Collective Learning Data Lab

Project Information

LearnData

Grant agreement ID: 101086712

DOI

10.3030/101086712

EC signature date 7 November 2022

Start date 1 January 2023

End date 31 December 2027

Funded under

• Widening participation and spreading excellence

Total cost

€ 2 493 750,00

EU contribution

€ 2 493 750,00

Coordinated by

BUDAPESTI CORVINUS EGYETEM
Hungary

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Documents, reports (3)

1 working paper and metadata_pt1

-1 Working paper or GitHub repositories, 1 database with metadata shared in public repositories (month 15)

10 scientific papers

Task 4: Scientific collaboration projects within CUB, and within the regionDeliverables: 4 and 6 Scientific papers submitted in collaboration with other CUB & Hungarian researchers (month 16 and 36)

Plan for dissemination and comminucation

Task 1: Communication on the formation of the new group

Publications

Conference proceedings (1)

Why People Judge Humans Differently from Machines: The Role of Perceived Agency and Experience

Author(s): Zhang, Jingling; Conway, Jane; Hidalgo, César A.
Published in: Conference on Cognitive Infocommunications (CogInfoCom), 2023, ISBN 979-8-3503-2565-2
Publisher: IEEE 2023
DOI: 10.48550/arxiv.2210.10081

Peer reviewed articles (16)

Milgram’s experiment in the knowledge space: individual navigation strategies

Author(s): Manran Zhu; János Kertész
Published in: EPJ Data Science, 2025, ISSN 2193-1127
Publisher: Springer
DOI: 10.1140/EPJDS/S13688-025-00558-6

Mapping global value chains at the product level

Author(s): Lea Karbevska; César A. Hidalgo 0001
Published in: EPJ Data Science, 2025, ISSN 2193-1127
Publisher: Springer
DOI: 10.1140/EPJDS/S13688-025-00521-5

The role of immigrants, emigrants and locals in the historicalformation of European knowledge agglomerations

Author(s): Philipp Koch, Viktor Stojkoski, César A. Hidalgo
Published in: Regional Studies, 2023, ISSN 1360-0591
Publisher: Routledge
DOI: 10.1080/00343404.2023.2275571

Investigating patterns of tourist movement using multiple data sources

Author(s): Margarida Abreu Novais, Bruno Del Papa, Qiwei Han, Kaushik Mohan, Orsolya Vásárhelyi, Yanbing Wang, Leid Zejnilovic
Published in: Journal of Vacation Marketing, 2025, ISSN 1356-7667
Publisher: SAGE Publications
DOI: 10.1177/13567667241297706

The disparities and development trajectories of nations in achieving the sustainable development goals

Author(s): Fengmei Ma, Heming Wang, Asaf Tzachor, César A. Hidalgo, Heinz Schandl, Yue Zhang, Jingling Zhang, Wei-Qiang Chen, Yanzhi Zhao, Yong-Guan Zhu, Bojie Fu
Published in: Nature Communications, Issue 16, 2025, ISSN 2041-1723
Publisher: Springer Science and Business Media LLC
DOI: 10.1038/S41467-025-56076-6

Large language models (LLMs) as agents for augmented democracy

Author(s): Jairo F. Gudiño; Umberto Grandi; César Hidalgo
Published in: Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 2024, ISSN 1471-2962
Publisher: The Royal Society
DOI: 10.1098/RSTA.2024.0100

Estimating digital product trade through corporate revenue data

Author(s): Viktor Stojkoski, Philipp Koch, Eva Coll, César A. Hidalgo
Published in: Nature Communications, Issue 15, 2024, ISSN 2041-1723
Publisher: Springer Science and Business Media LLC
DOI: 10.1038/S41467-024-49141-Z

Individual differences in knowledge network navigation

Author(s): Manran Zhu, Taha Yasseri, János Kertész
Published in: Scientific reports, 2024, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/S41598-024-58305-2

Quantifying behavior-based gender discrimination on collaborative platforms

Author(s): Vásárhelyi, O; Vedres, B
Published in: PNAS Nexus, 2025, ISSN 2752-6542
Publisher: Oxford University Press
DOI: 10.1093/PNASNEXUS/PGAF026

The policy implications of economic complexity

Author(s): César A. Hidalgo
Published in: Research Policy, Issue 104863, 2023, ISSN 1873-7625
Publisher: Elsevier
DOI: 10.1016/J.RESPOL.2023.104863

Social bots spoil activist sentiment without eroding engagement

Author(s): Linda Li, Orsolya Vásárhelyi, Balázs Vedres
Published in: Scientific Reports, Issue 14, 2024, ISSN 2045-2322
Publisher: Springer Science and Business Media LLC
DOI: 10.1038/S41598-024-74032-0

Understanding political divisiveness using online participation data from the 2022 French and Brazilian presidential elections

Author(s): Carlos Navarrete, Mariana Macedo, Rachael Colley, Jingling Zhang, Nicole Ferrada, Maria Eduarda Mello, Rodrigo Lira, Carmelo Bastos-Filho, Umberto Grandi, Jérôme Lang, César A. Hidalgo
Published in: Nature Human Behaviour, Issue 137148, 2023, ISSN 2397-3374
Publisher: Nature Publishing Group
DOI: 10.1038/S41562-023-01755-X

Intercity connectivity and urban innovation

Author(s): Xiaofan Liang, César A. Hidalgo, Pierre-Alexandre Balland, Siqi Zheng, Jianghao Wang
Published in: Computers, Environment and Urban Systems, Issue 102092, 2024, ISSN 0198-9715
Publisher: Elsevier
DOI: 10.1016/J.COMPENVURBSYS.2024.102092

Augmenting the availability of historical GDP per capita estimates through machine learning

Author(s): Philipp Koch, Viktor Stojkoski, César A. Hidalgo
Published in: Proceedings of the National Academy of Sciences, Issue 121, 2024, ISSN 0027-8424
Publisher: Proceedings of the National Academy of Sciences
DOI: 10.1073/PNAS.2402060121

Autism shapes social integration and reciprocity in elementary classrooms

Author(s): Patricia Soto-Icaza, Melanie Oyarzun, Tamara Yaikin, Mirla Arcos-Polanco, Cristian Candia, Carlos Rodríguez-Sickert, Pablo Billeke
Published in: Scientific Reports, Issue 15, 2025, ISSN 2045-2322
Publisher: Springer Science and Business Media LLC
DOI: 10.1038/S41598-025-24190-6

Early career wins and tournament prestige characterize tennis players’ trajectories

Author(s): Zappalà, Chiara; Sousa, Sandro; Cunha, Tiago; Pluchino, Alessandro; Rapisarda, Andrea; Sinatra, Roberta
Published in: EPJ Data Science, 2024, ISSN 2193-1127
Publisher: Springer
DOI: 10.1140/EPJDS/S13688-024-00472-3