Deliverables
Development of computational models for opinion dynamics on structured conceptual spaces and investigation of their mathematical properties.
Blue Book (II)Blue book with Penelope design specification.
Blue Book (I)Blue book with Penelope design specification.
User Community Formation (II)Report on progress in user community formation
The geometry of political discourseThis deliverable will provide the mathematical framework to describe political spaces as conceptual spaces.
Position Paper„Reflections on Europe's cultural conflicts --- An interdisciplinary dialogue on new methods and new data“. A position paper to introduce Odycceus’ approach to current conflicts and to prepares the case studies workshop (Milestone 7).
Emergences of communication bubblesWe develop and analyse models for the coevolution of opinions and interaction communities to understand processes through which having different opinions results in different interaction patterns, and vice versa. The main deliverable is to understand feedback mechanisms between diverging views and communication group segregation that nurture further polarization.
Algorithms for extraction of signed social network from textual dataThis algorithm will extract from a textual corpus a dynamic social network between actors whose views are represented as a positive or negative tie, from which communities can be discovered and further described. This method will lay as foundation for further analyses on the structural dynamics of opinion interaction.
Model validationWe perform and report on model validation and prediction experiments on different case studies and topics emerging during the project period The main deliverable will be a critical discussion of the contribution models developed in this work package provide regarding our scientific understanding of opinion dynamics
User community formation (I)Report on progress in user community formation.
Uncertainty and socio-technical changeThis deliverable will strengthen the epistemological foundations of the project by making use of recent developments in modelling the uncertainty in socio-technical systems, therewith shedding light on its knowledge claims.
Precision language processingOverview of computational linguistics tools based on construction grammar, evaluation of their performance with respect to efficiency, accuracy and scope. Report on adequacy of machine learning tools employed for learning language models.
Green Book (III)Green book with Penelope evaluation
Opinion FacilitatorReport on Opinion Facilitator design evaluation and user uptake
Games, language and cultureWe will bring the ample evidence from social psychology and anthropology about categorical reasoning to bear on the formalism of game theory. The main deliverable is a critical game-theoretical survey of antecedents and connections for the modelling and study of language and cultural communication.
Dynamics of representations in gamesWe will develop formal game-theoretic tools to describe and analyse how people with misaligned cultural mindsets redefine their interactive actions in face of emergent evidence. The main deliverable is a theoretical foundation for studying the evolution of opinions and behaviour after unexpected occurrences alert agents that the predictive value of their current models is unwarranted.
Case studiesA volume that showcases the concepts tools and methods developed in the project and provides a substantive contribution to the understanding of different cultural conflicts within Europe
Green Book (I)Green book with Penelope evaluation
Statistical inference of political spacesStatistical inference of political spaces. This deliverable will provide first results on the statistical inference of the latent dimensions underlying differences in political positions from texts.
Projective games"Taking into account (partial) representations leads to recognize that a same ""native"" game can generate different perceived games with different equilibria and can lead to systematic misinterpretation of the intentions underlying others’ actions. We develop formal tools to model games in which agents have limited representations (projective games) and analyse the equilibria arising from different representations in such games. We provide theoretical concepts and tools to analyse basic properties of cultures as stable distributions of representations."
Social and spatial interaction modelsThe flow of news produced by media or individuals located in a given place about conflicts located in another place can be explained in the majority of cases by variables related to continuous measure of proximity, and network structure. Modelling these effects is crucial in order to filter the banal part of flows - related to general rules - and the specific effect of singular conflicts or event - revealed by positive and negative residuals. The deliverable will consist in a technical report on the use of spatial and social interaction model for the filtering of conflicts in news of flows. It will be associated to a set of programs and a selection of datasets for examples, that could take the form of a package in an open source language like R.
Blue Book (IV)Blue book with Penelope design specification
The international geomedia agendaThis deliverable will provide conceptual grounds for the analysis of opinions about international conflicts in the media, crossing the perspectives of quantitative geography and media studies.
Micro-foundation for models of opinion dynamicsMicro-foundation for models of opinion dynamics. Using lab, online and field experiments we will gain empirical understanding of the inter personal mechanisms of conceptual negotiation and opinion exchange to assess the plausibility of model assumptions and develop better, socio-psychologically rooted models.
Multidimensional and multilevel analysis of interactions in social systemsIn this research report, we will develop aggregation algorithms to study the graph topology and the dynamics of interactions at several scales in social systems. Such methods will allow the analysis of community structures in social media, as well as the multiscale representation of international conflicts in mass media.
The impact of new social mediaThis deliverable will describe how the systemic logic of social media and the underlying technology including the one produced by the project will affect the arenas in which conflict and opinion dynamics play out
Green Book (II)Green book with Penelope evaluation
Blue Book (III)Blue book with Penelope design specification.
Opinion ObservatoryReport on Opinion Observatory design evaluation and user uptake
The data management plan describes in detail the data to be collected and analysed (seed sets), the methods and protocols to be applied (query design), the sharing policy (Github) as well as the curation and preservation.
Website and social network profiles are up and running.
Global Systems: Art and ScienceCatalogue for the exhibition Global Systems
Publications
Author(s):
Anna Keuchenius, Petter Törnberg and Justus Uitermark
Published in:
Preprint, 2021
Publisher:
Researchgate
Author(s):
Willaert, Tom; Banisch, Sven; Van Eecke, Paul; Beuls, Katrien
Published in:
Preprint, 2019
Publisher:
ArXiv
Author(s):
Santagiustina, Carlo; Warglien, Massimo
Published in:
Preprint, Issue 1, 2021
Publisher:
arXiv.org
Author(s):
Petter Törnberg
Published in:
Preprint, 2021
Publisher:
Researchgate
DOI:
10.13140/rg.2.2.22430.59209
Author(s):
Banisch, Sven; Gaisbauer, Felix; Olbrich, Eckehard
Published in:
Preprint, 2020
Publisher:
arXiv.org
Author(s):
Robert Gibbons and Marco LiCalzi and Massimo Warglien
Published in:
Preprint, 2017
Publisher:
University Ca' Foscari
Author(s):
Sven Banisch, Hawal Shamon
Published in:
Preprint, 2021
Publisher:
Researchgate
Author(s):
Eckehard Olbrich, Sven Banisch
Published in:
Preprint, 2021
Publisher:
arXiv.org
Author(s):
Petter Törnberg, Letizia Chiappini
Published in:
Environment and Planning A: Economy and Space, Issue 52/3, 2020, Page(s) 553-572, ISSN 0308-518X
Publisher:
Pion Ltd.
DOI:
10.1177/0308518x19886321
Author(s):
Felix Gaisbauer, Armin Pournaki, Sven Banisch, Eckehard Olbrich
Published in:
PLOS ONE, Issue 16/3, 2021, Page(s) e0249241, ISSN 1932-6203
Publisher:
Public Library of Science
DOI:
10.1371/journal.pone.0249241
Author(s):
Hong-Lan Botterman, Robin Lamarche-Perrin
Published in:
Computational Social Networks, Issue 8/1, 2021, ISSN 2197-4314
Publisher:
Springer
DOI:
10.1186/s40649-020-00083-8
Author(s):
Richard Rogers
Published in:
Frontiers in Big Data, Issue 4, 2021, ISSN 2624-909X
Publisher:
Frontiers Media
DOI:
10.3389/fdata.2021.689036
Author(s):
Anna Keuchenius, Liza Mügge
Published in:
The British Journal of Sociology, Issue 72/2, 2021, Page(s) 360-378, ISSN 0007-1315
Publisher:
Blackwell Publishing Inc.
DOI:
10.1111/1468-4446.12816
Author(s):
Livia van Vliet
Published in:
Frontiers in Big Data, Issue 4, 2021, ISSN 2624-909X
Publisher:
Frontiers Media
DOI:
10.3389/fdata.2021.699653
Author(s):
Tom Willaert, Paul Van Eecke, Katrien Beuls, Luc Steels
Published in:
Social Media + Society, Issue 6/2, 2020, Page(s) 205630511989877, ISSN 2056-3051
Publisher:
Sage Publishing
DOI:
10.1177/2056305119898778
Author(s):
Anna Keuchenius, Petter Törnberg, Justus Uitermark
Published in:
Social Networks, Issue 66, 2021, Page(s) 10-25, ISSN 0378-8733
Publisher:
Elsevier BV
DOI:
10.1016/j.socnet.2021.01.001
Author(s):
Pedro Ramaciotti Morales, Robin Lamarche-Perrin, Raphaël Fournier-S'niehotta, Rémy Poulain, Lionel Tabourier, Fabien Tarissan
Published in:
Theoretical Computer Science, Issue 859, 2021, Page(s) 80-115, ISSN 0304-3975
Publisher:
Elsevier BV
DOI:
10.1016/j.tcs.2021.01.013
Author(s):
Anna Keuchenius; Petter Törnberg; Justus Uitermark
Published in:
PLoS ONE, Issue 9, 2021, ISSN 1932-6203
Publisher:
Public Library of Science
DOI:
10.1371/journal.pone.0256696
Author(s):
Dwight Read, Claes Andersson
Published in:
Adaptive Behavior, Issue 28/5, 2020, Page(s) 329-358, ISSN 1059-7123
Publisher:
SAGE Publications
DOI:
10.1177/1059712318822298
Author(s):
Petter Törnberg, Anton Törnberg
Published in:
Big Data & Society, Issue 5/2, 2018, Page(s) 205395171881184, ISSN 2053-9517
Publisher:
Sage Publishing
DOI:
10.1177/2053951718811843
Author(s):
Robert Gibbons, Marco LiCalzi, Massimo Warglien
Published in:
Strategy Science, Issue 6/2, 2021, Page(s) 124-140, ISSN 2333-2050
Publisher:
informs
DOI:
10.1287/stsc.2020.0120
Author(s):
Stijn Peeters; Marc Tuters; Tom Willaert; Daniël de Zeeuw
Published in:
Frontiers in Big Data, Vol 4 (2021), Issue 8, 2021, ISSN 2624-909X
Publisher:
Frontiers Media SA
DOI:
10.3389/fdata.2021.718368
Author(s):
John D. Boy, Justus Uitermark
Published in:
Social Media + Society, Issue 6/3, 2020, Page(s) 205630512094069, ISSN 2056-3051
Publisher:
Sage
DOI:
10.1177/2056305120940698
Author(s):
Sven Banisch, Eckehard Olbrich
Published in:
Journal of Artificial Societies and Social Simulation, Issue 24/1, 2021, ISSN 1460-7425
Publisher:
University of Surrey
DOI:
10.18564/jasss.4434
Author(s):
Marc Tuters, Sal Hagen
Published in:
New Media & Society, Issue 22/12, 2020, Page(s) 2218-2237, ISSN 1461-4448
Publisher:
SAGE Publications
DOI:
10.1177/1461444819888746
Author(s):
Laura Savolainen, Justus Uitermark, John D. Boy
Published in:
New Media & Society, 2020, Page(s) 146144482096007, ISSN 1461-4448
Publisher:
SAGE Publications
DOI:
10.1177/1461444820960074
Author(s):
Katrien Beuls, Paul Van Eecke, Vanja Sophie Cangalovic
Published in:
Linguistics Vanguard, Issue 7/1, 2021, ISSN 2199-174X
Publisher:
De Gruyter Mouton
DOI:
10.1515/lingvan-2018-0015
Author(s):
Jens Nevens, Paul Van Eecke, Katrien Beuls
Published in:
Frontiers in Robotics and AI, Issue 7, 2020, ISSN 2296-9144
Publisher:
Frontiers Media SA
DOI:
10.3389/frobt.2020.00084
Author(s):
Richard Rogers
Published in:
Internet Histories, Issue 1/1-2, 2017, Page(s) 160-172, ISSN 2470-1475
Publisher:
Routledge
DOI:
10.1080/24701475.2017.1307542
Author(s):
S. Banisch, E. Olbrich
Published in:
The Journal of Mathematical Sociology, 2018, Page(s) 1-28, ISSN 0022-250X
Publisher:
Taylor & Francis
DOI:
10.1080/0022250X.2018.1517761
Author(s):
Claes Andersson, Petter Törnberg
Published in:
Futures, Issue 95, 2017, Page(s) 118-138, ISSN 0016-3287
Publisher:
Elsevier BV
DOI:
10.1016/j.futures.2017.11.001
Author(s):
Richard Rogers
Published in:
International Journal of Communication, Issue 12, 2018, Page(s) 450-872, ISSN 1932-8036
Publisher:
USC Annenberg School for Communication & Journalism
Author(s):
Matthieu Latapy, Tiphaine Viard, Clémence Magnien
Published in:
Social Network Analysis and Mining, Issue 8/1, 2018, ISSN 1869-5450
Publisher:
Springer
DOI:
10.1007/s13278-018-0537-7
Author(s):
Paul Van Eecke, Katrien Beuls
Published in:
Zeitschrift für Anglistik und Amerikanistik, Issue 66/3, 2018, Page(s) 341-355, ISSN 0044-2305
Publisher:
VEB Verlag Enzyklopadie
DOI:
10.1515/zaa-2018-0029
Author(s):
Marco LiCalzi, Roland Mühlenbernd
Published in:
Games, Issue 10/1, 2019, Page(s) 5, ISSN 2073-4336
Publisher:
Multidisciplinary Digital Publishing Institute (MDPI)
DOI:
10.3390/g10010005
Author(s):
Claude Grasland
Published in:
International Communication Gazette, 2019, Page(s) 174804851882509, ISSN 1748-0485
Publisher:
SAGE Publications
DOI:
10.1177/1748048518825091
Author(s):
Claes Andersson, Petter Törnberg
Published in:
Biological Theory, Issue 14/2, 2019, Page(s) 86-102, ISSN 1555-5542
Publisher:
Springer
DOI:
10.1007/s13752-018-0313-y
Author(s):
Lorenzo Bastianello, Marco LiCalzi
Published in:
Econometrica, Issue 87/3, 2019, Page(s) 837-865, ISSN 0012-9682
Publisher:
Blackwell Publishing Inc.
DOI:
10.3982/ecta13673
Author(s):
Marwan Ghanem, Clemence Magnien, Fabien Tarissan
Published in:
IEEE Transactions on Network Science and Engineering, 2018, Page(s) 1-1, ISSN 2327-4697
Publisher:
IEEE Computer Society
DOI:
10.1109/TNSE.2018.2880344
Author(s):
Alberto Romele, Marta Severo, Paolo Furia
Published in:
AI & SOCIETY, 2018, ISSN 0951-5666
Publisher:
Springer Verlag
DOI:
10.1007/s00146-018-0856-2
Author(s):
Robin Lamarche-Perrin
Published in:
Theoretical Computer Science, 2018, ISSN 0304-3975
Publisher:
Elsevier BV
DOI:
10.1016/j.tcs.2018.12.009
Author(s):
Natalia Sánchez-Querubín, Richard Rogers
Published in:
Social Media + Society, Issue 4/1, 2018, Page(s) 205630511876442, ISSN 2056-3051
Publisher:
Sage Publications
DOI:
10.1177/2056305118764427
Author(s):
Petter Törnberg
Published in:
PLOS ONE, Issue 13/9, 2018, Page(s) e0203958, ISSN 1932-6203
Publisher:
Public Library of Science
DOI:
10.1371/journal.pone.0203958
Author(s):
Petter Törnberg
Published in:
Review of Social Economy, Issue 76/4, 2018, Page(s) 509-534, ISSN 0034-6764
Publisher:
Routledge
DOI:
10.1080/00346764.2018.1480796
Author(s):
Marta Severo, Robin Lamarche-Perrin
Published in:
Revue française de sociologie, Issue 59/3, 2018, Page(s) 507, ISSN 0035-2969
Publisher:
Editions Ophrys
DOI:
10.3917/rfs.593.0507
Author(s):
Livia van Vliet, Petter Törnberg, Justus Uitermark
Published in:
International Journal of Communication, Issue 15, 2021, Page(s) 2156-2176, ISSN 1932-8036
Publisher:
USC Annenberg School for Communication & Journalism
Author(s):
Tom Willaert, Paul Van Eecke, Jeroen Van Soest, Katrien Beuls
Published in:
Frontiers in Big Data, Issue 4, 2021, ISSN 2624-909X
Publisher:
Frontiers Media
DOI:
10.3389/fdata.2021.695667
Author(s):
Petter Törnberg, Justus Uitermark
Published in:
Frontiers in Sustainable Cities, Issue 2, 2020, ISSN 2624-9634
Publisher:
Frontiers media
DOI:
10.3389/frsc.2020.00006
Author(s):
Richard Rogers
Published in:
PArtecipazione e COnflitto, Issue 11|2, 2018, Page(s) 557-570, ISSN 1972-7623
Publisher:
University of Salento
DOI:
10.1285/i20356609v11i2p557
Author(s):
Richard Rogers
Published in:
European Journal of Communication, Issue 35/3, 2020, Page(s) 213-229, ISSN 0267-3231
Publisher:
SAGE Publications
DOI:
10.1177/0267323120922066
Author(s):
Armin Pournaki, Felix Gaisbauer, Sven Banisch, Eckehard Olbrich
Published in:
Journal of Digital Social Research, Issue 3/1, 2021, ISSN 2003-1998
Publisher:
DIGSUM
DOI:
10.33621/jdsr.v3i1.64
Author(s):
Petter Törnberg; Claes Andersson; Kristian Lindgren; Sven Banisch
Published in:
PLoS ONE, Vol 16, Iss 10, p e0258259 (2021), Issue 8, 2021, ISSN 1932-6203
Publisher:
Public Library of Science
DOI:
10.1371/journal.pone.0258259
Author(s):
Felix Gaisbauer, Eckehard Olbrich, Sven Banisch
Published in:
Physical Review E, Issue 102/4, 2020, ISSN 2470-0045
Publisher:
APS
DOI:
10.1103/physreve.102.042303
Author(s):
Özgecan Koçak, Massimo Warglien
Published in:
Journal of Organization Design, Issue 9/1, 2020, ISSN 2245-408X
Publisher:
Springer
DOI:
10.1186/s41469-020-00078-9
Author(s):
Livia van Vliet, Petter Törnberg, Justus Uitermark
Published in:
PLOS ONE, Issue 15/9, 2020, Page(s) e0237073, ISSN 1932-6203
Publisher:
Public Library of Science
DOI:
10.1371/journal.pone.0237073
Author(s):
Audrey Wilmet, Tiphaine Viard, Matthieu Latapy, Robin Lamarche-Perrin
Published in:
Computer Networks, Issue 161, 2019, Page(s) 197-209, ISSN 1389-1286
Publisher:
Elsevier BV
DOI:
10.1016/j.comnet.2019.07.002
Author(s):
Tom Willaert, Paul Van Eecke, Jeroen Van Soest, Katrien Beuls
Published in:
Computational Communication Research, Issue 3/1, 2021, Page(s) 117-132, ISSN 2665-9085
Publisher:
Amsterdam University Press
DOI:
10.5117/ccr2021.1.005.will
Author(s):
Arsenii Rasov, Ilya Obabkov, Eckehard Olbrich, Ivan Yamshchikov
Published in:
Proceedings of the 5th International Conference on Complexity, Future Information Systems and Risk, 2020, Page(s) 149-154, ISBN 978-989-758-427-5
Publisher:
SCITEPRESS - Science and Technology Publications
DOI:
10.5220/0009792101490154
Author(s):
Rocco Tripodi, Massimo Warglien, Simon Levis Sullam, Deborah Paci
Published in:
Proceedings of the 1st International Workshop on Computational Approaches to Historical Language Change, 2019, Page(s) 115-125
Publisher:
Association for Computational Linguistics
DOI:
10.18653/v1/w19-4715
Author(s):
Rocco Tripodi, Roberto Navigli
Published in:
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 2019, Page(s) 88-99
Publisher:
Association for Computational Linguistics
DOI:
10.18653/v1/d19-1009
Author(s):
Jens Nevens; Paul Van Eecke; Katrien Beuls
Published in:
'Language Learning for Artificial Agents (L2A2) Symposium' of the 2019 Artificial Intelligence and Simulation of Behaviour (AISB) Convention, 2019
Publisher:
AISB 2019
Author(s):
Audrey Wilmet, Tiphaine Viard, Matthieu Latapy, Robin Lamarche-Perrin
Published in:
2018 Network Traffic Measurement and Analysis Conference (TMA), 2018, Page(s) 1-8, ISBN 978-3-903176-09-6
Publisher:
IEEE
DOI:
10.23919/tma.2018.8506575
Author(s):
Ivan P. Yamshchikov, Sharwin Rezagholi
Published in:
Proceedings of the 3rd International Conference on Complexity, Future Information Systems and Risk, 2018, Page(s) 113-119, ISBN 978-989-758-297-4
Publisher:
SCITEPRESS - Science and Technology Publications
DOI:
10.5220/0006761601130119
Author(s):
Audrey Wilmet, Robin Lamarche-Perrin
Published in:
Complex Networks X - Proceedings of the 10th Conference on Complex Networks CompleNet 2019, 2019, Page(s) 147-155, ISBN 978-3-030-14458-6
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-030-14459-3_12
Author(s):
Hong-Lan Botterman, Robin Lamarche-Perrin
Published in:
Complex Networks X - Proceedings of the 10th Conference on Complex Networks CompleNet 2019, 2019, Page(s) 97-109, ISBN 978-3-030-14458-6
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-030-14459-3_8
Author(s):
Matthieu Latapy, Clémence Magnien, Tiphaine Viard
Published in:
Temporal Network Theory, 2019, Page(s) 49-64, ISBN 978-3-030-23494-2
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-030-23495-9_3
Author(s):
Richard Rogers
Published in:
2017, Page(s) 75-94, ISBN 9789462981362
Publisher:
Amsterdam University Press
DOI:
10.5117/9789462981362
Author(s):
Marta Severo, Laurent Beauguitte
Published in:
Quantitative Semiotic Analysis, 2018, Page(s) 171-189, ISBN 978-3-319-61592-9
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-319-61593-6_9
Author(s):
Steels, Luc; Sartoris, Costanza
Published in:
2021
Publisher:
Science Gallery, Venice
DOI:
10.5281/zenodo.4739305
Author(s):
Petter Törnberg
Published in:
2017
Publisher:
Chalmers University of Technology
Author(s):
Matteo Iacopini, Carlo Romano Marcello Alessandro Santagiustina
Published in:
SSRN Electronic Journal, 2021, ISSN 1556-5068
Publisher:
Elsevier
DOI:
10.2139/ssrn.3754875
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