CCS'15 Satellite Workshop

Computational Social Science

Contagion, Collective Behaviour, and Networks

1 October 2015

Tempe, Arizona


Technology-mediated social collectives are taking an important role in the design of social structures. Yet our understanding of the complex mechanisms governing networks and collective behaviour is still deplorably shallow. Fundamental concepts of on- and off-line networks such as power, authority, leader-follower dynamics, consensus emergence, information sharing, conflict, and collaboration are still not well defined and investigated. These are all crucial to illuminate the advantages and pitfalls of collective decision-making, which can cancel out individual mistakes, but also spiral out of control.

In recent endeavours, data from Twitter, Facebook, Google+, Wikipedia, and weblogs have been shown to strongly correlate to, and even predict, elections, opinions, attitudes, movie revenues, and oscillations in the stock market, to cite few examples. Similar data provided insights into the mechanisms driving the formation of groups of interests, topical communities, and the evolution of social networks. They also have been used to study polarization phenomena in politics, diffusion of information, and the dynamics of collective attention. However, a deeper understanding of these phenomena is still very much on demand. In parallel, and even preceding the surge in interest towards social media, the area of agent-based modeling (ABM) has grown in scope, focus and capability to produce testable hypotheses, going beyond the original goal of explaining macroscopic behaviors from simple interaction rules among stylized agents.

The aim of this satellite is to address the question of ICT-mediated social phenomena emerging over multiple scales, ranging from the interactions of individuals to the emergence of self-organized global movements. We would like to gather researchers from different disciplines and methodological backgrounds to form a forum to discuss ideas, research questions, recent results, and future challenges in this emerging area of research and public interest. Particular attention will be devoted to the following topics:

  • Interdependent social contagion process
  • Peer production and mass collaboration
  • Temporally evolving networks and dynamics of social contagion
  • Cognitive aspects of belief formation and revision
  • Online communication and information diffusion
  • Viral propagation in online social network
  • Crowd-sourcing; herding behaviour vs. wisdom of crowds
  • E-democracy and online government-citizen interaction
  • Online socio-political mobilizations
  • Public attention and popularity
  • Temporal and geographical patterns of information diffusion
  • User-information interplay
  • Group formation, evolution and group behavior analysis.
  • Modeling, tracking and forecasting dynamic groups in social media.
  • Community detection and dynamic community structure analysis.
  • Social simulation, cultural, opinion, and normative dynamics.
  • Empirical calibration and validation of agent-based social models.
  • Models of social capital, collective action, social movements.
  • Coevolution of network and behavior.


Submissions will be made by sending one A4 page abstract in pdf via Easychair. The deadline for abstract submission is 21 24 June 2015. The contributions to the event will be evaluated by the programme committee through a peer review process that will account for the scientific quality as well as for the relevance of the contribution to the aims of the satellite. The authors of accepted abstracts will be notified via e-mail by 25 June 2015.
The best contributors will be invited to submit a full paper to be published in the Future Internet special issue.
The publication fees for these invited contributions will be fully waived and the papers will be Open Access.


All the participants of the satellite meeting (with or without abstract submission) must register for the Conference on Complex Systems 2015. The Early Bird registration deadline is 30 June 2015.



Download the Programme in PDF

Thursday, 1st October 2015, Sheraton: Desert
8:30-8:50 Sander van der Leeuw Opening
Session 1, Chair: Emilio Ferrara
8:50-9:40 Kristina Lerman A Meme is not a Virus: the Role of Cognitive Heuristics in Information Diffusion
9:40-10:00  R. Michalski and P. Kazienko  The Spreading Power of Core Nodes in Temporal Social Networks
10:00-10:30 Coffee break
Session 2, Chair: Giovanni Luca Ciampaglia
10:30-10:50 P. Shi, J. Wang, X. Huang, S. Deng, Y. Wu, and J. Zhang The Hidden Attention Flows Structure among Websites
10:50-11:10 D. Berliner and B. Bagozzi What Information Do Citizens Want? Evidence from 1 Million Public Information Requests in Mexico
11:10-11:30 A. Barron, R Spang, and S. Dedeo Information theoretic structures of the French Revolution
11:30-11:50 P. Lenhard, M. Ruediger, P. Azevedo, and A. Grassi Modeling and Tracking Online Dynamic Communities in Large Events: A Tale of the Brazilian 2014 Elections
12:00-13:00 Lunch
Session 3, Chair: TBA
13:00-13:50  James Evans Can We Agree on Science? Measuring the Ideological Alignment of Science with Book Co-purchase Data
13:50-14:10  S. Gao, G. Ver Steeg, and A. Galstyan Understanding Confounding Effects in Linguistic Coordination: an Information-Theoretic Approach
14:10-14:30  R. Amato, N. Kouvaris, and A. Diaz-Guilera. Can multiplex save the languages? A new interpretation of the Abram-Strogatz model
14:30-14:50 A. Nematzadeh, S. Jazayeri, P.M. Todd, and Y-Y. Ahn Where to Eat or What to Eat? Examining Urban Food Exploration through Yelp Reviews
15:00-16:00 Coffee break
Session 4, Chair: Lingfei Wu
16:00-16:50  Huan Liu Machine Learning for Computational Social Science
16:50-17:10 S. Frey, K. Donnay, R.W. Sumner, and M. Bos  Emotional Influence and the Social Dimensions of Emotional Regulation
17:10-17:30 A. Sengupta and D. Vukadinovic Greetham  Interventions in Social Networks: Impact on Mood and Network Dynamics
 17:30-17:40  Lingfei Wu  Closing


Organizing Committee:

Javier Borge-Holthoefer (Qatar Computing Research Institute, Doha, Qatar) Márton Karsai (ENS de Lyon, INRIA, France)
Giovanni Luca Ciampaglia (CnetS, Indiana University at Bloomington, USA) Taha Yasseri (OII, University of Oxford, UK)
Emilio Ferrara (CnetS, Indiana University at Bloomington, USA) Lingfei Wu​ (CBIE, Arizona State University, USA)
Alessandro Flammini (CnetS, Indiana University at Bloomington, USA)

Programme Committee:

  • Roberta Sinatra (CCNR and Physics Department, Northeastern University)
  • Pablo Jensen (ixxi)
  • Pablo Piedrahita (BIFI)
  • Brian Keegan (Northeastern University)
  • Nicola Perra (Northeastern University)
  • Giovanni Petri (ISI Foundation)
  • Marco Alberto Javarone (Dept. of Mathematics and Computer Science)
  • Przemyslaw Grabowicz (The Max Planck Institute for Software Systems)
  • Yana Volkovich (Barcelona Media – Innovation Centre)
  • Tim Weninger (University of Notre Dame)
  • Dani Villatoro (IIIA-csic)
  • Ingmar Weber (Qatar Computing Research Institute)
  • Emanuele Massaro (Università degli Studi di Firenze)
  • Jose J. Ramasco (IFISC (CSIC-UIB))
  • Andrea Apolloni (London School of Hygiene and Tropical Medicine)
  • Luca Pappalardo (Department of Computer Science (University of Pisa), KDDLab (ISTI-CNR))
  • Diego Fregolente Mendes de Oliveira (Center for Complex Networks and Systems Research - Indiana University)
  • Kristina Lerman (University of Southern California)
  • Jisun An (Compuater Laboratory, University of Cambriage)
  • Giancarlo Ruffo (Universita' di Torino)
  • Katrin Weller (GESIS Leibniz Institute for the Social Sciences)
  • Sang Hoon Lee (Sungkyunkwan University)
  • Aram Galstyan (USC/ISI)
  • Mariantonietta Noemi La Polla (Istituto di Informatica e Telematica, Consiglio Nazionale delle Ricerche)
  • Greg Ver Steeg (Information Science Institute, University of Southern California)
  • Jared Lorince (Indiana University)
  • Haewoon Kwak (QCRI)
  • Luca Maria Aiello (Yahoo Labs)
  • Andrea Baronchelli (City University London)
  • Orion Penner (IMT Lucca)
  • Michele Coscia (National Research Council, Pisa)
  • Raquel A. Baños (University of Zaragoza)
  • Youngho Eom (IRSAMC, Université Paul Sabatier)
  • Arnim Bleier (University of Leipzig)
  • Matteo Gagliolo (Université libre de Bruxelles)
  • Katharina Kinder-Kurlanda (GESIS Leibniz Institute for the Social Sciences)
  • Alexander Petersen (IMT Lucca Institute for Advanced Studies)
  • Daniele Quercia (Yahoo Labs)
  • Yong-Yeol Ahn (Indiana University Bloomington)
  • Munmun Choudhury (School of Interactive Computing, Georgia Tech)
  • Pasquale De Meo (VU University, Amsterdam)
  • Markus Strohmaier (University of Koblenz-Landau)
  • Scott Hale (Oxford Internet Institute, University of Oxford)


Please send your enquiries and questions to