Bringing CItizens, Models and Data together in Participatory, Interactive SociaL EXploratories

Project Information

CIMPLEX

Grant agreement ID: 641191

DOI 10.3030/641191

Project closed

EC signature date 24 November 2014

Start date 1 January 2015

End date 31 December 2017

Funded under

• EXCELLENT SCIENCE - Future and Emerging Technologies (FET)

Total cost € 4 206 875,00

EU contribution € 3 450 625,00

Coordinated by

DEUTSCHES FORSCHUNGSZENTRUM FUR KUNSTLICHE INTELLIGENZ GMBH
Germany

Deliverables

Websites, patent fillings, videos etc. (3)

Workshop with Policy Makers III

Workshops with policy makers. Final evaluation, assessment and validation of the tools and the use case development from an end user and stakeholder viewpoint.

Workshop with Policy Makers II

Workshops with policy makers. Interim results and stakeholder feedback for work done in the epidemics use case and on the availability, accessibility and intelligibility of the information provided to end users.

Workshop with Policy Makers I

Workshops with policy makers. Requirement analysis for the interactive visualization and modeling using the MCP architecture.

Documents, reports (3)

Second generation approaches

D2.1 Second Generation Approaches (M24, with contributions from WP1, WP3, WP4 and WP5) describing next generation models and methods including evaluation results and documentation. Advanced modeling solutions for handling spatio-temporal networks by structured and unstructured (ie. text based) data analytics.

Advanced Concepts for Human/Society Centered Technologies

D4.1 Advanced Concepts for Human/Society Centered Technologies (M18, contributions from WP3); describing the next generation results of models and methods for explaining scientific evidence and soliciting social response. Building on WP3 and D3.1, tools to engage users in data collection and interactive model interpretation cycles.

Final ICT System

Final ICT System (with contributions from WP1,2,3,4,5). Technical report on the realization of the architecture developen in D6.1 and summary of the ICT development in the lifetime of the project.

Publications

Peer reviewed articles (49)

Enhanced robustness of evolving open systems by the bidirectionality of interactions between elements

Author(s): Fumiko Ogushi, János Kertész, Kimmo Kaski, Takashi Shimada
Published in: Scientific Reports, Issue 7/1, 2017, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-017-07283-9

The interplay between individual social behavior and clinical symptoms in small clustered groups

Author(s): Piero Poletti, Roberto Visintainer, Bruno Lepri, Stefano Merler
Published in: BMC Infectious Diseases, Issue 17/1, 2017, ISSN 1471-2334
Publisher: BioMed Central
DOI: 10.1186/s12879-017-2623-2

Modelling the fear of crime

Author(s): Rafael Prieto Curiel, Steven Bishop
Published in: Proceedings of the Royal Society A: Mathematical, Physical and Engineering Science, Issue 473/2203, 2017, Page(s) 20170156, ISSN 1364-5021
Publisher: Royal Society of London
DOI: 10.1098/rspa.2017.0156

Influenzanet: Citizens Among 10 Countries Collaborating to Monitor Influenza in Europe

Author(s): Carl E Koppeschaar, Vittoria Colizza, Caroline Guerrisi, Clément Turbelin, Jim Duggan, W John Edmunds, Charlotte Kjelsø, Ricardo Mexia, Yamir Moreno, Sandro Meloni, Daniela Paolotti, Daniela Perrotta, Edward van Straten, Ana O Franco
Published in: JMIR Public Health and Surveillance, Issue 3/3, 2017, Page(s) e66, ISSN 2369-2960
Publisher: JMIR Publications
DOI: 10.2196/publichealth.7429

Universal mechanism for hybrid percolation transitions

Author(s): Deokjae Lee, Wonjun Choi, J. Kertész, B. Kahng
Published in: Scientific Reports, Issue 7/1, 2017, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-017-06182-3

Partner selection supported by opaque reputation promotes cooperative behavior

Author(s): Valerio Capraro; Francesca Giardini; Daniele Vilone; Mario Paolucci
Published in: Judgment and Decision Making, Issue Vol 11, Issue 6, 2016, Page(s) 589-600, ISSN 1930-2975
Publisher: Society for Judgment and Decision Making

Participation and Privacy Perception in Virtual Environments: The Role of Sense of Community, Culture and Gender between Italian and Turkish

Author(s): Andrea Guazzini, Ayça Saraç, Camillo Donati, Annalisa Nardi, Daniele Vilone, Patrizia Meringolo
Published in: Future Internet, Issue 9/2, 2017, Page(s) 11, ISSN 1999-5903
Publisher: MDPI
DOI: 10.3390/fi9020011

Detecting a Surprisingly Low Transmission Distance in the Early Phase of the 2009 Influenza Pandemic

Author(s): Valentina Marziano, Andrea Pugliese, Stefano Merler, Marco Ajelli
Published in: Scientific Reports, Issue 7/1, 2017, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-017-12415-2

Spread of Zika virus in the Americas

Author(s): Qian Zhang, Kaiyuan Sun, Matteo Chinazzi, Ana Pastore y Piontti, Natalie E. Dean, Diana Patricia Rojas, Stefano Merler, Dina Mistry, Piero Poletti, Luca Rossi, Margaret Bray, M. Elizabeth Halloran, Ira M. Longini, Alessandro Vespignani
Published in: Proceedings of the National Academy of Sciences, Issue 114/22, 2017, Page(s) E4334-E4343, ISSN 0027-8424
Publisher: National Academy of Sciences
DOI: 10.1073/pnas.1620161114

Local cascades induced global contagion: How heterogeneous thresholds, exogenous effects, and unconcerned behaviour govern online adoption spreading

Author(s): Márton Karsai, Gerardo Iñiguez, Riivo Kikas, Kimmo Kaski, János Kertész
Published in: Scientific Reports, Issue 6/1, 2016, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/srep27178

Kinetics of Social Contagion

Author(s): Zhongyuan Ruan, Gerardo Iñiguez, Márton Karsai, János Kertész
Published in: Physical Review Letters, Issue 115/21, 2015, ISSN 0031-9007
Publisher: American Physical Society
DOI: 10.1103/physrevlett.115.218702

Universal resilience patterns in complex networks

Author(s): Jianxi Gao, Baruch Barzel, Albert-László Barabási
Published in: Nature, Issue 530/7590, 2016, Page(s) 307-312, ISSN 0028-0836
Publisher: Nature Publishing Group
DOI: 10.1038/nature16948

Cascading collapse of online social networks

Author(s): János Török, János Kertész
Published in: Scientific Reports, Issue 7/1, 2017, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-017-17135-1

The fundamental advantages of temporal networks

Author(s): A. Li, S. P. Cornelius, Y.-Y. Liu, L. Wang, A.-L. Barabási
Published in: Science, Issue 358/6366, 2017, Page(s) 1042-1046, ISSN 0036-8075
Publisher: American Association for the Advancement of Science
DOI: 10.1126/science.aai7488

Empirical study of the role of the topology in spreading on communication networks

Author(s): Alexey Medvedev, Janos Kertesz
Published in: Physica A: Statistical Mechanics and its Applications, Issue 470, 2017, Page(s) 12-19, ISSN 0378-4371
Publisher: Elsevier BV
DOI: 10.1016/j.physa.2016.11.109

Network control principles predict neuron function in the Caenorhabditis elegans connectome

Author(s): Gang Yan, Petra E. Vértes, Emma K. Towlson, Yee Lian Chew, Denise S. Walker, William R. Schafer, Albert-László Barabási
Published in: Nature, 2017, ISSN 0028-0836
Publisher: Nature Publishing Group
DOI: 10.1038/nature24056

Epidemic spreading on evolving signed networks

Author(s): M. Saeedian, N. Azimi-Tafreshi, G. R. Jafari, J. Kertesz
Published in: Physical Review E, Issue 95/2, 2017, ISSN 2470-0045
Publisher: American Physical Society
DOI: 10.1103/physreve.95.022314

Hybrid phase transition into an absorbing state: Percolation and avalanches

Author(s): Deokjae Lee, S. Choi, M. Stippinger, J. Kertész, B. Kahng
Published in: Physical Review E, Issue 93/4, 2016, ISSN 2470-0045
Publisher: American Physical Society
DOI: 10.1103/physreve.93.042109

Measuring the Distribution of Crime and Its Concentration

Author(s): Rafael Prieto Curiel, Sofía Collignon Delmar, Steven Richard Bishop
Published in: Journal of Quantitative Criminology, Issue 33/3, 2017, Page(s) 1-29, ISSN 0748-4518
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10940-017-9354-9

Combining Participatory Influenza Surveillance with Modeling and Forecasting: Three Alternative Approaches

Author(s): John S Brownstein, Shuyu Chu, Achla Marathe, Madhav V Marathe, Andre T Nguyen, Daniela Paolotti, Nicola Perra, Daniela Perrotta, Mauricio Santillana, Samarth Swarup, Michele Tizzoni, Alessandro Vespignani, Anil Kumar S Vullikanti, Mandy L Wilson, Qian Zhang
Published in: JMIR Public Health and Surveillance, Issue 3/4, 2017, Page(s) e83, ISSN 2369-2960
Publisher: JMIR Publications Inc
DOI: 10.2196/publichealth.7344

Node-centric Community Discovery: From static to dynamic social network analysis

Author(s): Giulio Rossetti, Dino Pedreschi, Fosca Giannotti
Published in: Online Social Networks and Media, Issue 3-4, 2017, Page(s) 32-48, ISSN 2468-6964
Publisher: Elsevier
DOI: 10.1016/j.osnem.2017.10.003

Forecasting success via early adoptions analysis: A data-driven study

Author(s): Giulio Rossetti, Letizia Milli, Fosca Giannotti, Dino Pedreschi
Published in: PLOS ONE, Issue 12/12, 2017, Page(s) e0189096, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0189096

$\text{RD}\small{\text{YN}}$ : graph benchmark handling community dynamics

Author(s): Giulio Rossetti
Published in: Journal of Complex Networks, Issue 5/6, 2017, Page(s) 893-912, ISSN 2051-1310
Publisher: Oxford University Press
DOI: 10.1093/comnet/cnx016

Tiles: an online algorithm for community discovery in dynamic social networks

Author(s): Giulio Rossetti, Luca Pappalardo, Dino Pedreschi, Fosca Giannotti
Published in: Machine Learning, Issue 106/8, 2017, Page(s) 1213-1241, ISSN 0885-6125
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10994-016-5582-8

Homophilic network decomposition: a community-centric analysis of online social services

Author(s): Giulio Rossetti, Luca Pappalardo, Riivo Kikas, Dino Pedreschi, Fosca Giannotti, Marlon Dumas
Published in: Social Network Analysis and Mining, Issue 6/1, 2016, ISSN 1869-5450
Publisher: Springer
DOI: 10.1007/s13278-016-0411-4

A supervised approach for intra-/inter-community interaction prediction in dynamic social networks

Author(s): Giulio Rossetti, Riccardo Guidotti, Ioanna Miliou, Dino Pedreschi, Fosca Giannotti
Published in: Social Network Analysis and Mining, Issue 6/1, 2016, ISSN 1869-5450
Publisher: Springer
DOI: 10.1007/s13278-016-0397-y

Data-driven generation of spatio-temporal routines in human mobility

Author(s): Luca Pappalardo, Filippo Simini
Published in: Data Mining and Knowledge Discovery, 2018, ISSN 1384-5810
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10618-017-0548-4

NDlib: a python library to model and analyze diffusion processes over complex networks

Author(s): Giulio Rossetti, Letizia Milli, Salvatore Rinzivillo, Alina Sîrbu, Dino Pedreschi, Fosca Giannotti
Published in: International Journal of Data Science and Analytics, 2018, ISSN 2364-415X
Publisher: Springer
DOI: 10.1007/s41060-017-0086-6

A spatial model for conflict incorporating within- and between-actor effects

Author(s): Diána Knipl, Toby Davies, Peter Baudains
Published in: Physica A: Statistical Mechanics and its Applications, Issue 483, 2017, Page(s) 517-533, ISSN 0378-4371
Publisher: Elsevier BV
DOI: 10.1016/j.physa.2017.04.017

Leveraging spatial abstraction in traffic analysis and forecasting with visual analytics

Author(s): Natalia Andrienko, Gennady Andrienko, Salvatore Rinzivillo
Published in: Information Systems, Issue 57, 2016, Page(s) 172-194, ISSN 0306-4379
Publisher: Elsevier Science & Technology
DOI: 10.1016/j.is.2015.08.007

School closure policies at municipality level for mitigating influenza spread: a model-based evaluation

Author(s): Constanze Ciavarella, Laura Fumanelli, Stefano Merler, Ciro Cattuto, Marco Ajelli
Published in: BMC Infectious Diseases, Issue 16/1, 2016, ISSN 1471-2334
Publisher: BioMed Central
DOI: 10.1186/s12879-016-1918-z

Spatiotemporal dynamics of the Ebola epidemic in Guinea and implications for vaccination and disease elimination: a computational modeling analysis

Author(s): Marco Ajelli, Stefano Merler, Laura Fumanelli, Ana Pastore y Piontti, Natalie E. Dean, Ira M. Longini, M. Elizabeth Halloran, Alessandro Vespignani
Published in: BMC Medicine, Issue 14/1, 2016, ISSN 1741-7015
Publisher: BioMed Central
DOI: 10.1186/s12916-016-0678-3

A measure of the concentration of rare events

Author(s): Rafael Prieto Curiel, Steven Bishop
Published in: Scientific Reports, Issue 6, 2016, Page(s) 32369, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/srep32369

The 2014 Ebola virus disease outbreak in Pujehun, Sierra Leone: epidemiology and impact of interventions

Author(s): Marco Ajelli, Stefano Parlamento, David Bome, Atiba Kebbi, Andrea Atzori, Clara Frasson, Giovanni Putoto, Dante Carraro, Stefano Merler
Published in: BMC Medicine, Issue 13/1, 2015, ISSN 1741-7015
Publisher: BioMed Central
DOI: 10.1186/s12916-015-0524-z

Returners and explorers dichotomy in human mobility

Author(s): Luca Pappalardo, Filippo Simini, Salvatore Rinzivillo, Dino Pedreschi, Fosca Giannotti, Albert-László Barabási
Published in: Nature Communications, Issue 6, 2015, Page(s) 8166, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/ncomms9166

Pervasive Interaction Across Displays

Author(s): Lars Lischke, Dominik Weber, Scott Greenwald
Published in: IEEE Pervasive Computing, Issue 14/4, 2015, Page(s) 12-15, ISSN 1536-1268
Publisher: IEEE Computer Society
DOI: 10.1109/MPRV.2015.77

A Financial Market Model Incorporating Herd Behaviour

Author(s): Christopher M. Wray, Steven R. Bishop
Published in: PLOS ONE, Issue 11/3, 2016, Page(s) e0151790, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0151790

Population dynamics of epidemic and endemic states of drug-resistance emergence in infectious diseases

Author(s): Diána Knipl, Gergely Röst, Seyed M. Moghadas
Published in: PeerJ, Issue 5, 2017, Page(s) e2817, ISSN 2167-8359
Publisher: PeerJ
DOI: 10.7717/peerj.2817

Stability criteria for a multi-city epidemic model with travel delays and infection during travel

Author(s): Diána Knipl
Published in: Electronic Journal of Qualitative Theory of Differential Equations, Issue 74, 2016, Page(s) 1-22, ISSN 1417-3875
Publisher: Szegedi Tudomanyegyetern/University of Szeged
DOI: 10.14232/ejqtde.2016.1.74

Can Twitter Save Lives? A Broad-Scale Study on Visual Social Media Analytics for Public Safety

Author(s): Dennis Thom, Robert Kruger, Thomas Ertl
Published in: IEEE Transactions on Visualization and Computer Graphics, Issue 22/7, 2016, Page(s) 1816-1829, ISSN 1077-2626
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TVCG.2015.2511733

Containing Ebola at the Source with Ring Vaccination

Author(s): Halloran, M. Elizabeth; Fumanelli, Laura; Carraro, Dante; Vespignani, Alessandro; Putoto, Giovanni; Pastore y Piontti, Ana; Longini, Ira M.; Parlamento, Stefano; Ajelli, Marco; Merler, Stefano; Dean, Natalie E
Published in: PLoS Neglected Tropical Diseases, Issue 10(11), 2016, ISSN 1935-2735
Publisher: PLOS
DOI: 10.1371/journal.pntd.0005093

Evolution of gossip-based indirect reciprocity on a bipartite network

Author(s): Francesca Giardini, Daniele Vilone
Published in: Scientific Reports, Issue 6, 2016, Page(s) 37931, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/srep37931

Estimating transmission probability in schools for the 2009 H1N1 influenza pandemic in Italy

Author(s): Clamer, Valentina; Dorigatti, Ilaria; Fumanelli, Laura; Pugliese, Andrea; Rizzo, Caterina
Published in: Theoretical Biology and Medical Modelling 13(1) 19, Issue 1, 2016, ISSN 1742-4682
Publisher: BioMed Central
DOI: 10.1186/s12976-016-0045-2

Social Pressure and Environmental Effects on Networks: A Path to Cooperation

Author(s): María Pereda and Daniele Vilone
Published in: Games, Issue 8(1), 2017, ISSN 2073-4336
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/g8010007

The Peace Mediator effect: Heterogeneous agents can foster consensus in continuous opinion models

Author(s): Daniele Vilone, Timoteo Carletti, Franco Bagnoli Andrea Guazzini
Published in: Physica A: Statistical Mechanics and its Applications, Issue Volume 462, 2016, Page(s) 84–91, ISSN 0378-4371
Publisher: Elsevier BV
DOI: 10.1016/j.physa.2016.06.082

Participatory Online Surveillance as a Supplementary Tool to Sentinel Doctors for Influenza-Like Illness Surveillance in Italy

Author(s): Daniela Perrotta, Antonino Bella, Caterina Rizzo, Daniela Paolotti
Published in: PLOS ONE, Issue 12/1, 2017, Page(s) e0169801, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0169801

A metric of the difference between perception of security and victimisation rates

Author(s): Rafael Prieto Curiel, Steven Richard Bishop
Published in: Crime Science, Issue 5/1, 2016, Page(s) 1-15, ISSN 2193-7680
Publisher: Springer
DOI: 10.1186/s40163-016-0060-y

COMPARATIVE DYNAMICS OF MONOVALENT AND BIVALENT VACCINATION FOR IMMUNOLOGICALLY UNRELATED PATHOGENS

Author(s): DIÁNA KNIPL, SEYED M. MOGHADAS
Published in: Journal of Biological Systems, Issue 24/01, 2016, Page(s) 91-115, ISSN 0218-3390
Publisher: World Scientific Publishing Co
DOI: 10.1142/S0218339016500054

Temporal dynamics of online petitions

Author(s): Lucas Böttcher, Olivia Woolley-Meza, Dirk Brockmann
Published in: PLOS ONE, Issue 12/5, 2017, Page(s) e0178062, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0178062

Conference proceedings (27)

Data-Driven Exploration of Real-Time Geospatial Text Streams

Author(s): Harald Bosch, Robert Krüger, Dennis Thom
Published in: Machine Learning and Knowledge Discovery in Databases, 2015, Page(s) 203-207, ISBN 978-3-319-23461-8
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-23461-8_14

Saccadelenses: interactive exploratory filtering of eye tracking trajectories

Author(s): Robert Krueger, Steffen Koch, Thomas Ertl
Published in: 2016 IEEE Second Workshop on Eye Tracking and Visualization (ETVIS), 2016, Page(s) 31-34, ISBN 978-1-5090-4731-4
Publisher: IEEE
DOI: 10.1109/ETVIS.2016.7851162

Interaction techniques for window management on large high-resolution displays

Author(s): Lars Lischke, Sven Mayer, Jan Hoffmann, Philipp Kratzer, Stephan Roth, Katrin Wolf, Paweł Woniak
Published in: Proceedings of the 16th International Conference on Mobile and Ubiquitous Multimedia - MUM '17, 2017, Page(s) 241-247, ISBN 9781-450353786
Publisher: ACM Press
DOI: 10.1145/3152832.3152852

Towards Interaction Techniques for Social Media Data Exploration on Large High-Resolution Displays

Author(s): Lars Lischke, Jan Hoffmann, Robert Krüger, Patrick Bader, Paweł W. Wozniak, Albrecht Schmidt
Published in: Proceedings of the 2017 CHI Conference Extended Abstracts on Human Factors in Computing Systems - CHI EA '17, 2017, Page(s) 2752-2759, ISBN 9781-450346566
Publisher: ACM Press
DOI: 10.1145/3027063.3053229

Understanding Work in Public Transport Management Control Rooms

Author(s): Paweł W. Wozniak, Lars Lischke, Sven Mayer, Andreas Preikschat, Markus Schweizer, Ba Vu, Carlo von Molo, Niels Henze
Published in: Companion of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing - CSCW '17 Companion, 2017, Page(s) 339-342, ISBN 9781-450346887
Publisher: ACM Press
DOI: 10.1145/3022198.3026341

Using Variable Movement Resistance Sliders for Remote Discrete Input

Author(s): Lars Lischke, Paweł W. Woźniak, Sven Mayer, Andreas Preikschat, Morten Fjeld
Published in: Proceedings of the Interactive Surfaces and Spaces on ZZZ - ISS '17, 2017, Page(s) 116-125, ISBN 9781-450346917
Publisher: ACM Press
DOI: 10.1145/3132272.3134135

Effects of Color and Threshold on User Perception of Heat Maps

Author(s): Chloe Eghteabs, Brendan Ritter, Alap Parikh, Lars Lischke
Published in: Proceedings of the 2016 ACM Conference Companion Publication on Designing Interactive Systems - DIS '17 Companion, 2017, Page(s) 275-279, ISBN 9781-450349918
Publisher: ACM Press
DOI: 10.1145/3064857.3079160

A novel approach to evaluate community detection algorithms on ground truth

Author(s): Giulio Rossetti, Luca Pappalardo, Salvatore Rinzivillo
Published in: 2016, Page(s) 133-144
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-30569-1_10

A CSS integration model for declarative 3D

Author(s): Jan Sutter, Kristian Sons, Philipp Slusallek
Published in: Proceedings of the 20th International Conference on 3D Web Technology - Web3D '15, 2015, Page(s) 209-217, ISBN 9781-450336475
Publisher: ACM Press
DOI: 10.1145/2775292.2775295

Blast - a binary large structured transmission format for the web

Author(s): Jan Sutter, Kristian Sons, Philipp Slusallek
Published in: Proceedings of the Nineteenth International ACM Conference on 3D Web Technologies - Web3D '14, 2014, Page(s) 45-52, ISBN 9781-450330152
Publisher: ACM Press
DOI: 10.1145/2628588.2628599

The basic building blocks of declarative 3D on the web

Author(s): Stefan Lemme, Jan Sutter, Christian Schlinkmann, Philipp Slusallek
Published in: Proceedings of the 21st International Conference on Web3D Technology - Web3D '16, 2016, Page(s) 17-25, ISBN 9781-450344289
Publisher: ACM Press
DOI: 10.1145/2945292.2945303

Dynamic 2.5D treemaps using declarative 3D on the web

Author(s): Daniel Limberger, Willy Scheibel, Stefan Lemme, Jürgen Döllner
Published in: Proceedings of the 21st International Conference on Web3D Technology - Web3D '16, 2016, Page(s) 33-36, ISBN 9781-450344289
Publisher: ACM Press
DOI: 10.1145/2945292.2945313

VESPa 2.0: Data-Driven Behavior Models for Visual Analytics of Movement Sequences

Author(s): Robert Krueger, Tina Tremel, Dennis Thom
Published in: 2017 International Symposium on Big Data Visual Analytics (BDVA), 2017, Page(s) 1-8, ISBN 978-1-5386-0781-7
Publisher: IEEE
DOI: 10.1109/BDVA.2017.8114626

Immersive Visual Analytics for Modular Factory Layout Planning

Author(s): Herr, Dominik; Reinhardt, Jan; Krüger, Robert; Reina, Guido; Ertl, Thomas
Published in: 2017
Publisher: IEEE

Audio Ergo Sum: A Personal Data Model For Musical Preferences

Author(s): Riccardo Guidotti, Giulio Rossetti, Dino Pedreschi
Published in: 2016, Page(s) 51-66
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-50230-4_5

Interaction Prediction in Dynamic Networks exploiting Community Discovery

Author(s): Giulio Rossetti, Riccardo Guidotti, Diego Pennacchioli, Dino Pedreschi, Fosca Giannotti
Published in: Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2015 - ASONAM '15, 2015, Page(s) 553-558, ISBN 9781-450338547
Publisher: ACM Press
DOI: 10.1145/2808797.2809401

Community-centric analysis of user engagement in Skype social network

Author(s): Giulio Rossetti, Luca Pappalardo, Riivo Kikas, Dino Pedreschi, Fosca Giannotti, Marlon Dumas
Published in: Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2015 - ASONAM '15, 2015, Page(s) 547-552, ISBN 9781-450338547
Publisher: ACM Press
DOI: 10.1145/2808797.2809384

Information Diffusion in Complex Networks: The Active/Passive Conundrum

Author(s): Letizia Milli, Giulio Rossetti, Dino Pedreschi, Fosca Giannotti
Published in: Proceedings Complex Networks, 2018, Page(s) 305-313
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-72150-7_25

Quantification in social networks

Author(s): Letizia Milli, Anna Monreale, Giulio Rossetti, Dino Pedreschi, Fosca Giannotti, Fabrizio Sebastiani
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.2015.7344845

Engaging people to participate in data collection

Author(s): Patrick Tobien, Lars Lischke, Marco Hirsch, Robert Krüger, Paul Lukowicz, Albrecht Schmidt
Published in: Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing Adjunct - UbiComp '16, 2016, Page(s) 209-212, ISBN 9781-450344623
Publisher: ACM Press
DOI: 10.1145/2968219.2971420

Screen arrangements and interaction areas for large display work places

Author(s): Lars Lischke, Sven Mayer, Katrin Wolf, Niels Henze, Harald Reiterer, Albrecht Schmidt
Published in: Proceedings of the 5th ACM International Symposium on Pervasive Displays - PerDis '16, 2016, Page(s) 228-234, ISBN 9781-450343664
Publisher: ACM Press
DOI: 10.1145/2914920.2915027

MAGIC-Pointing on Large High-Resolution Displays

Author(s): Lars Lischke, Valentin Schwind, Kai Friedrich, Albrecht Schmidt, Niels Henze
Published in: Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems - CHI EA '16, 2016, Page(s) 1706-1712, ISBN 9781-450340823
Publisher: ACM Press
DOI: 10.1145/2851581.2892479

TravelDiff: Visual comparison analytics for massive movement patterns derived from Twitter

Author(s): Robert Krueger, Guodao Sun, Fabian Beck, Ronghua Liang, Thomas Ertl
Published in: 2016 IEEE Pacific Visualization Symposium (PacificVis), 2016, Page(s) 176-183, ISBN 978-1-5090-1451-4
Publisher: IEEE
DOI: 10.1109/PACIFICVIS.2016.7465266

VESPa: A Pattern-based Visual Query Language for Event Sequences

Author(s): Florian Haag, Robert Krüger, Thomas Ertl
Published in: Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 2016, Page(s) 48-59, ISBN 978-989-758-175-5
Publisher: SCITEPRESS - Science and and Technology Publications
DOI: 10.5220/0005716900480059

Mid-Air gestures for window management on large displays

Author(s): Knierim, Pascal; Lischke, Lars; Klinke, Hermann
Published in: Diefenbach, Sarah (Hrsg.) ; Henze, Niels (Hrsg.) ; Pielot, Martin (Hrsg.): Mensch und Computer 2015 - Proceedings. Berlin : de Gruyter, 2015. - ISBN 978-3-11-044334-9, S. 439-442, Issue 1, 2015, Page(s) 439-442, ISBN 978-3-11-044334-9
Publisher: de Gruyter

Interaction techniques for wall-sized screens

Author(s): Grüninger, Jürgen; Klouche, Khalil; Slusallek, Philipp; Lischke, Lars; Jacucci, Giulio; SCHMIDT, Albrecht
Published in: Proceedings of the 2015 International Conference on Interactive Tabletops and Surfaces - ITS '15. New York : ACM, 2015. - ISBN 978-1-4503-3899-8, Issue 1, 2015
Publisher: ACM

Forecasting Seasonal Influenza Fusing Digital Indicators and a Mechanistic Disease Model

Author(s): Qian Zhang, Nicola Perra, Daniela Perrotta, Michele Tizzoni, Daniela Paolotti, Alessandro Vespignani
Published in: Proceedings of the 26th International Conference on World Wide Web - WWW '17, 2017, Page(s) 311-319, ISBN 9781-450349130
Publisher: ACM Press
DOI: 10.1145/3038912.3052678

Non-peer reviewed articles (1)

Maintaining intellectual diversity in data science

Author(s): Richard P. Mann, Olivia Woolley-Meza
Published in: Data Science, 2017, Page(s) 1-10, ISSN 2451-8492
Publisher: CODATA
DOI: 10.3233/DS-170003

Book chapters (1)

The Impact of Movement on Disease Dynamics in a Multi-city Compartmental Model Including Residency Patch

Author(s): Diána Knipl
Published in: Mathematical and Computational Approaches in Advancing Modern Science and Engineering, 2016, Page(s) 255-265, ISBN 978-3-319-30379-6
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-30379-6_24