This book contains contributions presented at the 12th International Conference on Complex Networks (CompleNet), 24-26 May 2021. CompleNet is an international conference on complex networks that brings together researchers and practitioners from diverse disciplinesfrom sociology, biology, physics, and computer sciencewho share a passion to better understand the interdependencies within and across systems. CompleNet is a venue to discuss ideas and findings about all types networks, from biological, to technological, to informational and social. It is this interdisciplinary nature of complex networks that CompleNet aims to explore and celebrate.

Klappentext

Effects of Hidden Users on Cascade-based Community Detection.- Game of Thieves and WERW-Kpath: Two Novel Measures of Nodes and Edges Centrality for Mafia Networks.- Common Knowledge on Facebook Communication Networks: Models and Experimental Findings.- Logistics Route Planning in Agent-Based Simulation and its Optimization Represented in Higher-Order Markov-Chain Networks.- Degree-Degree Correlation in Networks with Preferential Attachment Based Growth.- On Measuring the Diversity of Organizational Networks.- An Interpretable Graph-based Mapping of Trustworthy Machine Learning Research.- MAVAC: Mapping and Visualization of Academic Collaborations with a Focus on Diversity.- Modelling Damage Propagation in Complex Networks: Life Exists in Half-chaos.- Information Seeking as an Evolutionary Game.- How Correlated are Community-aware and Classical Centrality Measures in Complex Networks?.

Inhalt
Effects of Hidden Users on Cascade-based Community Detection.- Game of Thieves and WERW-Kpath: Two Novel Measures of Nodes and Edges Centrality for Mafia Networks.- Common Knowledge on Facebook Communication Networks: Models and Experimental Findings.- Logistics Route Planning in Agent-Based Simulation and its Optimization Represented in Higher-Order Markov-Chain Networks.- Degree-Degree Correlation in Networks with Preferential Attachment Based Growth.- On Measuring the Diversity of Organizational Networks.- An Interpretable Graph-based Mapping of Trustworthy Machine Learning Research.- MAVAC: Mapping and Visualization of Academic Collaborations with a Focus on Diversity.- Modelling Damage Propagation in Complex Networks: Life Exists in Half-chaos.- Information Seeking as an Evolutionary Game.- How Correlated are Community-aware and Classical Centrality Measures in Complex Networks?.