PROGRAM
Days: Monday, November 30th Tuesday, December 1st Wednesday, December 2nd Thursday, December 3rd
Monday, November 30th
View this program: with abstractssession overviewtalk overview
13:15-13:30 Session Opening Tutorials
Opening Tutorials
13:30-16:00 Session Tutorial 1: David Garcia- Analyzing complex social phenomena through social media data
Tutorial session
Chair:
| 13:30 | Analyzing complex social phenomena through social media data (abstract) |
16:00-16:30Coffee Break
16:30-19:00 Session Tutorial 2: Mikko Kivela - Multilayer Networks
Tutorial session
Chair:
| 16:30 | Multilayer Networks (abstract) |
Tuesday, December 1st
View this program: with abstractssession overviewtalk overview
10:30-11:00 Session Opening Conference: Rosa M. Benito - Hocine Cherifi - Esteban Moro
Opening Conference
11:00-12:15 Session Oral O1A: Human Behavior
Oral session
Chair:
| 11:00 | Evolution of spatial political community structures in Sweden 1985-2018 (abstract) |
| 11:15 | Self-Modeling Networks Using Adaptive Internal Mental Models for Cognitive Analysis and Support Processes (abstract) |
| 11:30 | Revealing the complex comorbidity structure of internalizing disorders through hypergraph models (abstract) |
| 11:45 | Paternal-maternal surname networks reveal the population structure of Santiago, Chile (abstract) |
| 12:00 | Spontaneous symmetry breaking of active phase in coevolving nonlinear voter model (abstract) |
11:00-12:15 Session Oral O1B: Network Models
Oral session
Chair:
| 11:00 | GrowHON: A Scalable Algorithm for Growing Higher-order Networks (abstract) |
| 11:15 | Local Degree Asymmetry for Preferential Attachment Model (abstract) |
| 11:30 | A Random Growth Model with any Real or Theoretical Degree Distribution (abstract) |
| 11:45 | Fast multipole networks (abstract) |
| 12:00 | Nondiagonal Mixture of Dirichlet Network Distributions for Analyzing a Stock Ownership Network (abstract) |
11:00-12:15 Session Oral O1C: Biological Networks
Oral session
Chair:
| 11:00 | A Methodology for Evaluating the Extensibility of Boolean Networks' Structure and Function (abstract) |
| 11:15 | Deep Reinforcement Learning for Control of Probabilistic Boolean Networks (abstract) |
| 11:30 | Viral Infection From a Complex Networks Perspective (abstract) |
| 11:45 | Statistics of Growing Chemical Network Originating from One Molecule Species and Activated by Low-Temperature Plasma (abstract) |
| 12:00 | Adaptive rewiring evolves brain-like structure in directed networks (abstract) |
12:15-13:15Lunch Break
13:15-14:30 Session Oral O2A: Information Spreading in Social Media
Oral session
Chair:
| 13:15 | Influence of Retweeting on the Behaviors of Social Networking Service Users (abstract) |
| 13:30 | Impact of individual actions on the collective response of social systems (abstract) |
| 13:45 | Sockpuppet Detection: a Telegram case study (abstract) |
| 14:00 | Structural Node Embedding in Signed Social Networks: Finding Online Misbehavior at Multiple Scales (abstract) |
| 14:15 | Learning through the Grapevine: the Impact of Message Mutation, Transmission Failure, and Deliberate Bias (abstract) |
13:15-14:30 Session Oral O2B: Network Analysis
Oral session
Chair:
| 13:15 | Towards understanding complex interactions of Normalized Difference Vegetation Index and precipitation rain gauges networks of cereal growth system (abstract) |
| 13:30 | Uncovering the image structure of Japanese TV commercials by a co-occurrence network representation (abstract) |
| 13:45 | Unraveling the paradox of weak links in structural brain connectivity (abstract) |
| 14:00 | The Metric Backbone in the Human Connectome (abstract) |
| 14:15 | Connectivity-based Spectral Sampling for Big Complex Network Visualization (abstract) |
13:15-14:30 Session Oral O2C: Networks in Finance & Economics
Oral session
Chair:
| 13:15 | A network analysis of personnel exchange and companies’ relevant sector: the LinkedIn case study (abstract) |
| 13:30 | Group Centrality Indices in the International Trade Networks (abstract) |
| 13:45 | Wealth distribution for agents with spending propensity, interacting over a network (abstract) |
| 14:00 | The hidden cost of interdependencies: Collapse of complex economic systems and network structure (abstract) |
| 14:15 | Shock propagation channels behind the global economic contagion network (abstract) |
14:30-14:45Coffee Break
14:45-15:25 Session Speaker S1: Nataša Pržulj - Untangling biological complexity: From omics network data to new biomedical knowledge and Data-Integrated Medicine
Keynote speaker
Chair:
| 14:45 | Untangling biological complexity: From omics network data to new biomedical knowledge and Data-Integrated Medicine (abstract) |
15:25-16:25 Session Lightning L1: Networks Models & Analysis
Lightning session
Chair:
| 15:25 | Extraction of overlapping modules in networks via spectral methods and information theory (abstract) |
| 15:30 | Interest Clustering Coefficient: a New Metric for Directed Networks like Twitter (abstract) |
| 15:35 | Hot-Get-Richer Network Growth Model (abstract) |
| 15:40 | Data compression to choose a proper dynamic network representation (abstract) |
| 15:45 | Graph-based Topic Extraction from Vector Embeddings of Text Documents: Application to a Corpus of News Articles (abstract) |
| 15:50 | Interaction of Structure and Information on Tor (abstract) |
| 15:55 | Mapping the Global Scientific Landscape of Virology Before the COVID-19 Pandemic: A Large-Scale Document Analysis with the Representation Learning and Network Visual Representation (abstract) |
| 16:00 | Graph Signal Processing on Complex Networksfor Structural Health Monitoring (abstract) |
| 16:05 | Complex Network Analysis of North American Institutions of Higher Education on Twitter (abstract) |
| 16:10 | Are there Racial Disparities in Fatal Police Shootings? Exploration with Uniform Manifold Approximation and Projection (abstract) |
16:25-16:40Coffee Break
16:40-17:20 Session Speaker S2: Leman Akoglu - Graph-Based Anomaly Detection : Problems, Algorithms and Applications
Keynote speaker
Chair:
| 16:40 | Graph-Based Anomaly Detection : Problems, Algorithms and Applications (abstract) |
17:20-18:35 Session Oral O3A: Diffusion & Epidemics
Oral session
Chair:
| 17:20 | A Systematic Framework of Modelling Epidemics on Temporal Networks (abstract) |
| 17:35 | Suppressing Epidemic Spreading via Contact Blocking in Temporal Networks (abstract) |
| 17:50 | On the Effect of Space on the Spread of Infections (abstract) |
| 18:05 | Prediction of the effects of epidemic spreading with graph neural networks (abstract) |
| 18:20 | On an all-Ireland SIRX Network Model for the Spreading of SARS-CoV-2 (abstract) |
17:20-18:35 Session Oral O3B: Machine Learning & Networks
Oral session
Chair:
| 17:20 | Evaluating network embedding by community separability (abstract) |
| 17:35 | Susceptible-infected-spreading-based network embedding in static and temporal networks (abstract) |
| 17:50 | Latent Space Modelling of Hypergraph Data (abstract) |
| 18:05 | Graph Neural Network Models for Node Classification in Multilayer Networks (abstract) |
| 18:20 | The node2community prediction problem in complex networks (abstract) |
17:20-18:35 Session Oral O3C: Resilience, Synchronization & Control
Oral session
Chair:
| 17:20 | Quick Sub-optimal Augmentation of Large ScaleMulti-Modal Transport Networks (abstract) |
| 17:35 | Distribution of the sizes of blackouts on electrical grids and some theoretical models (abstract) |
| 17:50 | Dependency Networks and Systemic Risk in Open Source Software Ecosystems (abstract) |
| 18:05 | Distributed Algorithm for Link Removal in Directed Networks (abstract) |
| 18:20 | Hierarchical properties and control of ageing-related methylation networks (abstract) |
18:35-18:50Coffee Break
18:50-19:30 Session Poster P1A: Community Structure
Poster Session
Chair:
| 18:50 | A Method for Community Detection in Networks with Mixed Scale Features at its Nodes (abstract) |
| 18:50 | Measuring Proximity in Attributed Networks for Community Detection (abstract) |
| 18:50 | Core Method for Community Detection (abstract) |
| 18:50 | Effects of Community Structure in Social Networks on Speed of Information Diffusion (abstract) |
| 18:50 | Query Oriented Temporal Active Community Search (abstract) |
| 18:50 | Local Community Detection Algorithm with Self-defining Source Nodes (abstract) |
| 18:50 | Investigating Centrality Measures in Social Networks with Community Structure (abstract) |
18:50-19:30 Session Poster P1B: Network Models
Poster session
Chair:
| 18:50 | Edge based stochastic block model statistical inference (abstract) |
| 18:50 | Modeling and Evaluating Hierarchical Network: An Application to Personnel Flow Network (abstract) |
| 18:50 | A Network Model of Selective Exposure and Audience Behavior Using Community Detection (abstract) |
| 18:50 | Analysis of a Finite Mixture of Truncated Zeta Distributions for Degree Distribution (abstract) |
| 18:50 | Fair Comparisons Among Network Sampling Strategies (abstract) |
| 18:50 | Top-k Connected Overlapping Densest Subgraphs in Dual Networks (abstract) |
| 18:50 | Monotone Properties in Random Networks with Dependent Edges (abstract) |
| 18:50 | A tail of two distributions: why most real world networks are negative binomial rather than power law. (abstract) |
18:50-19:30 Session Poster P1C: Earth Sciences Applications & Urban Systems
Chair:
| 18:50 | Multifractal analyses on normalized difference vegetation index series on pastures (abstract)  |
| 18:50 | Modelling spreading process of a wildfire in heterogeneous orography, fuel distribution and environmental conditions – a multi-scale analysis using complex networks (abstract) |
| 18:50 | Complexity of the vegetation-climate system through data analysis (abstract) |
| 18:50 | Earthquake complex network analysis for the Mw 8.2 earthquake in Iquique, Chile (abstract) |
| 18:50 | Vulnerability indexes in complex networks as avulnerability component in disaster science (abstract) |
| 18:50 | Deforestation network fractal analysis in Sumaco Biosphere Reserve (abstract) |
| 18:50 | Spatio-Temporal Clustering of Earthquakes Based on Average Magnitudes (abstract) |
| 18:50 | On the breakup patterns of urban networks under load (abstract) |
| 18:50 | Passenger Delay and Topological Indicators in Public Transport Networks (abstract) |
| 18:50 | Characterising road networks through subgraph graphlet analysis (abstract) |
Wednesday, December 2nd
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10:20-11:00 Session Poster P2A: Diffusion & Epidemics
Poster Session
Chair:
| 10:20 | Infectious disease dynamics in homophily-driven dynamic small-world networks: A model study. (abstract) |
| 10:20 | Testing framework for proxy-based Influence maximization algorithms (abstract) |
| 10:20 | Analyzing the Impact of Geo-Spatial Organization of Real-World Communities On Epidemic Spreading Dynamics (abstract) |
| 10:20 | Testing strategies for epidemic detection in livestock trade network (abstract) |
| 10:20 | Stimulation Index of Cascading Transmission in Information Diffusion over Social Networks (abstract) |
| 10:20 | Diffusion dynamics prediction based on subgraph samples and motifs (abstract) |
10:20-11:00 Session Poster P2B: Machine Learning & Networks
Poster session
Chair:
| 10:20 | Comparing the efficacy of embeddings in Hyperbolic and Euclidean geometries with respect to the task of community detection. (abstract) |
| 10:20 | Calibrating Network Models for Real Networks Using graph2vec Embedding (abstract) |
| 10:20 | Detecting Geographical Competitive Structure for POI Visit Dynamics (abstract) |
| 10:20 | Consensus Embeddings for Networks with Multiple Versions (abstract) |
| 10:20 | Graph Convolutional Network with Time-based Mini-batch for Information Diffusion Prediction (abstract) |
| 10:20 | A Sentiment Enhanced Deep Collaborative Filtering Recommender System (abstract) |
| 10:20 | Avres: visualising multilayer networks for analysing human-trafficking networks (abstract) |
| 10:20 | SaraBotTagger - a Light Tool to Identify Bots in Twitter (abstract) |
10:20-11:00 Session Poster P2C: Mobility & Networks in Finance & Economics
Poster session
Chair:
| 10:20 | Connecting the Dots: Integrating Point Location Data into Spatial Network Analyses (abstract) |
| 10:20 | Topological Analysis of Synthetic Models for Air Transportation Multilayer Networks (abstract) |
| 10:20 | Order Estimation of Markov-Chain Processes in Complex Mobility Network Embedded in Vehicle Traces (abstract) |
| 10:20 | Mobility Footprint of Cities Through an Epidemic Diffusion Model (abstract) |
| 10:20 | Economic Integration Index Evaluated from Loop Flow Component in Global Value-Added Network (abstract) |
| 10:20 | Measuring the Nestedness of Global Production System based on Bipartite Network (abstract) |
| 10:20 | Extracting the Backbone of Global Value Chain from High-Dimensional Inter-Country Input-Output Network (abstract) |
| 10:20 | Analysis of tainted transactions in the Bitcoin Blockchain transaction network (abstract) |
11:00-12:15 Session Oral O4A: Human Behavior
Oral session
Chair:
| 11:00 | Forming diverse teams based on members' social networks: a genetic algorithm approach (abstract) |
| 11:15 | Nowcasting country-wide headache symptoms from social media traces and air quality (abstract) |
| 11:30 | Trust somebody but choose carefully : an empirical analysis of social relationships on an exchange market (abstract) |
| 11:45 | Extending DeGroot Opinion Formation for Signed Graphs and Minimising Polarization (abstract) |
| 12:00 | Graph comparison and artificial models for simulating real criminal networks (abstract) |
11:00-12:15 Session Oral O4B: Community Structure
Oral session
Chair:
| 11:00 | Community Detection in a Multi-layer Network Over Social Media (abstract) |
| 11:15 | Maximal Labeled-Cliques for Structural-Functional Communities (abstract) |
| 11:30 | Composite Modularity and parameter tuning in the weight-based fusion model for community detection in node-attributed social networks (abstract) |
| 11:45 | Spectral Clustering for Directed Networks (abstract) |
| 12:00 | Efficient Community Detection by Exploiting Structural Properties of Real-World User-Item Graphs (abstract) |
11:00-12:15 Session Oral O4C: Machine Learning & Networks
Oral session
Chair:
| 11:00 | Graph Auto-Encoders for Learning Edge Representations (abstract) |
| 11:15 | Enriching Graph Representations of Text: Application to Medical Text Classification (abstract) |
| 11:30 | Experimental Evaluation of Train and Test Split Strategies in Link Prediction (abstract) |
| 11:45 | Multi-scale Anomaly Detection on Attributed Networks (abstract) |
| 12:00 | On the Impact of Communities on Semi-supervised Classification Using Graph Neural Networks (abstract) |
12:15-13:15Lunch Break
13:15-14:30 Session Oral O5A: Dynamics on/of Networks
Oral session
Chair:
| 13:15 | Evolution of Similar Configurations in Graph Dynamical Systems (abstract) |
| 13:30 | Computing Temporal Twins in Time Logarithmic in History Length (abstract) |
| 13:45 | Path homology and temporal networks (abstract) |
| 14:00 | Revealing transmission of healthcare-associated infections using network-constrained patient trajectories (abstract) |
| 14:15 | Convergence towards an Erdos-Renyi graph structure in network contraction processes (abstract) |
13:15-14:30 Session Oral O5B: Network Models
Oral session
Chair:
| 13:15 | Reconstructed potentials to characterize complex networks (abstract) |
| 13:30 | Probabilistic Network Sparsification by Betweenness (abstract) |
| 13:45 | Data-Driven Analysis of Complex Networks and Their Model-Generated Counterparts (abstract) |
| 14:00 | An Algorithmic Information Distortion in Multidimensional Networks (abstract) |
| 14:15 | De-evolution of Preferential Attachment Trees (abstract) |
13:15-14:30 Session Oral O5C: Resilience, Synchronization & Control
Oral session
Chair:
| 13:15 | Synchronization in complex networks with long-range interactions (abstract) |
| 13:30 | Synchronizability and information transmission in complete dynamical networks of discontinuous maps (abstract) |
| 13:45 | Cluster synchronization on hypergraphs (abstract) |
| 14:00 | Effect of nonisochronicity on the chimera states in coupled nonlinear oscillators (abstract) |
| 14:15 | Prioritizing investments in critical facility access during and following natural hazard events using geospatial data and network perturbation models (abstract) |
14:30-14:45Coffee Break
14:45-15:25 Session Speaker S3: Fosca Giannotti - Explainable Machine Learning for Trustworthy AI
Keynote speaker
Chair:
| 14:45 | Explainable Machine Learning for Trustworthy AI (abstract) |
15:25-16:25 Session Lightning L2: Diffusion & Epidemics
Lightning session
Chair:
| 15:25 | Using Distributed Risk Maps by Consensus as a Complement to Contact Tracing Apps (abstract) |
| 15:30 | Blocking the Propagation of Two Simultaneous Contagions over Networks (abstract) |
| 15:35 | Time-critical Crowdsourced Responses and EmergencyMitigation to Global Biosecurity Threats (abstract) |
| 15:40 | Immigration in the Italian Public Debate: Dynamics of Interactions in a Segregated Network (abstract) |
| 15:45 | Epidemic-driven conflict and conflict-driven epidemics (abstract) |
| 15:50 | Learning Vaccine Allocation from Simulations (abstract) |
| 15:55 | Non-backtracking Eigenvalues: X-Centrality and Node Immunization (abstract) |
| 16:00 | Using Link Clustering to Detect Influential Spreaders (abstract) |
| 16:05 | Opinion Dynamic modeling of Fake News Perception (abstract) |
| 16:10 | Not all interventions are equal for the height of the second peak (abstract) |
| 16:15 | Identifying Biomarkers for Important Nodes in an Epidemic (abstract) |
16:25-16:40Coffee Break
16:40-17:20 Session Speaker S4: János Kertesz - Possibilities and Limitations of using mobile phone data in exploring human behavior
Keynote speaker
Chair:
| 16:40 | Possibilities and Limitations of using mobile phone data in exploring human behavior (abstract) |
17:20-18:35 Session Oral O6A: Structural Network Measures
Oral session
Chair:
| 17:20 | StreamFaSE: an online algorithm for subgraph counting in dynamic networks (abstract) |
| 17:35 | Generalized optimal paths revealed through the large deviations of random walks on networks (abstract) |
| 17:50 | Comparing Box-Covering Algorithms for Fractal Dimension of Complex Networks (abstract) |
| 18:05 | Random Walk Decay Centrality (abstract) |
| 18:20 | Highly comparative graph analysis (abstract) |
17:20-18:35 Session Oral O6B: Network Analysis
Oral session
Chair:
| 17:20 | Towards Mesoscopic Structural Analysis of the Fediverse of Decentralized Social Networks (abstract) |
| 17:35 | The effect of commuting on the structure and assortativity of online social ties (abstract) |
| 17:50 | The role of geography in the complex diffusion of innovations (abstract) |
| 18:05 | Ecological networks reveal species associations and communities in Urban Forests of South Delhi Ridge, India (abstract) |
| 18:20 | The macro-, meso- and micro-structure of individual-based community-wide plant-pollinator networks reflects pollen flow dynamics and plant reproductive success (abstract) |
17:20-18:35 Session Oral O6C: Biological Networks
Oral session
Chair:
| 17:20 | Joint Modeling of Chromatin Marker Effects in 3D Genome Through Hi-C Interaction Graph (abstract) |
| 17:35 | Signed distance correlation to generate weighted and thresholded gene coexpression networks (abstract) |
| 17:50 | The effective graph: a weighted graph that captures nonlinear logical redundancy in biochemical systems (abstract) |
| 18:05 | Analysis of psychostimulant-induced group behaviours using network based framework in Drospophila melanogaster (abstract) |
| 18:20 | NETME: On-the-fly knowledge network construction from biomedical literature (abstract) |
18:35-18:50Coffee Break
18:50-19:30 Session Poster P3A: Information Spreading in Social Media
Poster session
Chair:
| 18:50 | Clustering Active Users in Twitter Based on Top-k Trending Topics (abstract) |
| 18:50 | Inferring political opinion and its relationship with use of language in a Twitter conversation around a territorial conflict (abstract) |
| 18:50 | Media Polarization on Twitter during 2019 Indonesian Election (abstract) |
| 18:50 | A Framework for Interaction-based Propagation Analysis in Online Social Networks (abstract) |
18:50-19:30 Session Poster P3B: Network Analysis
Poster session
Chair:
| 18:50 | Better weighted clustering coefficient: now continuous (abstract) |
| 18:50 | A Dynamic Algorithm for Linear Algebraically Computing Nonbacktracking Walk Centrality (abstract) |
| 18:50 | TemporalRI: a subgraph isomorphism algorithm for temporal networks (abstract) |
| 18:50 | Digital Sousveillance: A Network Analysis Of US Surveillance Organizations (abstract) |
| 18:50 | Searching for linguistic collocations in specialty languages by using complex networks (abstract) |
| 18:50 | An Analysis of Four Academic Department Collaboration Networks with Respect to Gender (abstract) |
| 18:50 | Movie Script Similarity using Multilayer Network Portrait Divergence (abstract) |
| 18:50 | Finding High-Degree Vertices with Inclusive Random Sampling (abstract) |
| 18:50 | Relationship graph for organisations using communication tools (abstract) |
| 18:50 | Inferring Eukaryote-Prokaryote interactions in microbial communities: a multi-layer network approach (abstract) |
| 18:50 | Multiomics-based inference of cell type-specific regulatory networks in early human embryos (abstract) |
18:50-19:30 Session Poster P3C: Human Behavior
Poster session
Chair:
| 18:50 | Dynamical patterns of user activity during electoral campaigns and debates in Twitter (abstract) |
| 18:50 | A Second-Order Adaptive Network Model for Learner-Controlled Mental Model Learning Processes (abstract) |
| 18:50 | Urban gentrification as an avalanche process (abstract) |
| 18:50 | Scientific collaboration of researchers and organizations: A two-level blockmodeling approach (abstract) |
| 18:50 | Resident’s Alzheimer disease and social networks within a nursing home (abstract) |
| 18:50 | Using pandemic periods to improve now-casting modelsbased on search engine data (abstract) |
| 18:50 | Detecting People Interested in Non-Suicidal Self-Injury on Social Media (abstract) |
| 18:50 | Quarantined world through SoundCloud hashtags network (abstract) |
| 18:50 | Temporal Bibliometric Networks on Coronavirus reveal Politics of the Pandemic (abstract) |
Thursday, December 3rd
View this program: with abstractssession overviewtalk overview
10:45-12:00 Session Oral O7A: Diffusion & Epidemics
Oral session
Chair:
| 10:45 | Influence Maximization for Dynamic Allocation in Voter Dynamics (abstract) |
| 11:00 | Effect of Interaction Mechanisms on Facebook Dynamics Using a Common Knowledge Model (abstract) |
| 11:15 | Learning on graphs with diffusion (abstract) |
| 11:30 | Max-Plus Opinion Dynamics With Temporal Confidence (abstract) |
| 11:45 | Mixed Strategies for Improving the Scale and Efficiency of Infection Tests using pool-testing (abstract) |
10:45-12:00 Session Oral O7B: Network Analysis
Oral session
Chair:
| 10:45 | Concept-centered comparison of semantic networks (abstract) |
| 11:00 | Classifying Sleeping Beauties and Princes Using Citation Rarity (abstract) |
| 11:15 | Simplicial Closure in Significant Higher-Order Network among Cooking Ingredients (abstract) |
| 11:30 | Horizontal Visibility Graph: Irreversibility of Turbulent and Non-Collisional Plasmas Magnetic Fluctuations (abstract) |
| 11:45 | Analysis of Variable Stars via Visibility Graph Algorithm (abstract) |
10:45-12:00 Session Oral O7C: Networks in Finance & Economics
Oral session
Chair:
| 10:45 | A network model of World Trade inequality and how to mitigate it (abstract) |
| 11:00 | Market Interaction Structure Behind Price Heterogenity in a Monopolistic Market (abstract) |
| 11:15 | Socially Responsible Investing in the Global Ownership Network and its implications for International Security (abstract) |
| 11:30 | Shock propagation in supply and demand constrained input-output economies (abstract) |
| 11:45 | Foreign lockdown in supply networks: a cross-country analysis of economic independence (abstract) |
12:00-12:10Coffee Break
12:10-12:50 Session Speaker S5: Vito Latora - Contagion and synchronization in systems with higher-order interactions
Keynote speaker
Chair:
| 12:10 | Contagion and synchronization in systems with higher-order interactions (abstract) |
12:50-13:15Lunch Break
13:15-14:30 Session Oral O8A: Dynamics on/of Networks
Oral session
Chair:
| 13:15 | Size agnostic change point detection framework for evolving networks (abstract) |
| 13:30 | Multivariate Information in Random Boolean Networks (abstract) |
| 13:45 | The effect of cryptocurrency price on a blockchain-based social network (abstract) |
| 14:00 | Connected Components in Stream Graphs: Computation and Applications (abstract) |
| 14:15 | Congestion Due to Random Walk Routing (abstract) |
13:15-14:30 Session Oral O8B: Structural Network Measures
Oral session
Chair:
| 13:15 | A Community-Aware Backbone Extractor for Weighted Networks (abstract) |
| 13:30 | Assessing the Relationship Between Centrality and Hierarchy Measures in Complex Networks (abstract) |
| 13:45 | Closure Coefficient in Complex Directed Networks (abstract) |
| 14:00 | Equality Measures in Complex Networks (abstract) |
| 14:15 | A metric on directed graph nodes based on hitting probabilities (abstract) |
13:15-14:30 Session Oral O8C: Machine Learning & Networks
Oral session
Chair:
| 13:15 | Dissecting medical referral mechanisms in health services using graph neural networks (abstract) |
| 13:30 | Applying Fairness Constraints on Graph NodeRanks under Personalization Bias (abstract) |
| 13:45 | Learning Parameters for Balanced Index Influence Maximization (abstract) |
| 14:00 | Image Classification using Graph-based Representations and Graph Neural Networks (abstract) |
| 14:15 | Incorporating Domain Knowledge into Health Recommender Systems using Hyperbolic Embeddings (abstract) |
14:30-14:45Coffee Break
14:45-15:25 Session Speaker S6: Alex ‘Sandy’ Pentland - Human and Optimal Networked Decision Making in Long-Tailed and Non-stationary Environments
Keynote speaker
Chair:
| 14:45 | Human and Optimal Networked Decision Making in Long-Tailed and Non-stationary Environments (abstract) |
15:25-16:25 Session Lightning L3: Human Behavior
Lightning session
Chair:
| 15:25 | Which groups do you belong to? Sentiment-based PageRank to measure formal and informal influence in social networks (abstract) |
| 15:30 | Global Network of Hidden Military Support: its Structure and Evolution (abstract) |
| 15:35 | Inequality is rising where social network segregation interacts with urban topology (abstract) |
| 15:40 | Behavioral gender differences are reinforced during the COVID-19 crisis (abstract) |
| 15:45 | Segregation dynamics with reinforcement learning andagent based modeling (abstract) |
| 15:50 | Networks make us more cautious: using Drift Diffusion Model to measure the learning process in Prisoner's Dilemma on different network topologies. (abstract) |
| 15:55 | Revealing semantic and emotional structure of suicide notes with cognitive network science (abstract) |
| 16:00 | Assessing how Team Task Influences Team Assembly Through Network Analysis (abstract) |
| 16:05 | The Italian Twittersphere discussion on migration: a network analysis (abstract) |
| 16:10 | Evolution of Political Polarization on Twitter (abstract) |
| 16:15 | Mobility Networks for Predicting Gentrification (abstract) |
16:25-16:40Coffee Break
16:40-17:20 Session Speaker S7: Stefano Boccaletti - Synchronization in Complex Networks, Hypergraphs and Simplicial Complexes
Keynote speaker
Chair:
| 16:40 | Synchronization in Complex Networks, Hypergraphs and Simplicial Complexes (abstract) |
17:20-18:35 Session Oral O9A: Community Structure
Oral session
Chair:
| 17:20 | Distances on a Graph (abstract) |
| 17:35 | A Pledged Community? Using Community Detection to Analyze Autocratic Cooperation in UN Co-Sponsorship Networks (abstract) |
| 17:50 | Towards Causal Explanations of Community Detection in Networks (abstract) |
| 18:05 | Community Detection Algorithm Using Hypergraph Modularity (abstract) |
| 18:20 | Using Preference Intensity for NetworkCommunities (abstract) |
17:20-18:35 Session Oral O9B: Information Spreading in Social Media
Oral session
Chair:
| 17:20 | Analyzing the robustness of a comprehensive Trust-based model for Online Social Networks against Privacy Attacks (abstract) |
| 17:35 | Dynamic Social Media Network Analysis: an Edge Depreciation Approach (abstract) |
| 17:50 | A popularity model for information spreading: Twitter as a case study (abstract) |
| 18:05 | The opinions of a few: A cross-platform study quantifying usefulness of reviews (abstract) |
| 18:20 | Media Partisanship during Election: Indonesian Cases (abstract) |
17:20-18:35 Session Oral O9C: Network Models
Oral session
Chair:
| 17:20 | Sequential and parallel generation of Artificial Benchmark for Community Detection (ABCD) graphs (abstract) |
| 17:35 | Unintended communities in hyperbolic networks (abstract) |
| 17:50 | Assembling Mutualistic Networks from Adaptive Niche Interactions (abstract) |
| 18:05 | Statistical properties of edges and bredges in configuration model networks (abstract) |
| 18:20 | Modeling the urban network (abstract) |