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The three published works that best represent my research activity, interests and approaches
The three published works that best represent my research activity, interests and approaches
On the “mementum” of meme stocks
with Michele Costola & Matteo Iacopini
https://doi.org/10.1016/j.econlet.2021.110021
Economics Letters
On the “mementum” of meme stocks
with Michele Costola & Matteo Iacopini
https://doi.org/10.1016/j.econlet.2021.110021
Economics Letters
The architecture of partisan debates: The online controversy on the no-deal Brexit
The architecture of partisan debates: The online controversy on the no-deal Brexit
with Massimo Warglien
https://doi.org/10.1371/journal.pone.0270236
PLoS one
Filtering the intensity of public concern from social media count data with jumps
with Matteo Iacopini
https://doi.org/10.1111/rssa.12704
Journal of the Royal Statistical Society Series A: Statistics in Society
Filtering the intensity of public concern from social media count data with jumps
with Matteo Iacopini
https://doi.org/10.1111/rssa.12704
Journal of the Royal Statistical Society Series A: Statistics in Society
Manuscripts Under Review & Work in Progress
Manuscripts Under Review & Work in Progress
Submitted articles
submitted to Research Policy:
Colapinto, C., Plechero, M., & Santagiustina, C. R. M. A. (under review). Where's the Beef? Institutional (De)Legitimation of Cultured Meat in France and Italy. Preprint available at: hal.science/hal-04940187
submitted to the Journal of Quantitative Description: Digital Media:
Santagiustina, C. R. M. A., & Ramacciotti, P. (under review). Mapping the e-petition ecosystem through Social Media: mobilization in the EU across issues and ideologies. Available upon request.
Working papers (to be submitted soon)
Santagiustina, C. R. M. A., Cointet, J.-P., & Ramacciotti, P. (TBD). Mapping the Expression of Political Identity: Differential issue-based self-identification across the Left–Right spectrum. Preprint (working paper version) available at: hal.science/hal-04874311v2
Santagiustina, C. R. M. A., Warglien, M., Barozzi, G., Capelli, S. Choudhury, P. (TBD). Multiple Workspaces: Where do you work when you can work from anywhere? Available upon request.
Santagiustina, C. R. M. A., Choudhury, P., & Warglien, M. (TBD). From Work Spaces to Work Environments: A Relational Representation of Work. Available upon request.
Santagiustina, C. R. M. A., Warglien, M. (TBD). Entangled interviews: A relational approach for identifying Q&A dependencies and deviations in (semi-structured) interviews. Available upon request.
Work in Progress
Santagiustina, C. R. M. A., & Ramacciotti, P. (TBD). How political attitudes and identities drive e-petition sharing on social media.
Faverjon, T., Ramacciotti, P., & Santagiustina, C. R. M. A. (TBD). Changes in AI risk narratives after the launch of ChatGPT.
Santagiustina, C. R. M. A., Choudhury, P., & Warglien, M. (TBD). (Re)socializing the work environment through RaH: Studying community building in multiple workplaces through a field experiment.
Peer Reviewed Manuscripts Published in International Scientific Journals
Peer Reviewed Manuscripts Published in International Scientific Journals
Minello, G., Santagiustina, C. R. M. A., & Warglien, M. (2024). LDA2Net Digging under the surface of COVID-19 scientific literature topics via a network-based approach. Plos one, 19(4), e0300194. doi.org/10.1371/journal.pone.0300194
(SJR 2024: Q1 · Joint lead author · Equal contribution)Paladini, M., Santagiustina, C. R. M. A., Sartoris, C., Saya, G., Schiavinato, M., & Traviglia, G. (2024). The AquaGranda digital community memory: Activating awareness about climate risk. Artnodes, (33). doi.org/10.7238/artnodes.v0i33.417840
(SJR 2024: Q1 · Joint lead author · Equal contribution)Cruciani, C., & Santagiustina, C. R. M. A. (2023). The present and future of sustainability disclosure in equity investment funds’ pre-contractual documents: Mapping ESG discourse through STM. Finance Research Letters, 58, 104033. doi.org/10.1016/j.frl.2023.104033
(SJR 2024: Q1 · Joint lead author · Equal contribution)Santagiustina, C. R. M. A., & Warglien, M. (2022). The architecture of partisan debates: The online controversy on the no-deal Brexit. PLoS one, 17(6), e0270236. doi.org/10.1371/journal.pone.0270236
(SJR 2024: Q1 · Corresponding author · Lead author · Equal contribution)Costola, M., Iacopini, M., & Santagiustina, C. R. M. A. (2021). Google search volumes and the financial markets during the COVID-19 outbreak. Finance Research Letters, 42, 101884. doi.org/10.1016/j.frl.2020.101884
(SJR 2024: Q1 · Corresponding author · Equal contribution)Costola, M., Iacopini, M., & Santagiustina, C. R. M. A. (2021). On the “mementum” of meme stocks. Economics Letters, 207, 110021. doi.org/10.1016/j.econlet.2021.110021
(SJR 2024: Q2 · Joint lead author · Equal contribution)Iacopini, M., & Santagiustina, C. R. M. A. (2021). Filtering the intensity of public concern from social media count data with jumps. Journal of the Royal Statistical Society Series A: Statistics in Society, 184(4), 1. doi.org/10.1111/rssa.12704
(SJR 2024: Q1 · Joint lead author · Equal contribution)
Recent Peer-Reviewed Manuscripts Accepted for Presentation at International Conferences
Recent Peer-Reviewed Manuscripts Accepted for Presentation at International Conferences
accepted for presentation at IC2S2 2025:
Santagiustina, C. R. M. A., Cointet, J.-P., & Ramacciotti, P. (2025, July). Expressing One’s Identity Online: Left–Right and cross EU-country variation in self-representation in social media. Preprint available at: hal.science/hal-04874311
accepted for presentation at 3rd Vienna Workshop on Economic Forecasting 2025:
Baltodano, O., Costantini, M., Santagiustina, C. R. M. A., & Iacopini, M. (2025, June) Forecasting Univariate Count Time Series. Available upon request.
accepted for presentation at 2025 RSA Annual Conference:
Colapinto, C., Plechero, M., & Santagiustina, C. R. M. A. (2025, May) Where's the Beef? Institutional (De) Legitimation of Cultured Meat in France and Italy. Preprint available at: hal.science/hal-04940187
accepted for presentation at WOA XXV :
Bonesso, S., Cortellazzo, L., Milani, G., & Santagiustina Carlo, R. M. A. (2024, July). The impact of career shock on future work self dynamics: mapping the Covid case through Topic Modeling. In Crossroads for Organizations: Time, Space, and People. WOA. Available upon request.
Peer-Reviewed Manuscripts Published in International Conference Proceedings
Peer-Reviewed Manuscripts Published in International Conference Proceedings
Blin, I., Stork, L., Spillner, L., & Santagiustina, C. R. M. A. (2023, December). OKG: A Knowledge Graph for Fine-grained Understanding of Social Media Discourse on Inequality. In Proceedings of the 12th Knowledge Capture Conference 2023 (pp. 166-174). doi.org/10.1145/3587259.3627557
Porzel, R., Pomarlan, M., Spillner, L., Bateman, J., Mildner, T., & Santagiustina, C. R. M. A. (2022, October). Narrativizing knowledge graphs. In KGSum2022 - International Workshop on Knowledge Graph Summarization. Available at: ceur-ws.org/Vol-3257/paper11.pdf
Spillner, L., Santagiustina, C. R. M. A., Mildner, T., & Porzel, R. (2022, July). Towards conflictual narrative mechanics. In ECAI / IJCAI 2022 - Workshop on semantic techniques for narrative-based understanding. Available at: ceur-ws.org/Vol-3322/short4.pdf
Books, Chapters and Contributions to Volumes
Books, Chapters and Contributions to Volumes
Spillner, L., Santagiustina, C. R. M. A., Mildner, T., & Porzel, R. (2025). Mapping and Exploring the Dynamics of Inequality Narratives Through Social Media. In Narrative-based Understanding of Society. Venice International University, Venice. doi.org/10.5281/zenodo.15093258
Santagiustina, C. R. M. A. (2022). From Narrative Economics to Economists’ Narratives. In Foundations for Meaning and Understanding in Human-centric AI. Venice International University, Venice. doi.org/10.5281/zenodo.6666820
Sartoris, C., Paladini, M., Santagiustina, C. R. M. A., Schiavinato, M., & Traviglia, G. (2021). How to digitally construct a community memory. In Aqua Granda A digital community memory. Science Gallery, Venice. doi.org/10.5281/zenodo.4739305
Santagiustina, C. R. M. A., Steels, L., Sartoris, C. (2021). Metamorphosis. In Aqua Granda A digital community memory. Science Gallery, Venice. doi.org/10.5281/zenodo.4739305
(minor contribution to) Stocker, G., Jandl, M., & Hirsch, A. (Eds.). (2021). The Practice of Art and AI. Ars Electronica, Art, Technology & Society. ars.electronica.art/newdigitaldeal/files/2021/08/artandai.pdf
(contribution to Ch 5 in) Bounegru, L., Gray, J., Venturini, T., & Mauri, M. (Eds.). (2018). A Field Guide to " Fake News" and Other Information Disorders: A Collection of Recipes for Those Who Love to Cook with Digital Methods. Public Data Lab, Amsterdam. fakenews.publicdatalab.org
(PhD thesis) Santagiustina, C. R. M. A. (2018). Talking About Uncertainty. Ca’Foscari University, Venice. http://dx.doi.org/10.13140/RG.2.2.23736.80647
Contributions to European Research Projects' Deliverables
Contributions to European Research Projects' Deliverables
Santagiustina, C. R. M. A., Cointet, J.-P., Pournaki, A., Olbrich, E., Royo-Letelier, J., Ramaciotti, P. (2025). Mapping political activity in attitude spaces. SoMe4Dem Deliverable 2.2. Available upon request.
Cruciani, C., Santagiustina, C. R. M. A., Sartoris, C., Warglien, M. (2024). Survey on experiments about trust and collaborative vs conflictual language. SoMe4Dem Deliverable 3.1. hal.science/hal-04922031v1
Blin, I. Santagiustina, C. R. M. A., Spillner, L., Stork, L. (2023). Social Inequality Observatory. MUHAI Deliverable 3.1. Available upon request.
Blin, I., Morbiato, A., Santagiustina, C. R. M. A., Steels, L., Stork, L., Ten Teije, A., Van Harmelen, F., van Trijp, R., Vilarroya, O. (2022) Foundations for Incorporating Meaning and Understanding in Human-centric AI. MUHAI Deliverable 1.1. Available upon request.
Steels, L. Santagiustina, C. R. M. A, Porzel, R. (2022) MUHAI Ethics Report. MUHAI Deliverable 4.3. Available upon request.
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