Analysis of face-to-face behavioral networks
An infectious disease model on empirical networks of human contact: bridging the gap between dynamic network data and contact matrices
Close encounters in a pediatric ward: measuring face-to-face proximity and mixing patterns with wearable radio frequency devices
On the dynamics of human proximity for data diffusion in ad-hoc networks
Phase transitions in contagion processes mediated by recurrent mobility patterns
The GLEaMviz computational tool, a publicly available software to explore realistic epidemic spreading scenarios at the global scale
Human Mobility Networks, Travel Restrictions, and the Global Spread of 2009 H1N1 Pandemic
Estimating potential infection transmission routes in hospital wards using wearable proximity sensors
Invasion threshold in structured populations with recurrent mobility patterns
High-Resolution Measurements of Face-to-Face Contact Patterns in a Primary School
Rapid assessment of influenza vaccine effectiveness: analysis of an internet-based cohort
Simulation of an SIR infectious disease model on the dynamic contact network of conference attendees
New Insights and Methods for Predicting Face-to-Face Contacts
Activity driven modeling of time-varying networks
Citation Networks
An embedding-based distance for temporal graphs
Social interactions of dairy cows and their association with milk yield and somatic cell count
Early career wins and tournament prestige characterize tennis players’ trajectories
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