Corrado Monti

Machine Learning


Likelihood-Based Methods Improve Parameter Estimation in Opinion Dynamics Models

Jacopo Lenti, Corrado Monti, Gianmarco De Francisci Morales.

Proceedings of the 17th ACM International Conference on Web Search and Data Mining (WSDM '24).

Link | PDF | GitHub

A True-to-the-model Axiomatic Benchmark for Graph-based Explainers

Corrado Monti, Paolo Bajardi, Francesco Bonchi, André Panisson, Alan Perotti

Transactions on Machine Learning Research (4/2024).

PDF | GitHub

On Learning Agent-Based Models from Data

Corrado Monti, Marco Pangallo, Gianmarco De Francisci Morales, Francesco Bonchi.

Scientific Reports 13 (1), June 2023 (Nature Publishing Group)

Link | PDF | GitHub

The language of opinion change on social media under the lens of communicative action

Corrado Monti, Luca Maria Aiello, Gianmarco De Francisci Morales, Francesco Bonchi

Scientific Reports 12 (1), October 2022 (Nature Publishing Group)

Link | PDF | GitHub | Blogpost

Cascade-Based Echo Chamber Detection

Marco Minici, Federico Cinus, Corrado Monti, Giuseppe Manco, and Francesco Bonchi.

Proceedings of the 31th ACM International Conference on Information and Knowledge Management (CIKM 2022). ACM, 2022.

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Learning Ideological Embeddings from Information Cascades

Corrado Monti, Giuseppe Manco, Cigdem Aslay, and Francesco Bonchi.

Proceedings of the 30th ACM International Conference on Information and Knowledge Management (CIKM 2021). ACM, 2021.

Link | PDF | GitHub | Talk

Clandestino or Rifugiato? Anti-immigration Facebook Ad Targeting in Italy

Arthur Capozzi, Gianmarco De Francisci Morales, Yelena Mejova, Corrado Monti, Andre Panisson and Daniela Paolotti.

CHI Conference on Human Factors in Computing Systems (CHI '21). ACM, 2021.

Link | PDF | DataViz

Awarded as Best Paper! 🏆

Learning Opinion Dynamics From Social Traces

Corrado Monti, Gianmarco De Francisci Morales, and Francesco Bonchi.

Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD2020). ACM, 2020.

Link | PDF | GitHub | Short video

Roots of Trumpism: Homophily and Social Feedback in Donald Trump Support on Reddit

Joan Massachs, Corrado Monti, Gianmarco De Francisci Morales, and Francesco Bonchi.

Proceedings of the 12th ACM Conference on Web Science (WebScience2020). ACM, 2020.

Link | PDF | GitHub

Awarded with a Honorable Mention for Best Paper! 🎖

Social classes and Italian elections

Italian, not peer-reviewed.

Corrado Monti. “Classi Sociali Nelle Elezioni 2018 e 2019: Un’analisi Bayesiana Del Voto.” Centro Studi Argo, 2019.

Link | GitHub

Estimating Latent Feature-Feature Interactions in Large Feature-Rich Graphs

Included in my PhD thesis.

Corrado Monti and Paolo Boldi.

Internet Mathematics, 2017.

Link | PDF

Learning Latent Category Matrix to Find Unexpected Relations in Wikipedia

Included in my PhD thesis.

Paolo Boldi and Corrado Monti.

Proceedings of the 8th ACM Conference on Web Science, (WebSci2016), ACM 2016.

Link | PDF | GitHub

Modelling Political Disaffection from Twitter Data

Corrado Monti, Alessandro Rozza, Giovanni Zappella, Matteo Zignani, Adam Arvidsson, and Elanor Colleoni.

Proceedings of the Second International Workshop on Issues of Sentiment Discovery and Opinion Mining (WISDOM '13), KDD 2013 Workshop, ACM.

Link | PDF