Search Results for author: Corrado Monti

Found 5 papers, 3 papers with code

Cascade-based Echo Chamber Detection

1 code implementation9 Aug 2022 Marco Minici, Federico Cinus, Corrado Monti, Francesco Bonchi, Giuseppe Manco

Experiments on synthetic data show that our algorithm is able to correctly reconstruct ground-truth latent communities with their degree of echo-chamber behavior and opinion polarity.

Stance Detection

On learning agent-based models from data

no code implementations10 May 2022 Corrado Monti, Marco Pangallo, Gianmarco De Francisci Morales, Francesco Bonchi

In this paper, we propose a protocol to learn the latent micro-variables of an ABM from data.

Learning Ideological Embeddings from Information Cascades

1 code implementation28 Sep 2021 Corrado Monti, Giuseppe Manco, Cigdem Aslay, Francesco Bonchi

Modeling information cascades in a social network through the lenses of the ideological leaning of its users can help understanding phenomena such as misinformation propagation and confirmation bias, and devising techniques for mitigating their toxic effects.


Learning Opinion Dynamics From Social Traces

1 code implementation2 Jun 2020 Corrado Monti, Gianmarco De Francisci Morales, Francesco Bonchi

In this work we propose an inference mechanism for fitting a generative, agent-like model of opinion dynamics to real-world social traces.

Graph Mining Link Sign Prediction +3

Estimating latent feature-feature interactions in large feature-rich graphs

no code implementations3 Dec 2016 Corrado Monti, Paolo Boldi

Other authors, instead, developed more sophisticated models, that are able to handle complex feature interactions, but are unfit to scale to very large networks.

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