Recent Publications

Research Papers – Peer-Reviewed

Ponti, M., Skarpeti, A., and Kestemont, B. (2022). AI and Citizen Science for Serendipity. Paper (work-in-progress) accepted to the Open Innovation in Science (OIS) Research Conference, CERN IdeaSquare, May 11-13, 2022, Geneva.

Utterberg Modén, M., Lundin, J., Tallvid, M., and Ponti, M. (2022). Involving teachers in meta-design of AI to ensure situated fairness. Presented at CoPDA 2022 – 6th International Workshop on Cultures of Participation in the Digital Age: AI for Humans or Humans for AI? June 7, 2022, Frascati (Rome), Italy. In conjunction with AVI 2022. Included in Barricelli, B.R. et al (eds) CEUR Workshop Proceedings, pp. 36-42.

Ponti, M., Kasperowski, D., and Gander, A-J (2022). Narratives of epistemic agency in citizen science classification projects: ideals of science and roles of citizens. AI & Society: Knowledge, Culture and Communication. https://doi.org/10.1007/s00146-022-01428-9

Ponti, M., Seredko, A. (2022) Human-machine-learning integration and task allocation in citizen science. Humanit Soc Sci Commun 9, 48. https://doi.org/10.1057/s41599-022-01049-z

Beck, S., Bercovitz, J., Bergenholtz, C., Brasseur, T. M., D’Este, P., Dorn, A., Doser, M., Dosi, C., Effert, A., Furtuna, R., Goodyear, M., Grimpe, C., Haeussler, C., Hans, F., Heinisch, B., Katona, N., Kleinberger-Pierer, H., Kokshagina, O., LaFlamme, M., Lawson, L., Lehner, P., Lifshitz-Assaf, H., Lukas, W., Marchini, S., Mitterhauser, M., Moscato, F., Nordberg, M., Norn, M. T., Poetz, M., Ponti, M., Pruschak, G., Rafner, J. F., Romasanta, A. K., Ruser, A., Sameed, M., Sauermann, H., Suess-Reyes, J., Tucci, C. L., Tuertscher, P., Vicente Sáez, R., Vignoli, M., and Zyontz, S. 2021. Experimenting with Open Innovation in Science (OIS) practices: A novel approach to co-developing research proposals. CERN IdeaSquare Journal of Experimental Innovation, 5(2), 28-49. https://doi.org/10.23726/cij.2021.1328

Ostermann, O.F., Kloetzer, L., Ponti, M., and Schade, S. (eds) (2021). Special Issue: Crowd AI for Good. Human Computation, 8(2). https://hcjournal.org/index.php/jhc

Ponti, M., Kloetzer‬, L., Miller, G., Ostermann, F. O., & Schade, S. (2021). Can’t we all just get along? Citizen scientists interacting with algorithms. Human Computation8(2), 5-14. https://doi.org/10.15346/hc.v8i2.128

Balestrini, M., Kotsev, A., Ponti, M., and Schade, S. (2021). Collaboration Matters: The Challenges of Capacity, Up-Scaling, Spreading, and Sustainability in Citizen-Generated Data Projects” in Humanities and Social Sciences Communications. Available at https://www.nature.com/articles/s41599-021-00851-5

Franzen, M., Kloetzer, L., Ponti, M., Trojan, J., and Vicens, J. (2021). Machine learning in citizen science: promises and implications. In Vohland, K., Land, A., Ceccaroni, L., Perreló, J., Ponti, M., Samson, R., Wagenknecht, K., and Lemmens, R. (Eds). The Science of Citizen Science.Final Book of the COST Action CA15212. Open access publication. Springer Nature: Switzerland. https://link.springer.com/chapter/10.1007/978-3-030-58278-4_10

Klimczuk, A., Perelló, J., Land-Zandstra, A., Vohland, K., Wagenknecht, K., Narraway, C.,  Lemmens, R., and Ponti, M. (2021). The Recent Past and Possible Futures of Citizen Science: Final Remarks.  In: Vohland, K., Land, A., Ceccaroni, L., Perrelló, J., Ponti, M., Samson, R., Wagenknecht, K., and Lemmens, R. (Eds) (2021). The Science of Citizen Science. Final Book of the COST Action CA15212. 

Vohland, K., Land, A., Ceccaroni, L., Perrelló, J., Ponti, M., Samson, R., Wagenknecht, K., and Lemmens, R. (Eds) (2021). The Science of Citizen Science. Springer Nature: Switzerland. https://link.springer.com/book/10.1007/978-3-030-58278-4

Micheli, M., Ponti, M. Craglia, M., & Suman Berti, A. (2020). Emerging models of data governance in the age of datafication. Big Data & Society. Blog post: https://bigdatasoc.blogspot.com/2020/09/emerging-models-of-data-governance-in.html.  Full-text article: https://journals.sagepub.com/doi/10.1177/2053951720948087

Beck, S., Bergenholtz, C., Bogers, M., [and 44 others, including Ponti, M.]. (2020). The open innovation in science research field: a collaborative conceptualisation approach. Industry and Innovation, Special Issue on Open Innovation in Science. Taylor & Francis Online. https://www.tandfonline.com/doi/full/10.1080/13662716.2020.1792274

Vohland, K., Sauermann, H., Antoniou, V., Balazs, B., Göbel, C., Karatzas, K., Mooney, P., Perelló, J., Ponti, M., Samson, R., & Winter, S. (2020).  Citizen science and sustainability transitions. Research Policy, 49(5). Available at: https://www.sciencedirect.com/science/article/pii/S0048733320300585

Díaz, C., Ponti, M., Haikka, P., Basaiawmoit, R., & Sherson, J. (2019). More than data gatherers: exploring player experience in a citizen science game. Quality and User Experience, 5(1). Available at: https://link.springer.com/article/10.1007/s41233-019-0030-8.

Brovelli, M.A., Ponti, M., Schade, S., & Solis, P. (2020). Citizen Science in Support of Digital Earth. In Guo, H. D., Goodchild, M. F. & Annoni, A. (Eds.), Manual of Digital Earth (pp. 593-622). Springer Verlag: Singapore.

Skarlatidou, A., Ponti, M., Sprinks, J., Haklay, M., Nold, C., & Kanjo, E. (Eds.). (2019). Guest Editorial on Special Issue: User Experience of Digital Technologies in Citizen Science. Journal of Science Communication. https://jcom.sissa.it/archive/18/01/JCOM_1801_2019_E

Pre-Print

Semenov, A., Zhang, Y., Ponti, M. (2022). Who will stay? Using Deep Learning to predict engagement of citizen scientists. https://doi.org/10.48550/arXiv.2204.14046

Policy Work

Craglia, M., Scholten, H.J., Micheli, M., Hradec, J., Calzada Mugica, I., Luitjens, S., Ponti, M. and Boter, J., Digitranscope: Key findings, Publications Office of the European Union, Luxembourg, 2021, ISBN 978-92-76-30424-1 (online), doi:10.2760/169341 (online), JRC124113.

Craglia, M., Scholten, H.J., Micheli, M., Hradec, J., Calzada Mugica, I., Luitjens, S., Ponti, M. and Boter, J., Digitranscope: The governance of digitally-transformed society, EUR 30590 EN, Publications Office of the European Union, Luxembourg, 2021, ISBN 978-92-76-30229-2 (online), doi:10.2760/503546 (online), JRC123362.

Ponti M. and Craglia M. Citizen-generated data for public policy. European Commission, Ispra, 2020 JRC120231. (A shorter version of this completion report will be published in a chapter included in the final book of the Digitranscope Project: DigiTranScope: The governance of  the digitally-transformed society).

Micheli, M., Ponti, M., Luitjens, S., Scholten, H., and Craglia, M. (2019). Connecting Policy Developers and Decision Makers with the Digitranscope Experiments. Brief report of the Workshop, JRC Conference and Workshop Report. European Commission. https://ec.europa.eu/jrc/communities/en/community/digitranscope/document/digitranscope-report-workshop-connecting-policy-developers-and

Ponti, M., Micheli, M., Scholten, H., & Craglia, M. (2019). Internet of Things: Implications for Governance. 4th Workshop of the Digitranscope Project. JRC Conference and Workshop Report. European Commission, 2019,  JRC117130. https://ec.europa.eu/jrc/communities/sites/jrccties/files/iot-_implications_for_governance_final_report.pdf

Micheli, M., Blakemore, M., Ponti, M., Scholten, H. & Craglia, M. (eds.). (2018). The Governance of Data in a Digitally Transformed European Society. 2nd Workshop of the DigiTranScope Project. JRC Conference and Workshop Report. European Commission, 2018, JRC114711.

Schade, S., & Ponti, M. (2019). Exploring the Interplay between Human Learning and Machine Learning – The Citizen Science Perspective. Mission Report. Workshop organised by the JRC work packages DigiTranScope, CSData and HUMAINT, in collaboration with the COST Action Citizen Science to promote creativity, scientific literacy, and innovation throughout Europe. JRC Seville, Spain.

All

View here a complete list of publications

 

Leave a Reply

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out /  Change )

Twitter picture

You are commenting using your Twitter account. Log Out /  Change )

Facebook photo

You are commenting using your Facebook account. Log Out /  Change )

Connecting to %s