Dynamics On and Of Complex Networks, Volume 2

Part I. Online Social Media, Internet, and WWW

1. Dynamics in Online Social Networks
Przemyslaw A. Grabowicz, José J. Ramasco, Víctor M. Eguíluz

2. An Empirical Validation of Growth Models for Complex Networks
Alan Mislove, Hema Swetha Koppula, Krishna P. Gummadi, Peter Druschel, Bobby Bhattacharjee

3. On the Routability of the Internet
Pau Erola, Sergio Gómez, Alex Arenas

4. The Evolution of Layered Protocol Stacks Leads to an Hourglass-Shaped Architecture
Saamer Akhshabi, Constantine Dovrolis

5. Opinion Dynamics on Coevolving Networks
Federico Vazquez

Part II. Community Analysis

6. A Template for Parallelizing the Louvain Method for Modularity Maximization
Sanjukta Bhowmick, Sriram Srinivasan

7. Multi-scale Modularity and Dynamics in Complex Networks
Renaud Lambiotte

8. Evaluating the Performance of Clustering Algorithms in Networks
Andrea Lancichinetti

9. Communities in Evolving Networks: Definitions, Detection, and Analysis Techniques
Thomas Aynaud, Eric Fleury, Jean-Loup Guillaume, Qinna Wang

10. Clustering Hypergraphs for Discovery of Overlapping Communities in Folksonomies
Abhijnan Chakraborty, Saptarshi Ghosh

11. The Stability of a Graph Partition: A Dynamics-Based Framework for Community Detection
Jean-Charles Delvenne, Michael T. Schaub, Sophia N. Yaliraki, Mauricio Barahona

12. Algorithms for Finding Motifs in Large Labeled Networks
Maleq Khan, V. S. Anil Kumar, Madhav V. Marathe, Zhao Zhao

Part III. Diffusion, Spreading, Mobility, and Transport

13. A Dynamical Network View of Lyon’s Vélo’v Shared Bicycle System
Pierre Borgnat, Céline Robardet, Patrice Abry, Patrick Flandrin, Jean-Baptiste Rouquier, Nicolas Tremblay

14. Generalized Voter-Like Models on Heterogeneous Networks
Paolo Moretti, Andrea Baronchelli, Michele Starnini, Romualdo Pastor-Satorras

15. Epidemics on a Stochastic Model of Temporal Network
Luis E. C. Rocha, Adeline Decuyper, Vincent D. Blondel

16. Network-Based Information Filtering Algorithms: Ranking and Recommendation
Matúš Medo

Keywords: Mathematics, Complex Systems, Complex Networks, Communications Engineering, Networks, Computer Systems Organization and Communication Networks, Mathematical Modeling and Industrial Mathematics