Editorial: At the Crossroads: Lessons and Challenges in Computational Social Science

Complex Systems Group (CoSIN3), Internet Interdisciplinary Institute (IN3), Universitat Oberta de Catalunya, Barcelona, Spain, Qatar Computing Research Institute, Hamad Bin Khalifa University, Doha, Qatar, 3 Institute of Biocomputation and Physics of Complex Systems, Universidad de Zaragoza, Zaragoza, Spain, Department of Theoretical Physics, Faculty of Sciences, Universidad de Zaragoza, Zaragoza, Spain, 5 Institute for Scientific Interchange, Torino, Italy, Oxford Internet Institute, University of Oxford, Oxford, UK, 7 Alan Turing Institute, London, UK

[1]  Mathieu Moslonka-Lefebvre,et al.  Disease spread in small-size directed networks: epidemic threshold, correlation between links to and from nodes, and clustering. , 2009, Journal of theoretical biology.

[2]  Khadija Iqbal,et al.  An introduction , 1996, Neurobiology of Aging.

[3]  Donald C. Wunsch,et al.  Backpropagation and Ordered Derivatives in the Time Scales Calculus , 2010, IEEE Transactions on Neural Networks.

[4]  M. Newman.  Spread of epidemic disease on networks. , 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

[5]  S. Galam.  Sociophysics: A Physicist's Modeling of Psycho-political Phenomena , 2012 .

[6]  A. Pentland,et al.  Computational Social Science , 2009, Science.

[7]  Ingmar Weber,et al.  Data-driven political science , 2013, WSDM '13.

[8]  Adam Mann,et al.  Core Concept: Computational social science , 2016, Proceedings of the National Academy of Sciences.

[9]  Scott A. Hale,et al.  Political Turbulence: How Social Media Shape Collective Action , 2015 .

[10]  A. Pentland,et al.  Life in the network: The coming age of computational social science: Science , 2009 .

[11]  J. Nadal,et al.  Manifesto of computational social science , 2012 .

[12]  R. Mantegna,et al.  An Introduction to Econophysics: Contents , 1999 .

[13]  Nicole Abaid,et al.  A transfer entropy analysis of leader-follower interactions in flying bats , 2015 .

[14]  Mason A. Porter,et al.  Multilayer networks , 2013, J. Complex Networks.

[15]  A. Arenas,et al.  Mathematical Formulation of Multilayer Networks , 2013, 1307.4977.

[16]  Alessandro Vespignani,et al.  The dynamics of information-driven coordination phenomena: A transfer entropy analysis , 2015, Science Advances.

[17]  Chris Arney.  Social Physics: How Good Ideas Spread - the Lessons from a New Science , 2014 .

[18]  Aristides Gionis,et al.  Proceedings of the sixth ACM international conference on Web search and data mining , 2013, WSDM 2013.

[19]  Claudio Cioffi-Revilla,et al.  Computational social science , 2010 .