Search Results for author: Giovanni Mauro

Found 3 papers, 0 papers with code

A survey on the impact of AI-based recommenders on human behaviours: methodologies, outcomes and future directions

no code implementations29 Jun 2024 Luca Pappalardo, Emanuele Ferragina, Salvatore Citraro, Giuliano Cornacchia, Mirco Nanni, Giulio Rossetti, Gizem Gezici, Fosca Giannotti, Margherita Lalli, Daniele Gambetta, Giovanni Mauro, Virginia Morini, Valentina Pansanella, Dino Pedreschi

Recommendation systems and assistants (in short, recommenders) are ubiquitous in online platforms and influence most actions of our day-to-day lives, suggesting items or providing solutions based on users' preferences or requests.

Diversity Recommendation Systems

Generating Synthetic Mobility Networks with Generative Adversarial Networks

no code implementations22 Feb 2022 Giovanni Mauro, Massimiliano Luca, Antonio Longa, Bruno Lepri, Luca Pappalardo

We conduct extensive experiments on public datasets of bike and taxi rides to show that MoGAN outperforms the classical Gravity and Radiation models regarding the realism of the generated networks.

Data Augmentation

An interactive dashboard for searching and comparing soccer performance scores

no code implementations16 Apr 2021 Paolo Cintia, Giovanni Mauro, Luca Pappalardo, Paolo Ferragina

The performance of soccer players is one of most discussed aspects by many actors in the soccer industry: from supporters to journalists, from coaches to talent scouts.

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