Publications

The law of proportionate growth and its siblings: Applications in agent-based modeling of socio-economic systems

[2020]
Schweitzer, Frank

Complexity, Heterogeneity, and the Methods of Statistical Physics in Economics

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Data-driven modeling of group formation in the fission-fusion dynamics of Bechstein's bats

[2019]
Perony, Nicolas; Kerth, Gerald; Schweitzer, Frank

Journal of the Royal Society Interface, pages: (submitted)

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Quantifying individual influence in leading-following behavior of Bechstein's bats

[2019]
Mavrodiev, Pavlin; Fleischmann, Daniela; Kerth, Gerald; Schweitzer, Frank

Proceedings of the Royal Society B, pages: (submitted)

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Data-driven modeling of leading-following behavior in Bechstein's bats

[2019]
Mavrodiev, Pavlin; Fleischmann, Daniela; Kerth, Gerald; Schweitzer, Frank

PLOS Computational Biology, pages: (submitted)

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Probing the robustness of nested multi-layer networks

[2019]
Casiraghi, Giona; Garas, Antonios; Schweitzer, Frank
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Control contribution identifies top driver nodes in complex networks

[2019]
Zhang, Yan; Garas, Antonios; Schweitzer, Frank

ACS-Advances in Complex Systems, pages: zz-zz, volume: 22, number: 7-8

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Improving the robustness of online social networks: A simulation approach of network interventions

[2019]
Casiraghi, Giona; Schweitzer, Frank
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A Gaussian Process-based Self-Organizing Incremental Neural Network

[2019]
Wang, X.; Casiraghi, Giona; Zhang, Yan; Imura, J.

2019 International Joint Conference on Neural Networks (IJCNN), pages: 1-8

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Citations Driven by Social Connections? A Multi-Layer Representation of Coauthorship Networks

[2019]
Nanumyan, Vahan; Zingg, Christian; Schweitzer, Frank

arXiv:1909.13507

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International crop trade networks: The impact of shocks and cascades

[2019]
Burkholz, Rebekka; Schweitzer, Frank

Environmental Research Letters, pages: 114013, volume: 14

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Modeling User Reputation in Online Social Networks: The Role of Costs, Benefits, and Reciprocity

[2019]
Schweitzer, Frank; Mavrodiev, Pavlin; Seufert, A. M.; Garcia, David
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How emotions drive opinion polarization: An agent-based model

[2019]
Schweitzer, Frank; Krivachy, Tamas; Garcia, David
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Predicting Network Events to Assess Goodness of Fit of Relational Event Models

[2019]
Brandenberger, Laurence

Political Analysis, pages: 1-16, volume: Online First

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What is the Entropy of a Social Organization?

[2019]
Zingg, Christian; Casiraghi, Giona; Vaccario, Giacomo; Schweitzer, Frank

Entropy, volume: 901, number: 21

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The Mobility Network of Scientists: Analyzing Temporal Correlations in Scientific Careers

[2019]
Vaccario, Giacomo; Verginer, Luca; Schweitzer, Frank
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Quantifying Triadic Closure in Multi-Edge Social Networks

[2019]
Brandenberger, Laurence; Casiraghi, Giona; Nanumyan, Vahan; Schweitzer, Frank

ASONAM '19

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git2net - An Open Source Package to Mine Time-Stamped Collaboration Networks from Large git Repositories

[2019]
Schweitzer, Frank; Gote, Christoph; Scholtes, Ingo

Proceedings of the 16th International Conference on Mining Software Repositories, pages: 433-444

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Efficient message passing for cascade size distributions

[2019]
Burkholz, Rebekka

Scientific Reports

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The interdependence of corporate reputation and ownership: A network approach to quantify reputation

[2019]
Zhang, Dr. Yan; Schweitzer, Frank

Royal Society Open Science, pages: 190570, volume: 6

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The Bigger Picture: Complexity Meets Systems Design

[2019]
Schweitzer, Frank

Design. Tales of Science and Innovation

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An agent-based framework of active matter with applications in biological and social systems

[2019]
Schweitzer, Frank

European Journal of Physics, volume: 40, number: 1

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Economic Specialization and the Nested Bipartite Network of City-Firm Relations

[2019]
Garas, Antonios; Rozenblat, C'eline; Schweitzer, Frank

Multiplex and Multilevel Networks

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Reproducing scientists' mobility: A data-driven model

[2018]
Vaccario, Giacomo; Luca, Verginer; Schweitzer, Frank

arXiv:1811.07229

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Physikalische Aspekte der Evolutorischen Ökonomik

[2018]
Schweitzer, Frank

Handbuch zur Evolutorischen Ökonomik

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Analytical Formulation of the Block-Constrained Configuration Model

[2018]
Casiraghi, Giona
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Generalised hypergeometric ensembles of random graphs: The configuration model as an urn problem

[2018]
Casiraghi, Giona; Nanumyan, Vahan

arXiv:1810.06495

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The optimal trajectory to control complex networks

[2018]
Li, Aming; Wang, Long; Schweitzer, Frank

arXiv: 1806.04229v1, pages: 1-- 15

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Explicit size distributions of failure cascades redefine systemic risk on finite networks

[2018]
Burkholz, Rebekka; Herrmann, H. J.; Schweitzer, Frank

Scientific Reports, pages: 1--8

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Sociophysics

[2018]
Schweitzer, Frank

Physics Today, pages: 40-46, volume: 71, number: 2

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Quantifying knowledge exchange in R&D networks: A data-driven model

[2018]
Vaccario, Giacomo; Tomasello, Mario Vincenzo; Tessone, Claudio Juan; Schweitzer, Frank

Journal of Evolutionary Economics, pages: 461-493, volume: 28, number: 3

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Correlations between thresholds and degrees: An analytic approach to model attacks and failure cascades

[2018]
Burkholz, Rebekka; Schweitzer, Frank

Phys. Rev. E, volume: 98, number: 2

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A framework for cascade size calculations on random networks

[2018]
Burkholz, Rebekka; Schweitzer, Frank

Physical Review E, volume: 97, number: 4

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The spatial component of R&D networks

[2018]
Scholl, Tobias; Garas, Antonios; Schweitzer, Frank

Journal of Evolutionary Economics, pages: 417-436, volume: 28, number: 2

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Innovator Networks

[2018]
Tomasello, Mario Vincenzo; Mueller, Moritz; Schweitzer, Frank

Encyclopedia of Social Network Analysis and Mining

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Evaluative Patterns and Incentives in YouTube

[2017]
Abisheva, Adiya; Garcia, David; Schweitzer, Frank

Social Informatics

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Modeling the formation of R&D alliances: An agent-based model with empirical validation

[2017]
Tomasello, Mario Vincenzo; Burkholz, Rebekka; Schweitzer, Frank

Economics, number: 2017-107

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Limits to Scaling – and How to Move beyond Them

[2017]
Schweitzer, Frank

Too Big to Scale-On Scaling Space, Number, Time and Energy

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The role of consumer networks in firms’ multi-characteristics competition and market-share inequality

[2017]
Garas, Antonios; Lapatinas, Athanasios

Structural Change and Economic Dynamics, pages: 76-86, volume: 43

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Leaking privacy and shadow profiles in online social networks

[2017]
Garcia, David

Science Advances, volume: 3, number: 8

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From Relational Data to Graphs: Inferring Significant Links Using Generalized Hypergeometric Ensembles

[2017]
Casiraghi, Giona; Nanumyan, Vahan; Scholtes, Ingo; Schweitzer, Frank

SocInfo 2017, pages: 111--120

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Data-driven modeling of collaboration networks: A cross-domain analysis

[2017]
Tomasello, Mario Vincenzo; Vaccario, Giacomo; Schweitzer, Frank

EPJ Data Sci., pages: 22, volume: 6

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Quantifying and suppressing ranking bias in a large citation network

[2017]
Vaccario, Giacomo; Medo, Matus; Wider, Nicolas; Mariani, Manuel S.

Journal of Informetrics, pages: 766-782, volume: 11, number: 3

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Controllability of temporal networks: An analysis using higher-order networks

[2017]
Zhang, Yan; Garas, Antonios; Scholtes, Ingo

arXiv:1701.06331

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When is a Network a Network? Multi-Order Graphical Model Selection in Pathways and Temporal Networks

[2017]
Scholtes, Ingo

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, Nova Scotia, Canada

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Multiplex Network Regression: How do relations drive interactions?

[2017]
Casiraghi, Giona

arXiv e-print, pages: 1-- 17

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Quantifying the effect of editor-author relations on manuscript handling times

[2017]
Sarigol, Emre; Garcia, David; Scholtes, Ingo; Schweitzer, Frank

Scientometrics, pages: 609–631, volume: 113, number: 1

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Agent-Based Simulations of Emotional Dialogs in the Online Social Network MySpace

[2017]
Tadic, Bosiljka; Suvakov, Milovan; Garcia, David; Schweitzer, Frank

Cyberemotions: Collective Emotions in Cyberspace

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An Agent-Based Modeling Framework for Online Collective Emotions

[2017]
Garcia, David; Garas, Antonios; Schweitzer, Frank

Cyberemotions: Collective Emotions in Cyberspace

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Zooming in: Studying Collective Emotions with Interactive Affective Systems

[2017]
Skowron, Marcin; Rank, Stefan; Garcia, David; Hoyst, Janusz A.

Cyberemotions: Collective Emotions in Cyberspace

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Understanding Popularity, Reputation, and Social Influence in the Twitter Society

[2017]
Garcia, David; Mavrodiev, Pavlin; Casati, Daniele; Schweitzer, Frank

Policy & Internet

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The Rise and Fall of R&D Networks

[2017]
Tomasello, Mario Vincenzo; Napoletano, Mauro; Garas, Antonios; Schweitzer, Frank

ICC - Industrial and Corporate Change, pages: 617-646, volume: 26, number: 4

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Newcomers vs. incumbents: How firms select their partners for R&D collaborations

[2017]
Garas, Antonios; Tomasello, Mario Vincenzo; Schweitzer, Frank

arXiv:1403.3298

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The relation between migration and FDI in the OECD from a complex network perspective

[2016]
Garas, Antonios; Lapatinas, Athanasios; Poulios, Konstantinos

Advances in Complex Systems, pages: 1650009

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Anticipated Shocks in Online Activity: Response Functions of Attention and Word-of-mouth Processes

[2016]
Stommel, Sebastian; Garcia, David; Abisheva, Adiya; Schweitzer, Frank

Proceedings of the 8th ACM Conference on Web Science

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The Dynamics of Emotions in Online Interaction

[2016]
Garcia, David; Kappas, Arvid; Kuster, Dennis; Schweitzer, Frank

Royal Society Open Science, volume: 3, number: 160059

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Generalized Hypergeometric Ensembles: Statistical Hypothesis Testing in Complex Networks

[2016]
Casiraghi, Giona; Nanumyan, Vahan; Scholtes, Ingo; Schweitzer, Frank

ArXiv e-prints

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How damage diversification can reduce systemic risk

[2016]
Burkholz, Rebekka; Garas, Antonios; Schweitzer, Frank

Physical Review E, pages: 042313, volume: 93

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Women Through the Glass-Ceiling: Gender Asymmetries in Wikipedia

[2016]
Wagner, Claudia; Graells - Garrido, Eduardo; Garcia, David

EPJ Data Science, volume: 5, number: 5

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A model of dynamic rewiring and knowledge exchange in R&D networks

[2016]
Tomasello, Mario Vincenzo; Tessone, Claudio Juan; Schweitzer, Frank

Advances in Complex Systems, volume: 19, number: 1 - 2

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When the Filter Bubble Bursts: Collective Evaluation Dynamics in Online Communities

[2016]
Abisheva, Adiya; Garcia, David; Schweitzer, Frank

Proceedings of the 8th ACM Conference on Web Science

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A conceptual approach to model co-evolution of urban structures

[2016]
Schweitzer, Frank; Nanumyan, Vahan

International Journal of Space Structures, pages: 43-51, volume: 31, number: 1

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Systemic risk in multiplex networks with asymmetric coupling and threshold feedback

[2016]
Burkholz, Rebekka; Leduc, Matt; Garas, Antonios; Schweitzer, Frank

Physica D, pages: 64--72, volume: 323-324

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The QWERTY Effect on the Web: How Typing Shapes the Meaning of Words in Online Human-Computer Interaction

[2016]
Garcia, David; Strohmaier, Markus

Proceedings of the 25th International Conference on World Wide Web

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Higher-Order Aggregate Networks in the Analysis of Temporal Networks: Path structures and centralities

[2016]
Scholtes, Ingo; Wider, Nicolas; Garas, Antonios

European Physical Journal B, pages: 1--15, volume: 89, number: 3

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Value of peripheral nodes in controlling multilayer scale-free networks

[2016]
Zhang, Yan; Garas, Antonios; Schweitzer, Frank

Physical Review E, pages: 012309, volume: 93

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Emotions, Demographics and Sociability in Twitter Interactions

[2016]
Lerman, Kristina; Arora, Megha; Gallegos, Luciano; Kumaraguru, Ponnurangam; Garcia, David

nternational Conference in Web and Social Media (ICWSM)

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From Aristotle to Ringelmann: A large-scale analysis of team productivity and coordination in Open Source Software projects

[2016]
Scholtes, Ingo; Mavrodiev, Pavlin; Schweitzer, Frank

Empirical Software Engineering, pages: 642-683, volume: 21, number: 2

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An ensemble perspective on multi-layer networks

[2016]
Wider, Nicolas; Garas, Antonios; Scholtes, Ingo; Schweitzer, Frank

Interconnected Networks

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Geography of Emotion: Where in a City are People Happier?

[2015]
Gallegos, Luciano; Lerman, Kristina; Huang, Arthur; Garcia, David

Proceedings of the 25th international World Wide Web conference companion

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It's a Man's Wikipedia? Assessing Gender Inequality in an Online Encyclopedia

[2015]
Wagner, Claudia; Garcia, David; Jadidi, Mohsen; Strohmaier, Markus

In Proceedings of the 9th International AAAI Conference on Weblogs and Social Media, pages: 454-463

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The effect of R&D collaborations on firms' technological positions

[2015]
Tomasello, Mario Vincenzo; Tessone, Claudio Juan; Schweitzer, Frank

In Proceedings of the 10th International Forum IFKAD 2015

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Tumor Invasion Optimization by Mesenchymal-Amoeboid Heterogeneity

[2015]
Hecht, Inbal; Bar - El, Yasmin; Balmer, Frederic; Natan, Sari; Tsarfaty, Ilan; Schweitzer, Frank; Ben - Jacob, Eshel

Scientific Reports, pages: 10622, volume: 5

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Becoming popular: Interpersonal emotion regulation predicts relationship formation in real life social networks

[2015]
Niven, Karen; Garcia, David; Lowe, Ilmo Van Der; Holman, David; Mansell, Warren

Frontiers in Psychology, volume: 6, number: 1452

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Reaction-Diffusion Processes on Interconnected Scale-Free Networks

[2015]
Garas, Antonios

Physical Review E, pages: 020801(R), volume: 92

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A Complex Networks Perspective On Collaborative Software Engineering

[2015]
Cataldo, Marcelo; Scholtes, Ingo; Valetto, Giuseppe

ACS - Advances in Complex Systems, pages: 1430001, volume: 17, number: 07n08

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Quantifying the Economic and Cultural Biases of Social Media through Trending Topics

[2015]
Carrascosa, Juan Miguel; Cuevas, Ruben; Gonzalez, Roberto; Azcorra, Arturo; Garcia, David

PLOS ONE, pages: e0134407, volume: 10, number: 7

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The Network of Counterparty Risk: Analysing Correlations in OTC Derivatives

[2015]
Nanumyan, Vahan; Garas, Antonios; Schweitzer, Frank

PLOS ONE, pages: e0136638, volume: 10

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The language-dependent relationship between word happiness and frequency

[2015]
Garcia, David; Garas, Antonios; Schweitzer, Frank

Proceedings of the National Academy of Sciences, pages: 201502909, volume: 112, number: 23

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Emotions and Activity Profiles of Influential Users in Product Reviews Communities

[2015]
Tanase, Dorian; Garcia, David; Garas, Antonios; Schweitzer, Frank

Frontiers in Physics, volume: 3, number: 87

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Pro-Anorexia and Anti-Pro-Anorexia Videos on YouTube: Sentiment Analysis of User Responses

[2015]
Oksanen, Atte; Garcia, David; Sirola, Anu; Näsi, Matti; Kaakinen, Markus; Keipi, Teo; Räsänen, Pekka

Journal of Medical Internet Research, pages: e2560, volume: 11, number: 17

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Neighborhood Approximations for Non-Linear Voter Models

[2015]
Schweitzer, Frank; Behera, Laxmidhar

Entropy, pages: 7658-7679, volume: 17

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Social signals and algorithmic trading of Bitcoin

[2015]
Garcia, David; Schweitzer, Frank

Royal Society Open Science, volume: 2, number: 150288

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Understanding Complex Systems: When Big Data meets Network Science

[2015]
Scholtes, Ingo

it - Information Technology, pages: 252-256, volume: 57, number: 4

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Ideological and Temporal Components of Network Polarization in Online Political Participatory Media

[2015]
Garcia, David; Abisheva, Adiya; Schweighofer, Simon; Serdult, Uwe; Schweitzer, Frank

Policy and Internet, pages: 46-79, volume: 7, number: 1

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Sentiment cascades in the 15M movement

[2015]
Alvarez, Raquel; Garcia, David; Moreno, Yamir; Schweitzer, Frank

EPJ Data Science, volume: 4, number: 6

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Communication In Innovation Communities: An Analysis Of 100 Open Source Software Projects

[2014]
Geipel, Markus Michael; Press, Kerstin; Schweitzer, Frank

ACS - Advances in Complex Systems, pages: 1550006, volume: 17, number: 07n08

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Dynamical coupling during collective animal motion

[2014]
Richardson, Tom O.; Perony, Nicolas; Tessone, Claudio Juan; Bousquet, Christophe A.H.; Manser, Marta B.; Schweitzer, Frank

Submitted. arXiv:1311.1417

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Engineering and Mastering Interwoven Systems

[2014]
Tomforde, Sven; Hähner, Jörg; Seebach, Hella; Reif, W. - E.; Sick, Bernhard; Wacker, Arno; Scholtes, Ingo

Proceedings of ARCS 2014 - 27th International Conference on Architecture of Computing

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Quantifying the Impact of Leveraging and Diversification on Systemic Risk

[2014]
Tasca, Paolo; Mavrodiev, Pavlin; Schweitzer, Frank

Journal of Financial Stability, pages: 43-52, volume: 15, number: 0

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The Social Dimension of Information Ranking: A Discussion of Research Challenges and Approaches

[2014]

Socioinformatics - The Social Impact of Interactions between Humans and IT

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Predicting Scientific Success Based on Coauthorship Networks

[2014]
Sarigol, Emre; Pfitzner, Rene; Scholtes, Ingo; Garas, Antonios; Schweitzer, Frank

EPJ Data Science, pages: 9, volume: 3

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Online Privacy as a Collective Phenomenon

[2014]
Sarigol, Emre; Garcia, David; Schweitzer, Frank

In Proceedings of the 2nd Conference on Online Social Networks 2014, pages: 95-105

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Gender Asymmetries in Reality and Fiction : The Bechdel Test of Social Media

[2014]
Garcia, David; Weber, Ingmar; Garimella, Rama Venkata Kiran

Proceedings of the International AAAI Conference on Weblogs and Social Media

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Modeling collective emotions in online social systems

[2014]
Garcia, David; Garas, Antonios; Schweitzer, Frank

Collective Emotions

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Nestedness in networks: A theoretical model and some applications

[2014]
Koenig, Michael D; Tessone, Claudio Juan; Zenou, Yves

Theoretical Economics, pages: 695-752, volume: 9, number: 3

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How do OSS projects change in number and size? A large-scale analysis to test a model of project growth

[2014]
Schweitzer, Frank; Nanumyan, Vahan; Tessone, Claudio Juan; Xia, Xi

ACS - Advances in Complex Systems, pages: 1550008, volume: 17, number: 07n08

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Who Watches ( and Shares ) What on YouTube ? And When ? Using Twitter to Understand YouTube Viewership

[2014]
Abisheva, Adiya; Garimella, Venkata Rama Kiran; Garcia, David; Weber, Ingmar

WSDM 2014

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Automated Software Remodularization Based on Move Refactoring

[2014]
Zanetti, Marcelo Serrano; Tessone, Claudio Juan; Scholtes, Ingo; Schweitzer, Frank

In Proceedings of the 13th International Conference on Modularity 2014, pages: 73-84

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Dissonance minimization as a microfoundation of social influence in models of opinion formation

[2014]
Groeber, Patrick; Lorenz, Jan; Schweitzer, Frank

The Journal of Mathematical Sociology, pages: 147-174, volume: 38, number: 3

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Editorial: Scientific networks and success in science

[2014]
Schweitzer, Frank

EPJ Data Science, volume: 3, number: 35

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Social Network Analysis in the Enterprise: Challenges and Opportunities

[2014]
Burger, Valentin; Hock, David; Scholtes, Ingo; Hofeld, Tobias; Garcia, David; Seufert, Michael

Socioinformatics-The Social Impact of Interactions between Humans and IT

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The Role of Endogenous and Exogenous Mechanisms in the Formation of R&D Networks

[2014]
Tomasello, Mario Vincenzo; Perra, Nicola; Tessone, Claudio Juan; Karsai, M'arton; Schweitzer, Frank

Scientific Reports, pages: 5679, volume: 4

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