Distributed Global Financial Systems for Society

Deliverables

Open Research Data Work Plan

Deliverable D44 Data Management Plan

Report on WP4 I

WP4

Report on WP5 III and Final Project Report

WP5

Report on WP2 III and final report on WP3

WP2

Report on WP3 II

WP3

Report on WP2 I

WP2

Report on WP2 II

WP2

Report on WP1 I

WP 1

Report on WP1 II

WP1

Report on WP1 III and final WP1 Report

WP1

Report on WP3 I

WP3

Report on WP5 II

WP5

Kick-off meeting, website and Advisory board

WP5

Report on WP4 III, School and FInal Report on WP4

Report on WP4 III

Report on WP4 II, Intern. Conf., Midterm meeting

WP4

Report on WP5 I

WP5

Report on WP2 III and final WP2 Report

WP3

Publications

A Comparative Study of Performance Estimation Methods for Time Series Forecasting

Author(s): Vitor Cerqueira, Luis Torgo, Jasmina Smailovic, Igor Mozetic
Published in: 2017 IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2017, Page(s) 529-538, ISBN 978-1-5090-5004-8
Publisher: IEEE
DOI: 10.1109/DSAA.2017.7

A Retweet Network Analysis of the European Parliament

Author(s): Darko Cherepnalkoski, Igor Mozetic
Published in: 2015 11th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS), 2015, Page(s) 350-357, ISBN 978-1-4673-9721-6
Publisher: IEEE
DOI: 10.1109/SITIS.2015.8

Clearing Payments in Financial Networks with Credit Default Swaps [Extended Abstract]

Author(s): Steffen Schuldenzucker, Sven Seuken, Stefano Battiston
Published in: Proceedings of the 2016 ACM Conference on Economics and Computation - EC '16, 2016, Page(s) 759-759, ISBN 9781-450339360
Publisher: ACM Press
DOI: 10.1145/2940716.2940791

Exploring the twitterland of the impact investing market

Author(s): Kralj Novak, Petra; De Amicis, Luisa; Hughes, Catherine; Mozetič, Igor
Published in: Complex networks & their applications VI : proceedings of Complex Networks 2017, (The Sixth International Conference on Complex Networks and their Applications), [29 November to 01 December 2017, Lyon, France], pp. 967-979, 2018., Issue 4, 2018
Publisher: Springer
DOI: 10.1007/978-3-319-72150-7_78

Mapping organizations' goals and leanings in the lobbyist network in banking and finance

Author(s): Sluban, Borut; Smailović, Jasmina; Kralj Novak, Petra; Mozetič, Igor; Battiston, Stefano
Published in: ISBN: 978-3-319-72149-1, Issue 4, 2018
Publisher: Springer
DOI: 10.1007/978-3-319-72150-7_93

Toward a better understanding of emotional dynamics on facebook

Author(s): Zollo, Fabiana; Sluban, Borut; Mozetič, Igor; Quattrociocchi, Walter
Published in: Complex networks & their applications VI : proceedings of Complex Networks 2017, (The Sixth International Conference on Complex Networks and their Applications), [29 November to 01 December 2017, Lyon, France], pp. 365-377, 2018., Issue 3, 2018
Publisher: Springer
DOI: 10.1007/978-3-319-72150-7_30

A network-based analysis of the European Emission Market

Author(s): Andreas Karpf, Antoine Mandel, Stefano Battiston
Published in: 2016, Page(s) 283-295
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-29228-1_24

Trust and Doubt Terms in Financial Tweets and Periodic Reports

Author(s): Znidaršič, Martiň; Smailovi, Jasmina; Gorše, Jan; Grčar, Miha; Mozetič, Igor; Pollak, Senja
Published in: 2018, ISBN 979-10-95546-23-8
Publisher: n.a.

Monitoring the Twitter sentiment during the Bulgarian elections

Author(s): Jasmina Smailovic, Janez Kranjc, Miha Grcar, Martin Znidarsic, Igor Mozetic
Published in: 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2015, Page(s) 1-10, ISBN 978-1-4673-8272-4
Publisher: IEEE
DOI: 10.1109/DSAA.2015.7344886

Cohesion and Coalition Formation in the European Parliament: Roll-Call Votes and Twitter Activities

Author(s): Darko Cherepnalkoski, Andreas Karpf, Igor Mozetič, Miha Grčar
Published in: PLOS ONE, Issue 11/11, 2016, Page(s) e0166586, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0166586

Echo Chambers: Emotional Contagion and Group Polarization on Facebook

Author(s): Michela Del Vicario, Gianna Vivaldo, Alessandro Bessi, Fabiana Zollo, Antonio Scala, Guido Caldarelli, Walter Quattrociocchi
Published in: Scientific Reports, Issue 6/1, 2016, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/srep37825

Epidemics of liquidity shortages in interbank markets

Author(s): Giuseppe Brandi, Riccardo Di Clemente, Giulio Cimini
Published in: Physica A: Statistical Mechanics and its Applications, Issue 507, 2018, Page(s) 255-267, ISSN 0378-4371
Publisher: Elsevier BV
DOI: 10.1016/j.physa.2018.05.104

Enhanced capital-asset pricing model for the reconstruction of bipartite financial networks

Author(s): Tiziano Squartini, Assaf Almog, Guido Caldarelli, Iman van Lelyveld, Diego Garlaschelli, Giulio Cimini
Published in: Physical Review E, Issue 96/3, 2017, Page(s) n.a., ISSN 2470-0045
Publisher: APS
DOI: 10.1103/PhysRevE.96.032315

How the interbank market becomes systemically dangerous: an agent-based network model of financial distress propagation

Author(s): Matteo Serri, Guido Caldarelli, Giulio Cimini
Published in: The Journal of Network Theory in Finance, Issue 3/1, 2017, ISSN 2055-7795
Publisher: n.a.
DOI: 10.21314/jntf.2017.025

REAL ESTATE AND THE GREAT CRISIS: LESSONS FOR MACROPRUDENTIAL POLICY

Author(s): John V. Duca, Lilit Popoyan, Susan M. Wachter
Published in: Contemporary Economic Policy, 2017, ISSN 1074-3529
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/coep.12260

Quantitative account of social interactions in a mental health care ecosystem: cooperation, trust and collective action

Author(s): Anna Cigarini, Julián Vicens, Jordi Duch, Angel Sánchez, Josep Perelló
Published in: Scientific Reports, Issue 8/1, 2018, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-018-21900-1

Stance and influence of Twitter users regarding the Brexit referendum

Author(s): Miha Grčar, Darko Cherepnalkoski, Igor Mozetič, Petra Kralj Novak
Published in: Computational Social Networks, Issue 4/1, 2017, ISSN 2197-4314
Publisher: Springer
DOI: 10.1186/s40649-017-0042-6

Statistically validated network of portfolio overlaps and systemic risk

Author(s): Stanislao Gualdi, Giulio Cimini, Kevin Primicerio, Riccardo Di Clemente, Damien Challet
Published in: Scientific Reports, Issue 6/1, 2016, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/srep39467

Collaborative hierarchy maintains cooperation in asymmetric games

Author(s): Alberto Antonioni, María Pereda, Katherine A. Cronin, Marco Tomassini, Angel Sánchez
Published in: Scientific Reports, Issue 8/1, 2018, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-018-23681-z

A Financial Macro-Network Approach to Climate Policy Evaluation

Author(s): Veronika Stolbova, Irene Monasterolo, Stefano Battiston
Published in: Ecological Economics, Issue 149, 2018, Page(s) 239-253, ISSN 0921-8009
Publisher: Elsevier BV
DOI: 10.1016/j.ecolecon.2018.03.013

Anatomy of news consumption on Facebook

Author(s): Ana Lucía Schmidt, Fabiana Zollo, Michela Del Vicario, Alessandro Bessi, Antonio Scala, Guido Caldarelli, H. Eugene Stanley, Walter Quattrociocchi
Published in: Proceedings of the National Academy of Sciences, Issue 114/12, 2017, Page(s) 3035-3039, ISSN 0027-8424
Publisher: National Academy of Sciences
DOI: 10.1073/pnas.1617052114

Twitter sentiment around the Earnings Announcement events

Author(s): Peter Gabrovšek, Darko Aleksovski, Igor Mozetič, Miha Grčar
Published in: PLOS ONE, Issue 12/2, 2017, Page(s) e0173151, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0173151

Wealth and price distribution by diffusive approximation in a repeated prediction market

Author(s): Giulio Bottazzi, Daniele Giachini
Published in: Physica A: Statistical Mechanics and its Applications, Issue 471, 2017, Page(s) 473-479, ISSN 0378-4371
Publisher: Elsevier BV
DOI: 10.1016/j.physa.2016.12.012

Complexity theory and financial regulation

Author(s): S. Battiston, J. D. Farmer, A. Flache, D. Garlaschelli, A. G. Haldane, H. Heesterbeek, C. Hommes, C. Jaeger, R. May, M. Scheffer
Published in: Science, Issue 351/6275, 2016, Page(s) 818-819, ISSN 0036-8075
Publisher: American Association for the Advancement of Science
DOI: 10.1126/science.aad0299

Complexity and heterogeneity in a dynamic network

Author(s): David Lambert, Fabio Vanni
Published in: Chaos, Solitons & Fractals, Issue 108, 2018, Page(s) 94-103, ISSN 0960-0779
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.chaos.2018.01.024

Equal status in Ultimatum Games promotes rational sharing

Author(s): Xiao Han, Shinan Cao, Jian-Zhang Bao, Wen-Xu Wang, Boyu Zhang, Zi-You Gao, Angel Sánchez
Published in: Scientific Reports, Issue 8/1, 2018, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-018-19503-x

DebtRank and the Network of Leverage

Author(s): Stefano Battiston, Marco D’Errico, Stefano Gurciullo
Published in: The Journal of Alternative Investments, Issue 18/4, 2016, Page(s) 68-81, ISSN 1520-3255
Publisher: Institutional Investor Systems
DOI: 10.3905/jai.2016.18.4.068

Complexity and the Economics of Climate Change: A Survey and a Look Forward

Author(s): T. Balint, F. Lamperti, A. Mandel, M. Napoletano, A. Roventini, A. Sapio
Published in: Ecological Economics, Issue 138, 2017, Page(s) 252-265, ISSN 0921-8009
Publisher: Elsevier BV
DOI: 10.1016/j.ecolecon.2017.03.032

Endogenous growth in production networks

Author(s): Stanislao Gualdi, Antoine Mandel
Published in: Journal of Evolutionary Economics, 2018, ISSN 0936-9937
Publisher: Springer Verlag
DOI: 10.1007/s00191-018-0552-x

Debunking in a world of tribes

Author(s): Fabiana Zollo, Alessandro Bessi, Michela Del Vicario, Antonio Scala, Guido Caldarelli, Louis Shekhtman, Shlomo Havlin, Walter Quattrociocchi
Published in: PLOS ONE, Issue 12/7, 2017, Page(s) e0181821, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0181821

From Ecology to Finance (and Back?): A Review on Entropy-Based Null Models for the Analysis of Bipartite Networks

Author(s): Mika J. Straka, Guido Caldarelli, Tiziano Squartini, Fabio Saracco
Published in: Journal of Statistical Physics, 2018, ISSN 0022-4715
Publisher: Kluwer Academic/Plenum Publishers
DOI: 10.1007/s10955-018-2039-4

Grand canonical validation of the bipartite international trade network

Author(s): Mika J. Straka, Guido Caldarelli, Fabio Saracco
Published in: Physical Review E, Issue 96/2, 2017, ISSN 2470-0045
Publisher: American Physical Society
DOI: 10.1103/PhysRevE.96.022306

Equilibrium characterization of networks under conflicting preferences

Author(s): Penélope Hernández, Guillem Martínez-Cánovas, Manuel Muñoz-Herrera, Angel Sánchez
Published in: Economics Letters, Issue 155, 2017, Page(s) 154-156, ISSN 0165-1765
Publisher: Elsevier BV
DOI: 10.1016/j.econlet.2016.12.004

Ideals, practices, and future prospects of stakeholder involvement in sustainability science

Author(s): Jahel Mielke, Hannah Vermaßen, Saskia Ellenbeck
Published in: Proceedings of the National Academy of Sciences, Issue 114/50, 2017, Page(s) E10648-E10657, ISSN 0027-8424
Publisher: National Academy of Sciences
DOI: 10.1073/pnas.1706085114

Fiscal and monetary policies in complex evolving economies

Author(s): Giovanni Dosi, Giorgio Fagiolo, Mauro Napoletano, Andrea Roventini, Tania Treibich
Published in: Journal of Economic Dynamics and Control, Issue 52, 2015, Page(s) 166-189, ISSN 0165-1889
Publisher: Elsevier BV
DOI: 10.1016/j.jedc.2014.11.014

Green Investment and Coordination Failure: An Investors' Perspective

Author(s): Jahel Mielke, Gesine A. Steudle
Published in: Ecological Economics, Issue 150, 2018, Page(s) 88-95, ISSN 0921-8009
Publisher: Elsevier BV
DOI: 10.1016/j.ecolecon.2018.03.018

Improving transportation networks: Effects of population structure and decision making policies

Author(s): Federico Pablo-Martí, Angel Sánchez
Published in: Scientific Reports, Issue 7/1, 2017, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-017-04892-2

Finding Clearing Payments in Financial Networks with Credit Default Swaps is PPAD-complete

Author(s): Schuldenzucker, Steffen; Seuken, Sven; Battiston, Stefano
Published in: Proceedings of the 8th Innovations in Theoretical Computer Science (ITCS) Conference, 2017, ISSN 1868-8969
Publisher: Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik
DOI: 10.4230/LIPIcs.ITCS.2017.32

How to evaluate sentiment classifiers for Twitter time-ordered data?

Author(s): Igor Mozetič, Luis Torgo, Vitor Cerqueira, Jasmina Smailović
Published in: PLOS ONE, Issue 13/3, 2018, Page(s) e0194317, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0194317

Humans expect generosity

Author(s): Pablo Brañas-Garza, Ismael Rodríguez-Lara, Angel Sánchez
Published in: Scientific Reports, Issue 7/1, 2017, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/srep42446

Keynes and the international monetary system: Time for a tabular standard?

Author(s): Leanne J. Ussher, Armin Haas, Klaus Töpfer, Carlo C. Jaeger
Published in: The European Journal of the History of Economic Thought, Issue 25/1, 2018, Page(s) 1-35, ISSN 0967-2567
Publisher: Routledge
DOI: 10.1080/09672567.2017.1365093

Interconnectedness as a source of uncertainty in systemic risk

Author(s): Tarik Roukny, Stefano Battiston, Joseph E. Stiglitz
Published in: Journal of Financial Stability, Issue 35, 2018, Page(s) 93-106, ISSN 1572-3089
Publisher: Elsevier BV
DOI: 10.1016/j.jfs.2016.12.003

Macroeconomic Policy in DSGE and Agent-Based Models Redux: New Developments and Challenges Ahead

Author(s): Giorgio Fagiolo, Andrea Roventini
Published in: Journal of Artificial Societies and Social Simulation, Issue 20/1, 2017, ISSN 1460-7425
Publisher: University of Surrey
DOI: 10.18564/jasss.3280

Leveraging the network: A stress-test framework based on DebtRank

Author(s): Stefano Battiston, Guido Caldarelli, Marco D’Errico, Stefano Gurciullo
Published in: Statistics & Risk Modeling, Issue 33/3-4, 2016, ISSN 2193-1402
Publisher: Walter de Gruyter GmbH
DOI: 10.1515/strm-2015-0005

Inferring monopartite projections of bipartite networks: an entropy-based approach

Author(s): Fabio Saracco, Mika J Straka, Riccardo Di Clemente, Andrea Gabrielli, Guido Caldarelli, Tiziano Squartini
Published in: New Journal of Physics, Issue 19/5, 2017, Page(s) 053022, ISSN 1367-2630
Publisher: Institute of Physics Publishing
DOI: 10.1088/1367-2630/aa6b38

Mitigating cascades in sandpile models: an immunization strategy for systemic risk?

Author(s): Antonio Scala, Vinko Zlatić, Guido Caldarelli, Gregorio D’Agostino
Published in: The European Physical Journal Special Topics, Issue 225/10, 2016, Page(s) 2017-2023, ISSN 1951-6355
Publisher: EDP Sciences
DOI: 10.1140/epjst/e2016-60001-7

Network reconstruction via density sampling

Author(s): Tiziano Squartini, Giulio Cimini, Andrea Gabrielli, Diego Garlaschelli
Published in: Applied Network Science, Issue 2/1, 2017, ISSN 2364-8228
Publisher: Springer
DOI: 10.1007/s41109-017-0021-8

Price dynamics, financial fragility and aggregate volatility

Author(s): Antoine Mandel, Simone Landini, Mauro Gallegati, Herbert Gintis
Published in: Journal of Economic Dynamics and Control, Issue 51, 2015, Page(s) 257-277, ISSN 0165-1889
Publisher: Elsevier BV
DOI: 10.1016/j.jedc.2014.11.001

On the emergence of scale-free production networks

Author(s): Stanislao Gualdi, Antoine Mandel
Published in: Journal of Economic Dynamics and Control, Issue 73, 2016, Page(s) 61-77, ISSN 0165-1889
Publisher: Elsevier BV
DOI: 10.1016/j.jedc.2016.09.012

Modeling confirmation bias and polarization

Author(s): Michela Del Vicario, Antonio Scala, Guido Caldarelli, H. Eugene Stanley, Walter Quattrociocchi
Published in: Scientific Reports, Issue 7/1, 2017, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/srep40391

Multiplexity and multireciprocity in directed multiplexes

Author(s): Valerio Gemmetto, Tiziano Squartini, Francesco Picciolo, Franco Ruzzenenti, Diego Garlaschelli
Published in: Physical Review E, Issue 94/4, 2016, ISSN 2470-0045
Publisher: American Physical Society
DOI: 10.1103/PhysRevE.94.042316

Physics of human cooperation: experimental evidence and theoretical models

Author(s): Angel Sánchez
Published in: Journal of Statistical Mechanics: Theory and Experiment, Issue 2018/2, 2018, Page(s) 024001, ISSN 1742-5468
Publisher: Institute of Physics
DOI: 10.1088/1742-5468/aaa388

Market stability vs. market resilience: Regulatory policies experiments in an agent-based model with low- and high-frequency trading

Author(s): Sandrine Jacob Leal, Mauro Napoletano
Published in: Journal of Economic Behavior & Organization, 2017, ISSN 0167-2681
Publisher: Elsevier BV
DOI: 10.1016/j.jebo.2017.04.013

Public financing of innovation: new questions

Author(s): Mariana Mazzucato, Gregor Semieniuk
Published in: Oxford Review of Economic Policy, Issue 33/1, 2017, Page(s) 24-48, ISSN 0266-903X
Publisher: Oxford University Press
DOI: 10.1093/oxrep/grw036

Pathways towards instability in financial networks

Author(s): Marco Bardoscia, Stefano Battiston, Fabio Caccioli, Guido Caldarelli
Published in: Nature Communications, Issue 8, 2017, Page(s) 14416, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/ncomms14416

Post Keynesian endogenous money theory: A theoretical and empirical investigation of the credit demand schedule

Author(s): Matteo Deleidi
Published in: Journal of Post Keynesian Economics, Issue 41/2, 2018, Page(s) 185-209, ISSN 0160-3477
Publisher: M.E. Sharpe Inc.
DOI: 10.1080/01603477.2017.1338967

Market procyclicality and systemic risk

Author(s): P. Tasca, S. Battiston
Published in: Quantitative Finance, Issue 16/8, 2016, Page(s) 1219-1235, ISSN 1469-7688
Publisher: Institute of Physics Publishing
DOI: 10.1080/14697688.2015.1123817

A climate stress-test of the financial system

Author(s): Stefano Battiston, Antoine Mandel, Irene Monasterolo, Franziska Schütze, Gabriele Visentin
Published in: Nature Climate Change, Issue 7/4, 2017, Page(s) 283-288, ISSN 1758-678X
Publisher: Nature Publishing Group
DOI: 10.1038/nclimate3255

Taming macroeconomic instability: Monetary and macro-prudential policy interactions in an agent-based model

Author(s): Lilit Popoyan, Mauro Napoletano, Andrea Roventini
Published in: Journal of Economic Behavior & Organization, Issue 134, 2017, Page(s) 117-140, ISSN 0167-2681
Publisher: Elsevier BV
DOI: 10.1016/j.jebo.2016.12.017

The emergence of altruism as a social norm

Author(s): María Pereda, Pablo Brañas-Garza, Ismael Rodríguez-Lara, Angel Sánchez
Published in: Scientific Reports, Issue 7/1, 2017, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-017-07712-9

Science vs Conspiracy: Collective Narratives in the Age of Misinformation

Author(s): Alessandro Bessi, Mauro Coletto, George Alexandru Davidescu, Antonio Scala, Guido Caldarelli, Walter Quattrociocchi
Published in: PLOS ONE, Issue 10/2, 2015, Page(s) e0118093, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0118093

Shadow money and the public money supply: the impact of the 2007–2009 financial crisis on the monetary system

Author(s): Steffen Murau
Published in: Review of International Political Economy, Issue 24/5, 2017, Page(s) 802-838, ISSN 0969-2290
Publisher: Routledge
DOI: 10.1080/09692290.2017.1325765

The changing value of the ‘green’ label on the US municipal bond market

Author(s): Andreas Karpf, Antoine Mandel
Published in: Nature Climate Change, Issue 8/2, 2018, Page(s) 161-165, ISSN 1758-678X
Publisher: Nature Publishing Group
DOI: 10.1038/s41558-017-0062-0

Strategic Influence in Social Networks

Author(s): Michel Grabisch, Antoine Mandel, Agnieszka Rusinowska, Emily Tanimura
Published in: Mathematics of Operations Research, Issue 43/1, 2018, Page(s) 29-50, ISSN 0364-765X
Publisher: Institute for Operations Research and the Management Sciences
DOI: 10.1287/moor.2017.0853

The Multiplex Network of EU Lobby Organizations

Author(s): An Zeng, Stefano Battiston
Published in: PLOS ONE, Issue 11/10, 2016, Page(s) e0158062, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0158062

Vulnerable yet relevant: the two dimensions of climate-related financial disclosure

Author(s): Irene Monasterolo, Stefano Battiston, Anthony C. Janetos, Zoey Zheng
Published in: Climatic Change, Issue 145/3-4, 2017, Page(s) 495-507, ISSN 0165-0009
Publisher: Reidel Pub. Co.
DOI: 10.1007/s10584-017-2095-9

Intergenerational cooperation within the household: A Public Goods game with three generations

Author(s): Molina, José Alberto; Ferrer, Alfredo; Giménez-Nadal, J. Ignacio; Gracia-Lazaro, Carlos; Moreno, Yamir; Sanchez, Angel
Published in: Review of Economics of the Household, 2018, ISSN 1569-5239
Publisher: Kluwer Academic Publishers

Towards agent-based integrated assessment models: examples, challenges, and future developments

Author(s): Francesco Lamperti, Antoine Mandel, Mauro Napoletano, Alessandro Sapio, Andrea Roventini, Tomas Balint, Igor Khorenzhenko
Published in: Regional Environmental Change, 2018, ISSN 1436-3798
Publisher: Springer Verlag
DOI: 10.1007/s10113-018-1287-9

The Role of Sustainable Investment in Climate Policy

Author(s): Franziska Schütze, Steffen Fürst, Jahel Mielke, Gesine Steudle, Sarah Wolf, Carlo Jaeger
Published in: Sustainability, Issue 9/12, 2017, Page(s) 2221, ISSN 2071-1050
Publisher: MDPI Open Access Publishing
DOI: 10.3390/su9122221

Uncertainty, Decision Science, and Policy Making: A Manifesto for a Research Agenda

Author(s): David Tuckett, Antoine Mandel, Diana Mangalagiu, Allen Abramson, Jochen Hinkel, Konstantinos Katsikopoulos, Alan Kirman, Thierry Malleret, Igor Mozetic, Paul Ormerod, Robert Elliot Smith, Tommaso Venturini, Angela Wilkinson
Published in: Critical Review, Issue 27/2, 2015, Page(s) 213-242, ISSN 0891-3811
Publisher: Libertarian Review Foundation
DOI: 10.1080/08913811.2015.1037078

Climate-finance and climate transition risk: an assessment of China’s overseas energy investments portfolio

Author(s): Monasterolo, I., Zengh Jiani, I., Battiston, S.
Published in: Journal of China and the World Economy, Forthcoming, 2018, ISSN 1749-124X
Publisher: Wiley Online

Price and Network Dynamics in the European Carbon Market

Author(s): Karpf, A., Mandel, A., Battiston, S.
Published in: J. Econ. Dyn. Control, Forthcoming, 2018, ISSN 0165-1889
Publisher: Elsevier BV

Sentiment of Emojis

Author(s): Petra Kralj Novak, Jasmina Smailović, Borut Sluban, Igor Mozetič
Published in: PLOS ONE, Issue 10/12, 2015, Page(s) e0144296, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0144296

Emotions and Strategic Behaviour: The Case of the Ultimatum Game

Author(s): Ignacio Tamarit, Angel Sánchez
Published in: PLOS ONE, Issue 11/7, 2016, Page(s) e0158733, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0158733

Entangling Credit and Funding Shocks in Interbank Markets

Author(s): Giulio Cimini, Matteo Serri
Published in: PLOS ONE, Issue 11/8, 2016, Page(s) e0161642, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0161642

Multilingual Twitter Sentiment Classification: The Role of Human Annotators

Author(s): Igor Mozetič, Miha Grčar, Jasmina Smailović
Published in: PLOS ONE, Issue 11/5, 2016, Page(s) e0155036, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0155036

Retweet networks of the European Parliament: evaluation of the community structure

Author(s): Darko Cherepnalkoski, Igor Mozetič
Published in: Applied Network Science, Issue 1/1, 2016, ISSN 2364-8228
Publisher: SpringerOpen
DOI: 10.1007/s41109-016-0001-4

The price of complexity in financial networks

Author(s): Stefano Battiston, Guido Caldarelli, Robert M. May, Tarik Roukny, Joseph E. Stiglitz
Published in: Proceedings of the National Academy of Sciences, Issue 113/36, 2016, Page(s) 10031-10036, ISSN 0027-8424
Publisher: National Academy of Sciences
DOI: 10.1073/pnas.1521573113

Humans display a reduced set of consistent behavioral phenotypes in dyadic games

Author(s): J. Poncela-Casasnovas, M. Gutierrez-Roig, C. Gracia-Lazaro, J. Vicens, J. Gomez-Gardenes, J. Perello, Y. Moreno, J. Duch, A. Sanchez
Published in: Science Advances, Issue 2/8, 2016, Page(s) e1600451-e1600451, ISSN 2375-2548
Publisher: AAAS
DOI: 10.1126/sciadv.1600451

From market fixing to market-creating: a new framework for innovation policy

Author(s): Mariana Mazzucato
Published in: Industry and Innovation, Issue 23/2, 2016, Page(s) 140-156, ISSN 1366-2716
Publisher: Carfax Publishing Ltd.
DOI: 10.1080/13662716.2016.1146124

Hierarchical mutual information for the comparison of hierarchical community structures in complex networks

Author(s): Juan Ignacio Perotti, Claudio Juan Tessone, Guido Caldarelli
Published in: Physical Review E, Issue 92/6, 2015, ISSN 1539-3755
Publisher: American Physical Society
DOI: 10.1103/PhysRevE.92.062825

Beyond market failures: the market creating and shaping roles of state investment banks

Author(s): Mariana Mazzucato, Caetano C.R. Penna
Published in: Journal of Economic Policy Reform, Issue 19/4, 2016, Page(s) 305-326, ISSN 1748-7870
Publisher: Routledge
DOI: 10.1080/17487870.2016.1216416

Sentiment leaning of influential communities in social networks

Author(s): Borut Sluban, Jasmina Smailović, Stefano Battiston, Igor Mozetič
Published in: Computational Social Networks, Issue 2/1, 2015, ISSN 2197-4314
Publisher: Springer
DOI: 10.1186/s40649-015-0016-5

Hyperbolicity measures democracy in real-world networks

Author(s): Michele Borassi, Alessandro Chessa, Guido Caldarelli
Published in: Physical Review E, Issue 92/3, 2015, ISSN 1539-3755
Publisher: American Physical Society
DOI: 10.1103/PhysRevE.92.032812

The spreading of misinformation online

Author(s): Michela Del Vicario, Alessandro Bessi, Fabiana Zollo, Fabio Petroni, Antonio Scala, Guido Caldarelli, H. Eugene Stanley, Walter Quattrociocchi
Published in: Proceedings of the National Academy of Sciences, Issue 113/3, 2016, Page(s) 554-559, ISSN 0027-8424
Publisher: National Academy of Sciences
DOI: 10.1073/pnas.1517441113

Distress Propagation in Complex Networks: The Case of Non-Linear DebtRank

Author(s): Marco Bardoscia, Fabio Caccioli, Juan Ignacio Perotti, Gianna Vivaldo, Guido Caldarelli
Published in: PLOS ONE, Issue 11/10, 2016, Page(s) e0163825, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0163825

Users Polarization on Facebook and Youtube

Author(s): Alessandro Bessi, Fabiana Zollo, Michela Del Vicario, Michelangelo Puliga, Antonio Scala, Guido Caldarelli, Brian Uzzi, Walter Quattrociocchi
Published in: PLOS ONE, Issue 11/8, 2016, Page(s) e0159641, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0159641

DebtRank: A Microscopic Foundation for Shock Propagation

Author(s): Marco Bardoscia, Stefano Battiston, Fabio Caccioli, Guido Caldarelli
Published in: PLOS ONE, Issue 10/6, 2015, Page(s) e0130406, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0130406

Which Industrial Policy Does Europe Need?

Author(s): Mariana Mazzucato, Mario Cimoli, Giovanni Dosi, Joseph E. Stiglitz, Michael A. Landesmann, Mario Pianta, Rainer Walz, Tim Page
Published in: Intereconomics, Issue 50/3, 2015, Page(s) 120-155, ISSN 0020-5346
Publisher: Verlag Weltarchiv
DOI: 10.1007/s10272-015-0535-1

Islanding the power grid on the transmission level: less connections for more security

Author(s): Mario Mureddu, Guido Caldarelli, Alfonso Damiano, Antonio Scala, Hildegard Meyer-Ortmanns
Published in: Scientific Reports, Issue 6, 2016, Page(s) 34797, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/srep34797

Trend of Narratives in the Age of Misinformation

Author(s): Alessandro Bessi, Fabiana Zollo, Michela Del Vicario, Antonio Scala, Guido Caldarelli, Walter Quattrociocchi
Published in: PLOS ONE, Issue 10/8, 2015, Page(s) e0134641, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0134641

Cascades in interdependent flow networks

Author(s): Antonio Scala, Pier Giorgio De Sanctis Lucentini, Guido Caldarelli, Gregorio D’Agostino
Published in: Physica D: Nonlinear Phenomena, Issue 323-324, 2016, Page(s) 35-39, ISSN 0167-2789
Publisher: Elsevier BV
DOI: 10.1016/j.physd.2015.10.010

Green Power Grids: How Energy from Renewable Sources Affects Networks and Markets

Author(s): Mario Mureddu, Guido Caldarelli, Alessandro Chessa, Antonio Scala, Alfonso Damiano
Published in: PLOS ONE, Issue 10/9, 2015, Page(s) e0135312, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0135312

The Effects of Twitter Sentiment on Stock Price Returns

Author(s): Gabriele Ranco, Darko Aleksovski, Guido Caldarelli, Miha Grčar, Igor Mozetič
Published in: PLOS ONE, Issue 10/9, 2015, Page(s) e0138441, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0138441

Concurrent enhancement of percolation and synchronization in adaptive networks

Author(s): Young-Ho Eom, Stefano Boccaletti, Guido Caldarelli
Published in: Scientific Reports, Issue 6, 2016, Page(s) 27111, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/srep27111

Twitter-Based Analysis of the Dynamics of Collective Attention to Political Parties

Author(s): Young-Ho Eom, Michelangelo Puliga, Jasmina Smailović, Igor Mozetič, Guido Caldarelli
Published in: PLOS ONE, Issue 10/7, 2015, Page(s) e0131184, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0131184

Emotional Dynamics in the Age of Misinformation

Author(s): Fabiana Zollo, Petra Kralj Novak, Michela Del Vicario, Alessandro Bessi, Igor Mozetič, Antonio Scala, Guido Caldarelli, Walter Quattrociocchi
Published in: PLOS ONE, Issue 10/9, 2015, Page(s) e0138740, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0138740

Decentralized Pricing and the equivalence between Nash and Walrasian equilibrium

Author(s): Antoine Mandel, Herbert Gintis
Published in: Journal of Mathematical Economics, Issue 63, 2016, Page(s) 84-92, ISSN 0304-4068
Publisher: Elsevier BV
DOI: 10.1016/j.jmateco.2015.12.008

Structural Patterns of the Occupy Movement on Facebook

Author(s): Michela Del Vicario, Qian Zhang, Alessandro Bessi, Guido Caldarelli, Fabiana Zollo
Published in: Complex Networks & Their Applications V: Proceedings of the 5th International Workshop on Complex Networks and their Applications, 2017, Page(s) 595-606
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-50901-3_47

Temporal Multi-layer Network Construction from Major News Events

Author(s): Borut Sluban, Miha Grčar, Igor Mozetič
Published in: Complex Networks VII, 2016, Page(s) 29-41, ISBN 978-3-319-30569-1
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-30569-1_3

Proceedings of ECCS 2014

Author(s): Stefano Battiston, Francesco De Pellegrini, Guido Caldarelli, Emanuela Merelli
Published in: Springer Proceedings in Complexity, 2016, ISBN 978-3-319-29228-1
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-29228-1

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