Citizen Science for Monitoring Climate Impacts and Achieving Climate Resilience

Informations projet

CROWD4SDG

N° de convention de subvention: 872944

DOI 10.3030/872944

Projet clôturé

Date de signature de la CE 30 Avril 2020

Date de début 1 Mai 2020

Date de fin 30 Avril 2023

Financé au titre de

• Integrate society in science and innovation issues, policies and activities in order to integrate citizens' interests and values and to increase the quality, relevance, social acceptability and sustainability of research and innovation outcomes in various fields of activity from social innovation to areas such as biotechnology and nanotechnology

Coût total € 1 999 436,25

Contribution de l’UE € 1 999 436,25

Coordonné par

UNIVERSITE DE GENEVE
Switzerland

Livrables

Documents, reports (22)

CS tools final release
Exploitation Plan and Activities issue 1.

Exploitation Plan and Activities issue 1

GEAR report cycle 1

GEAR report cycle 1 completed. This deliverable will include a short policy brief focused on best practices for Challenge Based innovation as a new paradigm for tackling with Climate change, and building resilience societies.

In-situ assessment report of citizen local interactions and self-reporting GEAR cycle 1.
Data usability assessment and recommendations for SDGs GEAR cycle 1.
In-situ assessment report of citizen local interactions and self-reporting GEAR cycle 3.

Insitu assessment report of citizen local interactions and selfreporting GEAR cycle 3

Data usability assessment and recommendations for SDGs GEAR cycle 2.

Data usability assessment and recommendations for SDGs GEAR cycle 2

GEAR report cycle 3
GEAR report cycle 2
Final report on dissemination events and outreach activities available.

Final report on dissemination events and outreach activities available

Report on an epistemological analysis of metrics/descriptors for citizen science.
CS tools beta release
Project handbook and quality plan prepared

A Quality Assurance Plan (incorporated with the Project Handbook) will include procedures to be applied to internal and external services and deliverables. The Plan will include, instructions, procedures, checklists and processes for reviewing deliverables (appointment of reviewers, checks for consistency, clarity, technical content, adherence to documentation standards, Open Access publication procedures etc)

Exploitation Plan and Activities issue 2.

Exploitation Plan and Activities issue 2

Final report on the results achieved from the utilization of CS in support of monitoring SDGs.

Report on the results achieved from the utilization of CS in support of monitoring SDGs This deliverable will include a short policy brief about the usage of social media and crowd sourcing data for monitoring sustainable development

In-situ assessment report of citizen local interactions and self-reporting GEAR cycle 2.

Insitu assessment report of citizen local interactions and selfreporting GEAR cycle 2

Training Corpus

Training Corpus available

Report: Statistical model of the association between collaboration dynamics and project performance.

Report Statistical model of the association between collaboration dynamics and project performance

Report: data frame containing the measured analytics of citizen collaborations using new metrics/descriptors.

Report data frame containing the measured analytics of citizen collaborations using newmetricsdescriptors

Data usability assessment and recommendations for SDGs GEAR cycle 3.

Data usability assessment and recommendations for SDGs GEAR cycle 3

CS tools design and early prototype available

CS tools design and early prototype available. The demonstration of the early prototype will be included in this deliverable.

Initial report on relevance and quality-related considerations of citizen-science generated data.

Report on relevance and quality-related considerations of citizen-science generated data.

Websites, patent fillings, videos etc. (2)

Dissemination material for GEAR cycles available.
Crowd4SDG website launched.

Open Research Data Pilot (1)

Data Management Plan completed and approved

Demonstrators, pilots, prototypes (1)

Interface for visualisation of team analytics from the platform and from the in situ collected data.

Publications

Peer reviewed articles (18)

On the dominant set selection problem and its application to value alignment

Auteurs: Marc Serramia, Maite López-Sánchez, Stefano Moretti, Juan A. Rodríguez-Aguila
Publié dans: Autonomous Agents and Multi-agent Systems, 2021, ISSN 1387-2532
Éditeur: Kluwer Academic Publishers
DOI: 10.1007/s10458-021-09519-5

A Conceptual Probabilistic Framework for Annotation Aggregation of Citizen Science Data

Auteurs: Jesús Cerquides, Mehmet Oğuz Mülâyim, Jerónimo Hernández-González, Amudha Ravi Shankar, Jose Luis Fernandez-Marquez
Publié dans: Mathematics, 2021, ISSN 2227-7390
Éditeur: Multidisciplinary Digital Publishing Institute
DOI: 10.3390/math9080875

Optimization Techniques and Formal Verification for the Software Design of Boolean Algebra Based Safety-Critical Systems

Auteurs: Jon Perez, Jose Luis Flores, Christian Blum, Jesus Cerquides, Alex Abuin
Publié dans: IEEE Transactions on Industrial Informatics, Numéro 18/1, 2022, Page(s) 620-630, ISSN 1551-3203
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tii.2021.3074394

Is the phase of the menstrual cycle relevant when getting the covid-19 vaccine?

Auteurs: Borja Velasco-Regulez, Jose L Fernandez-Marquez, Nerea Luqui, Jesus Cerquides, Josep Lluis Arcos, Analia Fukelman, & Josep Perelló
Publié dans: American Journal of Obstetrics & Gynecology, Numéro Volume 227, Numéro 6, 2022, Page(s) 913-915, ISSN 1097-6868
Éditeur: Mosby Inc.
DOI: 10.1016/j.ajog.2022.07.052

The OPEN17 Challenge: Online Coaching of Young Innovators to Tackle the Sustainable Development Goals with Citizen Science and Open Data

Auteurs: Maria Rosa Mondardini, Francois Grey
Publié dans: Citizen Science: Theory and Practice, Numéro 8(1), 2023, 2023, ISSN 2057-4991
Éditeur: Ubiquity Press
DOI: 10.5334/cstp.577

Pipeline Design for Data Preparation for Social MediaAnalysis

Auteurs: Carlo A. Bono, Cinzia Cappiello, Barbara Pernici, Edoardo Ramalli, Monica Vitali
Publié dans: ACM Journal on Data and Information Quality, 2023, Page(s) 24, ISSN 1936-1955
Éditeur: Association for Computing Machinary, Inc.

A First Approach to Closeness Distributions

Auteurs: Jesus Cerquides
Publié dans: Mathematics, Numéro 9(23), 2021, Page(s) 3112, ISSN 2227-7390
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/math9233112

Modeling three sources of uncertainty in assisted reproductive technologies with probabilistic graphical models.

Auteurs: Jerónimo Hernández-González, Olga Valls, Adrián Torres-Martín, & Jesús Cerquides
Publié dans: Computers in Biology and Medicine, Numéro 150, 2022, Page(s) 106-160, ISSN 0010-4825
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.compbiomed.2022.106160

Citizen Science: What is in it for the Official Statistics Community?

Auteurs: Elena Proden, Dilek Fraisl, Linda See
Publié dans: Citizen Science: Theory and Practice, Numéro 8(1), 2023, 2023, ISSN 2057-4991
Éditeur: Ubiquity Press
DOI: 10.5334/cstp.584

Mapping the Landscape of Citizen Science in Africa: Assessing its Potential Contributions to Sustainable Development Goals 6 and 11 on Access to Clean Water and Sanitation and Sustainable Cities

Auteurs: Peter Elias, Adenike Shonowo, Alex de Sherbinin, Carolynne Hultquist, Finn Danielsen, Caren Cooper, Maria Mondardini, Elaine Faustman, Anne Browser, Jean-Bernard Minster Minster, Martie van Deventer, Ioana Popescu
Publié dans: Citizen Science: Theory and Practice, Numéro 8(1), 2023, 2023, ISSN 2057-4991
Éditeur: Ubiquity Press
DOI: 10.5334/cstp.601

Crowdsourcing snake identification with online communities of professional herpetologists and avocational snake enthusiasts

Auteurs: A. M. Durso, I. Bolon, A. R. Kleinhesselink, M. R. Mondardini, J. L. Fernandez-Marquez, F. Gutsche-Jones, C. Gwilliams, M. Tanner, C. E. Smith, W. Wüster, F. Grey, R. Ruiz de Castañeda
Publié dans: Royal Society Open Science, Numéro 8/1, 2021, Page(s) 201273, ISSN 2054-5703
Éditeur: Royal Society Open Science
DOI: 10.1098/rsos.201273

A Robust Solution to Variational Importance Sampling of Minimum Variance

Auteurs: Jerónimo Hernández-González, Jesús Cerquides
Publié dans: Entropy, Numéro 22/12, 2020, Page(s) 1405, ISSN 1099-4300
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e22121405

Collaboration and Performance of Citizen Science Projects Addressing the Sustainable Development Goals

Auteurs: Camille Masselot, Rathin Jeyaram, Raphael Tackx, Jose Luis Fernandez-Marquez, François Grey, Marc Santolini
Publié dans: Citizen Science: Theory and Practice, Numéro 8(1), 2023, 2023, ISSN 2057-4991
Éditeur: Ubiquity Press
DOI: 10.5334/cstp.565

A Citizen Science approach for analysing social media with crowdsourcing

Auteurs: Carlo Bono, Mehmet Oğuz Mülâyim, Cinzia Cappiello, Mark Carman, Jesus Cerquides, Jose Luis Fernandez-Marquez, Rosy Mondardini, Edoardo Ramalli, Barbara Pernici
Publié dans: IEEE Access, Numéro Vol. 11, 2023, Page(s) 15329 - 15347, ISSN 1803-7232
Éditeur: IEEE
DOI: 10.1109/access.2023.3243791

CIME: Context-aware geolocation of emergency-related posts

Auteurs: Gabriele Scalia, Chiara Francalanci, Barbara Pernici
Publié dans: GeoInformatica, Numéro 2021, 2021, ISSN 1384-6175
Éditeur: Kluwer Academic Publishers
DOI: 10.1007/s10707-021-00446-x

On the Convergence of Stochastic Process Convergence Proofs

Auteurs: Borja Sánchez-López, Jesus Cerquides
Publié dans: Mathematics, Numéro 9/13, 2021, Page(s) 1470, ISSN 2227-7390
Éditeur: Multidisciplinary Digital Publishing Institute
DOI: 10.3390/math9131470

Knowledge-driven Data Ecosystems Towards Data Transparency

Auteurs: S. Geisler, M.-E. Vidal, C. Cappiello, B. Farias Lóscio, A. Gal, M. Jarke, M. Lenzerini, P. Missier, B. Otto, E. Paja, B. Pernici, J. Rehof
Publié dans: ACM Journal of Data and Information Quality, Numéro in press, 2021, ISSN 1936-1955
Éditeur: Association for Computing Machinary, Inc.

On Simulating the Propagation and Countermeasures of Hate Speech in Social Networks

Auteurs: Maite Lopez-Sanchez, Arthur Müller
Publié dans: Applied Sciences, Numéro 11(24), 2021, Page(s) 12003, ISSN 2076-3417
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/app112412003

Conference proceedings (12)

TriggerCit: Early Flood Alerting using Twitter and Geolocation – A Comparison with Alternative Sources

Auteurs: Carlo Bono (1), Barbara Pernici (1), Jose Luis Fernandez-Marquez (2), Amudha Ravi Shankar (2), Mehmet Oğuz Mülâyim (3), Edoardo Nemni (4 and 5) ((1) Politecnico di Milano, (2) University of Geneva, (3) Artificial Intelligence Research Institute IIIA-CSIC, (4) United Nations Satellite Centre UNOSAT, (5) United Nations Institute for Training and Research UNITAR)
Publié dans: Proceedings of the ISCRAM 2022 Conference, Numéro 2022, yearly conference, 2022
Éditeur: ISCRAM

Building Contrastive Explanations for Multi-Agent Team Formation

Auteurs: Athina Georgara, Juan A. Rodríguez-Aguilar, & Carles Sierra
Publié dans: Proceedings of the 21st International Conference on Autonomous Agents and MultiAgent Systems, Numéro 2022, yearly conference, 2022
Éditeur: International Foundation for Autonomous Agents and Multiagent Systems
DOI: 10.5555/3535850.3535909

Towards a Competence-Based Approach to Allocate Teams to Tasks

Auteurs: Athina Georgara, Juan A. Rodríguez-Aguilar, Carles Sierra
Publié dans: Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems, 2021
Éditeur: International Foundation for Autonomous Agents and Multiagent Systems

Quantified Us: a group-in-the-loop approach to team network reconstruction

Auteurs: Raphael Tackx, Leo Blondel, Marc Santolini
Publié dans: Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers, 2021, Page(s) 502-507, ISBN 9781450384612
Éditeur: ACM
DOI: 10.1145/3460418.3479363

Building Multi-Agent Environments with Theoretical Guarantees on the Learning of Ethical Policies

Auteurs: Manel Rodríguez Soto, Juan A. Rodríguez-Aguilar, & Maite López-Sánchez
Publié dans: Adaptive and Learning Agents Workshop at AAMAS 2022 (ALA 2022), Numéro 2022, 2022
Éditeur: n/a

An Anytime Heuristic Algorithm for Allocating Many Teams to Many Tasks

Auteurs: Athina Georgara, Juan A. Rodríguez-Aguilar, Carles Sierra, Ornella Mich, Raman Kazhamiakin, Alessio P. Approsio, & Jean-Christophe Pazzaglia
Publié dans: Proceedings of the 21st International Conference on Autonomous Agents and MultiAgent Systems, Numéro 2022, yearly conference, 2022
Éditeur: International Foundation for Autonomous Agents and Multiagent Systems
DOI: 10.5555/3535850.3536047

Learning early detection of emergencies from word usage patterns on social media

Auteurs: Carlo Bono, Barbara Pernici (Politecnico di Milano) Mehmet Oğuz Mülâyim (Artificial Intelligence Research Institute IIIA-CSIC)
Publié dans: Proceedings of the ITDRR 2002 Conference, Numéro 2022, yearly conference, 2022
Éditeur: Springer

Guaranteeing the Learning of Ethical Behaviour through Multi-Objective Reinforcement Learning

Auteurs: Manel Rodríguez Soto, Maite López-Sánchez, Juan A. Rodríguez-Aguilar
Publié dans: Proceedings of the Adaptive and Learning Agents Workshop at AAMAS 2021, 2021
Éditeur: Adaptive and Learning Agents Workshop at AAMAS 2021

Multi-Objective Reinforcement Learning for Designing Ethical Environments

Auteurs: Manel Rodriguez-Soto, Maite Lopez-Sanchez, Juan A. Rodriguez Aguilar
Publié dans: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Page(s) 545-551, ISBN 978-0-9992411-9-6
Éditeur: International Joint Conferences on Artificial Intelligence Organization
DOI: 10.24963/ijcai.2021/76

Extracting large scale spatio-temporal descriptions from social media

Auteurs: Carlo Bono, Barbara Pernici, Politecnico di Milano
Publié dans: Proceedings of the SEBD 2022 Conference, Numéro 2022, yearly conference, 2022
Éditeur: ceur

Image-Based Social Sensing: Combining AI and the Crowd to Mine Policy-Adherence Indicators from Twitter

Auteurs: Virginia Negri, Dario Scuratti, Stefano Agresti, Donya Rooein, Gabriele Scalia, Amudha Ravi Shankar, Jose Luis Fernandez Marquez, Mark James Carman, Barbara Pernici
Publié dans: 2021 IEEE/ACM 43rd International Conference on Software Engineering: Software Engineering in Society (ICSE-SEIS), 2021, Page(s) 92-101, ISBN 978-1-6654-0139-5
Éditeur: IEEE
DOI: 10.1109/icse-seis52602.2021.00019

Privacy-Aware Explanations for Team Formation

Auteurs: Athina Georgara, Juan A. Rodríguez-Aguilar, & Carles Sierra
Publié dans: Proceedings of the 24th International Conference on Principles and Practice of Multi-Agent Systems, Numéro 2022, yearly conference, 2022
Éditeur: Springer-Verlag
DOI: 10.1007/978-3-031-21203-1_32

Other (3)

A model to support collective reasoning: Formalization, analysis and computational assessment

Auteurs: Jordi Ganzer, Natalia Criado, Maite Lopez-Sanchez, Simon Parsons, & Juan A. Rodríguez-Aguilar
Publié dans: arXiv, 2020
Éditeur: arXiv
DOI: 10.20350/digitalcsic/13789

Parametrization invariant interpretation of priors and posteriors

Auteurs: Jesús Cerquides
Publié dans: ArXiv, 2021
Éditeur: arXiv

An Epistemology for Democratic Citizen Science

Auteurs: Jaeger, J., Masselot, C., Greshake Tzovaras, B., Senabre Hidalgo, E., Haklay, M., Santolini, M.
Publié dans: 2022
Éditeur: Open Science Framework
DOI: 10.31219/osf.io/j62sb

Book chapters (6)

CROWD4SDG: Crowdsourcing for sustainable developments goals

Auteurs: Pernici, Barbara
Publié dans: SIS 2020 Book of Short papers, eds: Autore/i del libro, A. Pollice, N. Salvati, F. Schirripa Spagnolo, Numéro ISBN 9788891910776, 2020
Éditeur: Pearson

Validation on Real Data of an Extended Embryo-Uterine Probabilistic Graphical Model for Embryo Selection

Auteurs: Adrián Torres-Martín, Jerónimo Hernández-González, Jesus Cerquides
Publié dans: Frontiers in Artificial Intelligence and Applications, Numéro 2021, yearly conference, 2021
Éditeur: IOS Press
DOI: 10.3233/faia210139

Modeling Adaptive Data Analysis Pipelines for Crowd-Enhanced Processes

Auteurs: Cinzia Cappiello, Barbara Pernici, Monica Vitali
Publié dans: Conceptual Modeling - 40th International Conference, ER 2021, Virtual Event, October 18–21, 2021, Proceedings, Numéro 13011, 2021, Page(s) 25-35, ISBN 978-3-030-89021-6
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-89022-3_3

Automatic Outdoor Image Geolocation with Focal Modulation Networks

Auteurs: Fabio Murgese, Gerard Alcaina, Mehmet Oğuz Mülâyim, Jesus Cerquides, & Jose Luis Fernandez Marquez
Publié dans: Frontiers in Artificial Intelligence and Applications, Numéro 2022, yearly conference, 2022
Éditeur: IOS Press
DOI: 10.3233/faia220349

About the Quality of Data and Services in Natural Sciences

Auteurs: Barbara Pernici, Francesca Ratti, Gabriele Scalia
Publié dans: Next-Gen Digital Services. A Retrospective and Roadmap for Service Computing of the Future - Essays Dedicated to Michael Papazoglou on the Occasion of His 65th Birthday and His Retirement, Numéro 12521, 2021, Page(s) 236-248, ISBN 978-3-030-73202-8
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-73203-5_18

Countering Negative Effects of Hate Speech in a Multi-Agent Society

Auteurs: Arthur Müller, Maite López-Sánchez
Publié dans: Frontiers in Artificial Intelligence and Applications, Numéro 2021, yearly conference, 2021
Éditeur: IOS Press
DOI: 10.3233/faia210122