Research Papers – Peer-Reviewed
Ekman, K., Ponti, M., Grau, M.P., Steffansen, R. N., Lissandrello, E., & Castell, N. (2023). Agency and responsibility in smart air pollution monitoring. Proceedings of the 8thInternational Conference on Smart and Sustainable Technologies (SpliTech), 21-23 June, 2023. Split-Bol, Croatia. IEEE Publisher. Fulltext
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 Computation, 8(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
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.
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Marisa Ponti 