FEDERICO CINUS

PhD Student

PhD program:: XXXVI
email: cinus@diag.uniroma1.it




supervisor: Francesco Bonchi

Federico is a third-year Ph.D. student in Data Science at La Sapienza, currently being supervised by Francesco Bonchi at the CENTAI Institute in Turin. His research focuses on several areas of data science, including Opinion dynamics, Opinion optimization, Socio-demographic attributes inference, Polarization in social media, Echo chamber Detection, Information diffusion, and Probabilistic modeling. As part of his Ph.D. studies, Federico completed an internship at the Theoretical Computer Science lab at KTH, where he was supervised by Prof. Aristides Gionis.

In addition to his current Ph.D. studies, Federico has spent two years as an Undergraduate Research Student and a Junior Research Data Scientist at the ISI Foundation in Turin, further expanding his expertise in the field. Federico obtained his M.Sc. in Physics of Complex Systems at the University of Turin in 2019, where he defended a thesis titled "WoMG: a Word-of-Mouth Cascades Generator." This thesis was supervised by Francesco Bonchi, Corrado Monti, and André Panisson at the CENTAI Institute.

Research products

11573/1697847 - 2023 - Rebalancing Social Feed to Minimize Polarization and Disagreement
Cinus, Federico; Gionis, Aristides; Bonchi, Francesco - 02a Capitolo o Articolo
book: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management - ()

11573/1671316 - 2022 - The effect of people recommenders on echo chambers and polarization
Cinus, Federico; Minici, Marco; Monti, Corrado; Bonchi, Francesco - 04b Atto di convegno in volume
conference: Proceedings of the Sixteenth International AAAI Conference on Web and Social Media ia (ICWSM2022) (Atlanta, Georgia, USA)
book: Proceedings of the Sixteenth International AAAI Conference on Web and Social Media - (978-1-57735-875-6; 1-57735-875-9)

11573/1671318 - 2022 - Cascade-based echo chamber detection
Minici, Marco; Cinus, Federico; Monti, Corrado; Bonchi, Francesco; Manco, Giuseppe - 04b Atto di convegno in volume
conference: 31st ACM International Conference on Information and Knowledge Management, CIKM 2022 (Atlanta, GA; USA)
book: CIKM '22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management - (9781450392365)

11573/1616835 - 2021 - Forecast of Distributed Energy Generation and Consumption in a Partially Observable Electrical Grid: A Machine Learning Approach
Amparore, Elvio G.; Cinus, Federico; Maestri, Cristiano; Petrocchi, Leonardo; Polinelli, Dario; Scarpa, Fabio; Perotti, Alan; Panisson´, Andre; Bajardi, Paolo - 02a Capitolo o Articolo
book: 2021 IEEE Madrid PowerTech - (978-166543597-0)

11573/1616841 - 2021 - WoMG: A Library for Word-of-Mouth Cascades Generation
Cinus, Federico; Bonchi, Francesco; Monti, Corrado; Panisson, André - 04b Atto di convegno in volume
conference: 14th ACM International Conference on Web Search and Data Mining, WSDM 20218 March 2021 through 12 March 2021 (Virtual, Online)
book: WSDM '21: Proceedings of the 14th ACM International Conference on Web Search and Data Mining - (978-1-4503-8297-7)

11573/1616846 - 2020 - Generating realistic interest-driven information cascades
Cinus, Federico; Bonchi, Francesco; Monti, Corrado; Panisson, André - 04b Atto di convegno in volume
conference: 14th International AAAI Conference on Web and Social Media, ICWSM 2020 (Atlanta, Virtual)
book: Fourteenth International AAAI Conference on Web and Social Media - (978-1-57735-823-7)

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