Table of Contents

• Summary: There were 11 papers submitted for peer-review to this workshop. Out of these, 11 papers were accepted for this volume, 2 as regular papers and 9 as extended abstracts.

Session 1: Network models and measures

• A backbone extraction method for complex weighted networks (extended abstract)
  Zakariya Ghalmane, Chantal Cherifi, Hocine Cherifi, Mohammed El Hassouni
• Un nouveau modèle pour l’évolution de réseaux sociaux personnels (A new evolution model for personal social networks) (extended abstract)
  Sarra Djemili, Claudia Marinica, Maria Malek, Dimitris Kotzinos
• An Empirical Comparison of Centrality and Hierarchy Measures in Complex Networks (extended abstract)
  Stephany Rajeh, Marinette Savonnet, Eric Leclercq, Hocine Cherifi

Session 2: Communities

• Characterizing measures for the assessment of cluster analysis and community detection (extended abstract)
  Nejat Arinik, Rosa Figueiredo, Vincent Labatut
• CDlib: a Python Library to Extract, Compare and Evaluate Communities from Complex Networks (extended abstract)
  Remy Cazabet, Giulio Rossetti, Letizia Milli
• Detection of an Unspecified Number of Communities in Feature-Rich Networks
  Soroosh Shalileh, Boris Mirkin
• Énumération de motifs dans un graphe d'évolution de communautés (Pattern mining in community evolution graph)
  Raphaël Charbey, Cécile Bothorel, Laurent Brisson

Session 3: Applied Network Science

• Tuning Graph2vec with Node Labels for Abuse Detection in Online Conversations (extended abstract)
  Noé Cecillon, Richard Dufour, Vincent Labatut, Georges Linarès
• Traffic speed prediction in the Lyon area using DCRNN (extended abstract)
  Fabio Mensi, Angelo Furno, Rémy Cazabet
• An Agent based model for the transmission and control of the COVID-19 in Dijon (extended abstract)
  Claire Prudhomme, Christophe Cruz, Hocine Cherifi
• Mining the miners: acknowledging the magnitude of mining deals through data science (extended abstract)
  Jeremy Bourgoin, Quentin Grislain, Roberto Interdonato Matteo Zignani Sabrina Gaito