Publications

The following list includes published papers, deliverables and other contents linked with my research.

Google Scholar

2025

  • Alessio Cascione, Laura Pollacci, and Riccardo Guidotti (2025) “Unsupervised and Interpretable Detection of User Personalities in Online Social Networks”. World Conference on Explainable Artificial Intelligence.
  • Luca Coda-Giorgio, Giacomo Fidone, and Laura Pollacci (2025) “Simulators via Interpretable and Latent”. Discovery Science: 28th International Conference, DS 2025, Ljubljana, Slovenia, September 23--25, 2025, Proceedings.
  • Luca Coda-Giorgio, Giacomo Fidone, and Laura Pollacci (2025) “Multi-domain Validation of LLM-Based Simulators via Interpretable and Latent Representations”. International Conference on Discovery Science.
  • Laura Pollacci, Jacopo Gneri, and Riccardo Guidotti (2025) “An Interpretable Data-Driven Approach for Modeling Toxic Users via Feature Extraction”. World Conference on Explainable Artificial Intelligence.
  • Laura Pollacci, Letizia Milli, Tuba Bircan, and Giulio Rossetti (2025) “Academic mobility from a big data perspective”. International Journal of Data Science and Analytics.

2024

  • Laura Pollacci and Alina Sirbu (2024) “The Superdiversity Index”.
  • Laura Pollacci (2024) “The Enhanced Microsoft Academic Knowledge Graph”.
  • Diletta Goglia, Laura Pollacci, and Alina Sirbu (2024) “Multi-aspect Integrated Migration Indicators”.
  • Alina Sirbu, Diletta Goglia, Jisu Kim, Paul Maximilian Magos, Laura Pollacci, Spyridon Spyratos, Giulio Rossetti, and Stefano Maria Iacus (2024) “International mobility between the UK and Europe around Brexit: a data-driven study”. Journal of Computational Social Science.
  • Alina Sirbu, Diletta Goglia, Jisu Kim, Paul Maximilian Magos, Laura Pollacci, Spyridon Spyratos, Giulio Rossetti, and Stefano Maria Iacus (2024) “International Mobility between the UK and Europe around Brexit”.
  • Eleonora Cappuccio, Benedetta Muscato, Laura Pollacci, Marta Marchiori Manerba, Clara Punzi, Chandana Mala, Margherita Lalli, Gizem Gezici, Michela Natilli, and Fosca Giannotti (2024) “Beyond Headlines: A Corpus of Femicides News Coverage in Italian Newspapers”. Proceedings of the 10th Italian Conference on Computational Linguistics (CLiC-it 2024).
  • Laura Pollacci, Alina Sirbu, and Stefano Maria Iacus (2024) “Air Traffic Data International Mobility Indicators for the UK”.

2023

  • Diletta Goglia, Laura Pollacci, and Alina Sirbu (2023) “Dataset of multi-aspect integrated migration indicators”. Data.
  • Donia Kamel and Laura Pollacci (2023) “10377 2023-Academic Migration and Academic Networks: Evidence from Scholarly Big”.

2022

  • Diletta Goglia, Laura Pollacci, and Alina Sirbu (2022) “Use of non-traditional data sources to nowcast migration trends through Artificial Intelligence technologies”. Measuring Migration Conference 2022 Conference Proceedings.
  • Jisu Kim, Laura Pollacci, Giulio Rossetti, Alina Sirbu, Fosca Giannotti, Dino Pedreschi, and others (2022) “Twitter data for migration studies”. Data science for migration and mobility.
  • Laura Pollacci, Alina Sirbu, Fosca Giannotti, and Dino Pedreschi (2022) “Measuring the salad bowl: Superdiversity on twitter”. arXiv preprint arXiv:2204.10646.
  • Laura Pollacci (2022) “Emakg: An enhanced version of the microsoft academic knowledge graph”. arXiv preprint arXiv:2203.09159.

2021

  • Virginia Morini, Laura Pollacci, and Giulio Rossetti (2021) “Toward a standard approach for echo chamber detection: Reddit case study”. Applied Sciences.
  • L Pollacci, Alina Sirbu, and Giulio Rossetti (2021) “Estimating highly skilled migration in Europe Part 1: scientific migration (Deliverable 5.2)”.