Complex Networks XII: Proceedings of the 12th Conference on Complex Networks CompleNet 2021

Preface
Contents
Effects of Hidden Users on Cascade-Based Community Detection
	1 Introduction
	2 Related Work
	3 Problem Formulation and Methodology
		3.1 Cascade-Based Community Detection Problem and Evaluation Indices
		3.2 Dataset
		3.3 Experimental Methodology
	4 Results and Discussion
	5 Conclusion and Future Work
	References
Game of Thieves and WERW-Kpath: Two Novel Measures of Node and Edge Centrality for Mafia Networks
	1 Introduction
	2 Materials and Methods
	3 Results and Discussion
	4 Conclusions
	References
Common Knowledge on Facebook Communication Networks: Models and Experimental Findings
	1 Introduction
	2 Related Work
	3 The Model
		3.1 Preliminaries
		3.2 Knowledge and Common Knowledge
		3.3 Network Structure Globally Known
		3.4 Network Structure Locally Known
	4 Theoretical Results
		4.1 Globally Known Network Structure
		4.2 Locally Known Network Structure
	5 Experimental Design
	6 Experimental Results
	7 Conclusion and Further Research
	References
Logistics Route Planning in Agent-Based Simulation and Its Optimization Represented in Higher-Order Markov-Chain Networks
	1 Introduction
	2 Higher-Order Markov Chain Networks
	3 Agent-Based Simulations in Square-Lattice Network
		3.1 Algorithm Used for Route Optimization
		3.2 Numerical Results
	4 Agent Traces Represented in Higher-Order Markov-Chain Networks
	5 Concluding Remarks
	References
Degree-Degree Correlation in Networks with Preferential Attachment Based Growth
	1 Introduction
	2 ANND Distribution in the Barabási-Albert networks
	3 Triadic Closure Model Analysis
	4 Conclusion
	References
On Measuring the Diversity of Organizational Networks
	1 Introduction
	2 Related Work
	3 Problem Formulation
		3.1 Objectives
		3.2 Challenges
	4 Method
		4.1 Handling Constraints
		4.2 Variations on FairEA
	5 Experimental Setup
		5.1 Datasets
		5.2 Open Positions, Teams, and Candidate Pool
		5.3 Fitness Functions
		5.4 Baseline Methods
		5.5 Metrics
	6 Results and Analysis
		6.1 FairEA Evaluation
		6.2 Example Usage of FairEA
	7 Discussion, Limitations, and Conclusion
	References
An Interpretable Graph-Based Mapping of Trustworthy Machine Learning Research
	1 Introduction
	2 Materials and Methods
		2.1 Data
		2.2 Methods
	3 Results
	4 Discussion
	5 Conclusion
	References
MAVAC: Mapping and Visualization of Academic Collaborations with a Focus on Diversity
	1 Introduction
	2 Related Works
	3 System Overview and Methods of Construction
	4 Visualization
	5 Network Analysis
	6 Results
	References
Modelling Damage Propagation in Complex Networks: Life Exists in Half-Chaos
	1 Introduction
	2 Kauffman's Hypothesis
	3 Experiments and Network Parameters
	4 Evolutionary Stability of Half-Chaotic Networks
	5 Conclusions
	References
Information Seeking as an Evolutionary Game
	1 Introduction
	2 Model Description
	3 Results
		3.1 Mean-Field Solution
		3.2 Mean-Field Solution with Additional Sources of Truth
		3.3 Comparison to Results from Numerical Simulation
		3.4 The Effects of Clustering
	4 Summary and Conclusions
	References
How Correlated Are Community-Aware and Classical Centrality Measures in Complex Networks?
	1 Introduction
	2 Classical and Community-Aware Centrality Measures
	3 Correlation Analysis
	4 Network Topology Analysis
	5 Conclusion
	References
Author Index