Publications

@article{deduro2027phdgpt,
  title = {PhDGPT: Measuring bias in academic mental health across quantised and uncensored LLMs},
  author = {Duro, Edoardo S. De and Taietta, Enrique and D'Alfonso, S. and Bentenuto, A. and Rossetti, Giulio and Stella, Massimo},
  journal = {Information Processing \& Management},
  year = {2027},
  volume = {64},
  number = {2},
  pages = {105173},
}

@article{abramski2026role,
  title = {The role of System 1 and System 2 semantic memory structure in human and LLM biases},
  author = {Abramski, Katherine and Rossetti, Giulio and Stella, Massimo},
  journal = {arXiv (Cornell University)},
  year = {2026},
  doi = {10.48550/arxiv.2604.12816},
  url = {https://doi.org/10.48550/arxiv.2604.12816},
  publisher = {Cornell University},
}

@article{cauteruccio2026structure,
  title = {Structure and dynamics of temporal hypergraphs via multi-rooted ego networks},
  author = {Cauteruccio, Francesco and Citraro, Salvatore and Failla, Andrea and Rossetti, Giulio},
  journal = {Social Network Analysis and Mining},
  year = {2026},
  doi = {10.1007/s13278-026-01603-6},
  url = {https://doi.org/10.1007/s13278-026-01603-6},
  publisher = {Springer Science+Business Media},
}

@article{citraro2026spreadpy,
  title = {SpreadPy: A Python tool for modelling spreading activation and superdiffusion in cognitive multiplex networks},
  author = {Citraro, Salvatore and Haim, Edith and Carini, Alessandra and Siew, Cynthia S. Q. and Rossetti, Giulio and Stella, Massimo.},
  journal = {Computers in Human Behavior Reports},
  year = {2026},
  volume = {21},
  pages = {100940--100940},
  doi = {10.1016/j.chbr.2026.100940},
  url = {https://doi.org/10.1016/j.chbr.2026.100940},
  publisher = {Elsevier BV},
}

@article{morini2026reddit,
  title = {Reddit Depression Communities as Spaces of Emotion Regulation: A Data-Informed Analysis of Coping and Engagement},
  author = {Morini, Virginia and Citraro, Salvatore and Sajno, Elena and Sansoni, Maria and Riva, G and Stella, Massimo and Rossetti, Giulio},
  journal = {Future Internet},
  year = {2026},
  volume = {18},
  number = {4},
  pages = {198--198},
  doi = {10.3390/fi18040198},
  url = {https://doi.org/10.3390/fi18040198},
  publisher = {Multidisciplinary Digital Publishing Institute},
}

@article{luan2026quantifying,
  title = {Quantifying opinion homophily in online social networks: A bounded confidence perspective},
  author = {Luan, Yangyang and Ancona, Camilla and Bernardo, Carmela and Pansanella, Valentina and Iudice, Francesco Lo and Rossetti, Giulio and Vasca, Francesco and Wu, Xiaoqun and Altafini, Claudio},
  journal = {arXiv (Cornell University)},
  year = {2026},
  doi = {10.48550/arxiv.2604.23157},
  url = {https://doi.org/10.48550/arxiv.2604.23157},
  publisher = {Cornell University},
}

@article{cau2026network,
  title = {Network Effects and Agreement Drift in LLM Debates},
  author = {Cau, Erica and Failla, Andrea and Rossetti, Giulio},
  journal = {arXiv (Cornell University)},
  year = {2026},
  doi = {10.48550/arxiv.2604.11312},
  url = {https://doi.org/10.48550/arxiv.2604.11312},
  publisher = {Cornell University},
}

@article{mesina2026vocality,
  title = {Low-Vocality Engagement Shapes Online Participation},
  author = {Mesina, Veronica and Failla, Andrea and Pappalardo, Luca and Rossetti, Giulio},
  journal = {arXiv (Cornell University)},
  year = {2026},
  doi = {10.48550/arxiv.2606.21665},
  url = {https://doi.org/10.48550/arxiv.2606.21665},
  publisher = {Cornell University},
}

@article{carrillo2026llms,
  title = {LLMs can persuade only psychologically susceptible humans on societal issues, via trust in AI and emotional appeals, amid logical fallacies},
  author = {Carrillo, Alexis and Citraro, Salvatore and Ardebili, Ali Aghazhadeh and Taietta, Enrique and Rossetti, Giulio and Ferrara, Emilio and Veltri, Giuseppe and Stella, Massimo},
  journal = {arXiv (Cornell University)},
  year = {2026},
  doi = {10.48550/arxiv.2604.16935},
  url = {https://doi.org/10.48550/arxiv.2604.16935},
  publisher = {Cornell University},
}

@incollection{rossetti2026llms,
  title = {LLMs and Cognition},
  author = {Rossetti, Giulio and Abramski, Katherine and Cau, Erica and Pansanella, Valentina and Stella, Massimo},
  year = {2026},
  pages = {1--39},
  doi = {10.1007/978-3-031-61050-9_22-1},
  url = {https://doi.org/10.1007/978-3-031-61050-9_22-1},
}

@article{morini2026joint,
  title = {Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators},
  author = {Morini, Virginia and Pansanella, Valentina and Pappalardo, Luca and Pedreschi, Dino and Rossetti, Giulio},
  journal = {arXiv (Cornell University)},
  year = {2026},
  doi = {10.48550/arxiv.2607.00258},
  url = {https://doi.org/10.48550/arxiv.2607.00258},
  publisher = {Cornell University},
}

@incollection{cauteruccio2026generalizing,
  title = {Generalizing Hypergraph Ego-Networks and Their Temporal Stability},
  author = {Cauteruccio, Francesco and Citraro, Salvatore and Failla, Andrea and Rossetti, Giulio},
  booktitle = {Lecture notes in computer science},
  year = {2026},
  pages = {53--67},
  doi = {10.1007/978-3-032-13513-1_5},
  url = {https://doi.org/10.1007/978-3-032-13513-1_5},
  publisher = {Springer Science+Business Media},
}

@article{haim2026forma,
  title = {Forma mentis networks predict creativity ratings of short texts via interpretable artificial intelligence in human and AI-simulated raters},
  author = {Haim, Edith and Fischer, Natalie and Citraro, Salvatore and Rossetti, Giulio and Stella, Massimo},
  journal = {Journal of Computational Social Science},
  year = {2026},
  volume = {9},
  number = {1},
  doi = {10.1007/s42001-025-00446-z},
  url = {https://doi.org/10.1007/s42001-025-00446-z},
  publisher = {Springer Nature},
}

@article{rossetti2024social,
  title = {YSocial: An artificial intelligence powered social media virtual twin},
  author = {Rossetti, Giulio and Stella, Massimo and Cazabet, Rémy and Abramski, Katherine and Cau, Erica and Citraro, Salvatore and Failla, Andrea and Improta, Riccardo and Morini, Virginia and Pansanella, Valentina},
  journal = {Big Data \& Society},
  year = {2026},
  volume = {13},
  number = {3},
  doi = {10.1177/20539517261431576},
  url = {https://journals.sagepub.com/doi/full/10.1177/20539517261431576},
  publisher = {SAGE Publications},
}

@article{failla2026starter,
  title = {Structure, Topics, and Diffusion Effects of Bluesky Starter Packs},
  author = {Failla, Andrea and Freitas, V. and Rossetti, Giulio and Ferreira, C.},
  journal = {arXiv preprint arXiv:2608.17489},
  year = {2026},
}

@inproceedings{pollacci2026toxicity,
  title = {Simulating Toxicity Diffusion with Moderation-Aware SEIZ Models},
  author = {Pollacci, Laura and Milli, Letizia and Rossetti, Giulio and Guidotti, Riccardo},
  booktitle = {ECML-PKDD Workshops},
  year = {2026},
}

@article{failla2026outofnetwork,
  title = {Out-of-Network Attention Dynamics on Bluesky},
  author = {Failla, Andrea and Mesina, Veronica and Rossetti, Giulio},
  journal = {arXiv preprint arXiv:2610.01971},
  year = {2026},
}

@article{haim2026creativity,
  title = {Beyond Creativity Scores: Exploring PRE–POST Differences in Teachers' Semantic Networks After SCIP Training},
  author = {Haim, Edith and Haim, K. and Aschauer, W. and Rossetti, Giulio and Stella, Massimo},
  journal = {Big Data and Cognitive Computing},
  year = {2026},
}

@article{cau2026socialsim,
  title = {Social Simulations: from Agent-Based Modeling to Digital Twins},
  author = {Cau, Erica and Failla, Andrea and Pansanella, Valentina and Rossetti, Giulio},
  journal = {arXiv preprint arXiv:2607.13693},
  year = {2026},
}

@incollection{mesina2025whose,
  title = {Whose Voice Matters? Authority and Influence in the Italian Twitter Debates on Covid-19},
  author = {Mesina, Veronica Valenzuela and Failla, Andrea and Morini, Virginia and Rossetti, Giulio},
  booktitle = {Studies in computational intelligence},
  year = {2025},
  pages = {352--363},
  doi = {10.1007/978-3-031-82431-9_29},
  url = {https://doi.org/10.1007/978-3-031-82431-9_29},
  publisher = {Springer Nature},
}

@article{abramski2025world,
  title = {The “LLM World of Words” English free association norms generated by large language models},
  author = {Abramski, Katherine and Improta, Riccardo and Rossetti, Giulio and Stella, Massimo},
  journal = {Scientific Data},
  year = {2025},
  volume = {12},
  number = {1},
  pages = {803--803},
  doi = {10.1038/s41597-025-05156-9},
  url = {https://doi.org/10.1038/s41597-025-05156-9},
  publisher = {Nature Portfolio},
}

@incollection{mazzoni2025tetra,
  title = {TETRA: TExtual TRust Analyzer for a Gricean Approach to Social Networks},
  author = {Mazzoni, Federico and Mazzarino, Simona and Rossetti, Giulio},
  booktitle = {Lecture notes in computer science},
  year = {2025},
  pages = {364--378},
  doi = {10.1007/978-3-031-78980-9_23},
  url = {https://doi.org/10.1007/978-3-031-78980-9_23},
  publisher = {Springer Science+Business Media},
}

@incollection{citraro2025structure,
  title = {Structure-Attribute Similarity Interplay in Diffusion Dynamics on Social Networks},
  author = {Citraro, Salvatore and Pansanella, Valentina and Rossetti, Giulio},
  booktitle = {Lecture notes in computer science},
  year = {2025},
  pages = {425--439},
  doi = {10.1007/978-3-031-78980-9_27},
  url = {https://doi.org/10.1007/978-3-031-78980-9_27},
  publisher = {Springer Science+Business Media},
}

@article{cau2025selective,
  title = {Selective agreement, not sycophancy: investigating opinion dynamics in LLM interactions},
  author = {Cau, Erica and Pansanella, Valentina and Pedreschi, Dino and Rossetti, Giulio},
  journal = {EPJ Data Science},
  year = {2025},
  volume = {14},
  number = {1},
  doi = {10.1140/epjds/s13688-025-00579-1},
  url = {https://doi.org/10.1140/epjds/s13688-025-00579-1},
  publisher = {Springer Nature},
}

@incollection{perra2025quantifying,
  title = {Quantifying Attraction to Extreme Opinions in Online Debates},
  author = {Perra, Davide and Failla, Andrea and Rossetti, Giulio},
  booktitle = {Lecture notes in computer science},
  year = {2025},
  pages = {411--424},
  doi = {10.1007/978-3-031-78980-9_26},
  url = {https://doi.org/10.1007/978-3-031-78980-9_26},
  publisher = {Springer Science+Business Media},
}

@article{cau2025language,
  title = {Language-Driven Opinion Dynamics in Agent-Based Simulations with LLMs},
  author = {Cau, Erica and Pansanella, Valentina and Pedreschi, Dino and Rossetti, Giulio},
  journal = {arXiv (Cornell University)},
  year = {2025},
  doi = {10.48550/arxiv.2502.19098},
  url = {https://doi.org/10.48550/arxiv.2502.19098},
  publisher = {Cornell University},
}

@incollection{mazzoni2025fairnet,
  title = {FairNet: A Genetic Framework to Reduce Marginalization in Social Networks},
  author = {Mazzoni, Federico and Failla, Andrea and Rossetti, Giulio},
  booktitle = {Lecture notes in computer science},
  year = {2025},
  pages = {139--154},
  doi = {10.1007/978-3-031-78541-2_9},
  url = {https://doi.org/10.1007/978-3-031-78541-2_9},
  publisher = {Springer Science+Business Media},
}

@article{caligiore2025exploring,
  title = {Exploring interconnections among atoms, brain, society, and cosmos with network science and explainable machine learning},
  author = {Caligiore, Daniele and Monreale, Anna and Rossetti, Giulio and Bongiorno, A. and Fisicaro, Giuseppe},
  journal = {Frontiers in Complex Systems},
  year = {2025},
  volume = {3},
  doi = {10.3389/fcpxs.2025.1604132},
  url = {https://doi.org/10.3389/fcpxs.2025.1604132},
  publisher = {Frontiers Media},
}

@article{failla2025characterizing,
  title = {Characterizing User Archetypes and Discussions on Social Hypernetworks},
  author = {Failla, Andrea and Citraro, Salvatore and Rossetti, Giulio and Cauteruccio, Francesco},
  journal = {Big Data and Cognitive Computing},
  year = {2025},
  volume = {9},
  number = {9},
  pages = {236--236},
  doi = {10.3390/bdcc9090236},
  url = {https://doi.org/10.3390/bdcc9090236},
  publisher = {Multidisciplinary Digital Publishing Institute},
}

@incollection{cau2025bots,
  title = {Bots of a Feather: Mixing Biases in LLMs’ Opinion Dynamics},
  author = {Cau, Erica and Failla, Andrea and Rossetti, Giulio},
  booktitle = {Studies in computational intelligence},
  year = {2025},
  pages = {166--176},
  doi = {10.1007/978-3-031-82439-5_14},
  url = {https://doi.org/10.1007/978-3-031-82439-5_14},
  publisher = {Springer Nature},
}

@incollection{failla2025beyond,
  title = {Beyond Boundaries: Capturing Social Segregation on Hypernetworks},
  author = {Failla, Andrea and Rossetti, Giulio and Cauteruccio, Francesco},
  booktitle = {Lecture notes in computer science},
  year = {2025},
  pages = {40--55},
  doi = {10.1007/978-3-031-78541-2_3},
  url = {https://doi.org/10.1007/978-3-031-78541-2_3},
  publisher = {Springer Science+Business Media},
}

@article{nocente2025integrated,
  title = {An Integrated AI and Model-Based Approach for Railway Cyber-Physical Systems},
  author = {Nocente, Arianna and Pannocchia, Gabriele and Rossetti, Giulio},
  year = {2025},
  pages = {113--118},
  doi = {10.1109/edcc-c66476.2025.00042},
  url = {https://doi.org/10.1109/edcc-c66476.2025.00042},
}

@article{santos2025high,
  title = {A high-performance evolutionary multiobjective community detection algorithm},
  author = {Santos, Guilherme O. and Vieira, Luís and Rossetti, Giulio and Ferreira, Carlos H. G. and Moreira, Gladston},
  journal = {SNAM},
  year = {2025},
  doi = {10.1007/s13278-025-01519-7},
  url = {https://doi.org/10.1007/s13278-025-01519-7},
}

@article{abramski2025word,
  title = {A word association network methodology for evaluating implicit biases in LLMs compared to humans},
  author = {Abramski, Katherine and Rossetti, Giulio and Stella, Massimo},
  journal = {arXiv preprint arXiv:2510.24488},
  year = {2025},
}

@inproceedings{abramski2024llm,
  title = {LLM generated word association norms},
  booktitle = {Hybrid Human Artificial Intelligence},
  author = {Abramski, Katherine and Lavorati, Clara and Rossetti, Giulio and Stella, Massimo},
  year = {2024},
}

@article{abramski2024voices,
  title = {Voices of rape: Cognitive networks link passive voice usage to psychological distress in online narratives},
  author = {Abramski, Katherine and Ciringione, Luciana and Rossetti, Giulio and Stella, Massimo},
  journal = {Computers in Human Behavior},
  year = {2024},
}

@article{failla2024bluesky,
  title = {“I’m in the Bluesky Tonight”: Insights from a year worth of social data},
  author = {Failla, Andrea and Rossetti, Giulio},
  journal = {PLoS ONE},
  year = {2024},
  volume = {19},
  number = {11},
  pages = {e0310330--e0310330},
  doi = {10.1371/journal.pone.0310330},
  url = {https://doi.org/10.1371/journal.pone.0310330},
  publisher = {Public Library of Science},
}

@article{failla2024redefining,
  title = {Redefining Event Types and Group Evolution in Temporal Data},
  author = {Failla, Andrea and Cazabet, Rémy and Rossetti, Giulio and Citraro, Salvatore},
  journal = {arXiv (Cornell University)},
  year = {2024},
  doi = {10.48550/arxiv.2403.06771},
  url = {https://doi.org/10.48550/arxiv.2403.06771},
  publisher = {Cornell University},
}

@article{morini2024participant,
  title = {Participant behavior and community response in online mental health communities: Insights from Reddit},
  author = {Morini, Virginia and Sansoni, Maria and Rossetti, Giulio and Pedreschi, Dino and Castillo, Carlos},
  journal = {Computers in Human Behavior},
  year = {2024},
  volume = {165},
  pages = {108544--108544},
  doi = {10.1016/j.chb.2024.108544},
  url = {https://doi.org/10.1016/j.chb.2024.108544},
  publisher = {Elsevier BV},
}

@article{morini2024online,
  title = {Online posting effects: Unveiling the non-linear journeys of users in depression communities on Reddit},
  author = {Morini, Virginia and Citraro, Salvatore and Sajno, Elena and Sansoni, Maria and Riva, Giuseppe and Stella, Massimo and Rossetti, Giulio},
  journal = {Computers in Human Behavior Reports},
  year = {2024},
  volume = {17},
  pages = {100542--100542},
  doi = {10.1016/j.chbr.2024.100542},
  url = {https://doi.org/10.1016/j.chbr.2024.100542},
  publisher = {Elsevier BV},
}

@article{srbu2024international,
  title = {International mobility between the UK and Europe around Brexit: a data-driven study},
  author = {Sîrbu, Alina and Goglia, Diletta and Kim, Jisu and Magos, Paul Maximilian and Pollacci, Laura and Spyratos, Spyridon and Rossetti, Giulio and Iacus, Stefano M.},
  journal = {Journal of Computational Social Science},
  year = {2024},
  volume = {7},
  number = {2},
  pages = {1451--1482},
  doi = {10.1007/s42001-024-00277-4},
  url = {https://doi.org/10.1007/s42001-024-00277-4},
  publisher = {Springer Nature},
}

@article{arianna2024unstructured,
  title = {From Unstructured Documents to Annotated Information: An Optimized Pipeline to Process Industrial Requirements},
  author = {Arianna, Nocente and Riccardo, Risi and Pannocchia, Gabriele and Rossetti, Giulio},
  year = {2024},
  pages = {272--278},
  doi = {10.1145/3711542.3711576},
  url = {https://doi.org/10.1145/3711542.3711576},
}

@article{morini2024perils,
  title = {From Perils to Possibilities: Understanding how Human (and AI) Biases affect Online Fora},
  author = {Morini, Virginia and Pansanella, Valentina and Abramski, Katherine and Cau, Erica and Failla, Andrea and Citraro, Salvatore and Rossetti, Giulio},
  journal = {arXiv (Cornell University)},
  year = {2024},
  doi = {10.48550/arxiv.2403.14298},
  url = {https://doi.org/10.48550/arxiv.2403.14298},
  publisher = {Cornell University},
}

@article{failla2024describing,
  title = {Describing group evolution in temporal data using multi-faceted events},
  author = {Failla, Andrea and Cazabet, Rémy and Rossetti, Giulio and Citraro, Salvatore},
  journal = {Machine Learning},
  year = {2024},
  volume = {113},
  number = {10},
  pages = {7591--7615},
  doi = {10.1007/s10994-024-06600-4},
  url = {https://doi.org/10.1007/s10994-024-06600-4},
  publisher = {Springer Science+Business Media},
}

@incollection{abramski2024cognitive,
  title = {Cognitive Network Science Unveils Affective Bias in GPT Models Mirroring Math Anxiety in High-School Students},
  author = {Abramski, Katherine and Citraro, Salvatore and Lombardi, Luigi and Rossetti, Giulio and Stella, Massimo},
  booktitle = {Frontiers in artificial intelligence and applications},
  year = {2024},
  doi = {10.3233/faia240221},
  url = {https://doi.org/10.3233/faia240221},
}

@article{failla2024characterizing,
  title = {Characterizing User Archetypes and Discussions on Scored.co},
  author = {Failla, Andrea and Citraro, Salvatore and Rossetti, Giulio and Cauteruccio, Francesco},
  journal = {arXiv (Cornell University)},
  year = {2024},
  doi = {10.48550/arxiv.2407.21753},
  url = {https://doi.org/10.48550/arxiv.2407.21753},
  publisher = {Cornell University},
}

@article{pappalardo2024survey,
  title = {A survey on the impacts of recommender systems on users, items, and human-AI ecosystems},
  author = {Pappalardo, Luca and Citraro, Salvatore and Cornacchia, Giuliano and Nanni, Mirco and Pansanella, Valentina and Rossetti, Giulio and Gezi̇ci, Gizem and Giannotti, Fosca and Lalli, Margherita and Mauro, Giovanni and Barlacchi, Gabriele and Gambetta, Daniele and Morini, Virginia and Pedreschi, Dino and Ferragina, Emanuele},
  journal = {arXiv (Cornell University)},
  year = {2024},
  doi = {10.48550/arxiv.2407.01630},
  url = {https://doi.org/10.48550/arxiv.2407.01630},
  publisher = {Cornell University},
}

@article{citraro2022feature,
  title = {Feature-rich multiplex lexical networks reveal mental strategies of early language learning},
  author = {Citraro, Salvatore and Vitevitch, Michael and Stella, Massimo and Rossetti, Giulio},
  journal = {Scientific Reports},
  year = {2023},
}

@inproceedings{cau2023framework,
  title = {A framework for the diachronic and linguistic analysis of online polarized discussions},
  author = {Cau, Erica and Morini, Virginia and Rossetti, Giulio},
  booktitle = {Complex networks},
  year = {2023},
}

@article{kim2023migrants,
  title = {Where do migrants and natives belong in a community: a Twitter case study and privacy risk analysis},
  author = {Kim, Jisu and Pratesi, Francesca and Rossetti, Giulio and S{\^\i}rbu, Alina and Giannotti, Fosca},
  journal = {Social Network Analysis and Mining},
  volume = {13},
  number = {1},
  pages = {1--23},
  year = {2023},
  publisher = {Springer},
}

@inproceedings{ferro2023higher,
  title = {Higher-Order Estimate of Open Mindedness in Online Political Discussions},
  author = {Ferro, Giulia and Pansanella, Valentina and Rossetti, Giulio},
  booktitle = {International School and Conference on Network Science},
  year = {2023},
}

@inproceedings{abramski2023the,
  title = {The voices of rape: Cognitive networks reconstruct emotional perspectives of rape survivors' passive and active narratives on Reddit},
  author = {Abramski, Katherine and Citraro, Salvatore and Rossetti, Giulio and Stella, Massimo},
  booktitle = {International School and Conference on Network Science},
  year = {2023},
}

@inproceedings{cazabet2023beyond,
  title = {Beyond space and blocks: Generating networks with arbitrary structure},
  author = {Cazabet, Remy and Fize, Jacques and Citraro, Salvatore and Rossetti, Giulio},
  booktitle = {International School and Conference on Network Science},
  year = {2023},
}

@article{abramski2023cognitive,
  title = {Cognitive network science reveals bias in GPT-3, ChatGPT, and GPT-4 mirroring math anxiety in high-school students},
  url = {https://www.mdpi.com/2504-2289/7/3/124},
  doi = {10.3390/bdcc7030124},
  journal = {Big Data and Cognitive Computing},
  author = {Abramski, Katherine and Citraro, Salvatore and Lombardi, Luigi and Rossetti, Giulio and Stella, Massimo},
  year = {2023},
}

@article{Failla2023AttributedJ,
  title = {Attributed Stream Hypergraphs: temporal modeling of node-attributed high-order interactions},
  author = {Failla, Andrea and Citraro, Salvatore and Rossetti, Giulio},
  journal = {Applied Network Science},
  doi = {10.1007/s41109-023-00555-6},
  year = {2023},
  volume = {8},
  number = {31},
  publisher = {SpringerOpen},
}

@article{Citraro2023bHypergraph,
  title = {Hypergraph models of the mental lexicon capture greater information than pairwise networks for predicting language learning},
  journal = {New Ideas in Psychology},
  volume = {71},
  pages = {101034},
  year = {2023},
  issn = {0732-118X},
  doi = {https://doi.org/10.1016/j.newideapsych.2023.101034},
  url = {https://www.sciencedirect.com/science/article/pii/S0732118X23000272},
  author = {Citraro, Salvatore and Warner-Willich, Judy and Battiston, Federico and S.Q. Siew, Cynthia and Rossetti, Giulio and Stella, Massimo},
}

@article{pollacci2023academic,
  title = {Academic Mobility from a Big Data Perspective},
  author = {Pollacci, Laura and Milli, Letizia and Bircan, Tuba and Rossetti, Giulio},
  year = {2023},
  journal = {Journal of Data Science and Analytics},
}

@article{pansanella2023mass,
  title = {Mass Media Impact on Opinion Evolution in Biased Digital Environments: a Bounded Confidence Model},
  author = {Pansanella, Valentina and Sirbu, Alina and Kert{\'e}sz, J{\'a}nos and Rossetti, Giulio},
  year = {2023},
  journal = {Scientific Reports},
}

@article{citraro2023towards,
  title = {Towards hypergraph cognitive networks as feature-rich models of knowledge},
  author = {Citraro, Salvatore and De Deyne, Simon and Stella, Massimo and Rossetti, Giulio},
  year = {2023},
  journal = {EPJ Data Science},
}

@article{morini2023can,
  title = {Who can help me? Reconstructing users' psychological journeys in depression-related social media interactions},
  author = {Morini, Virginia and Citraro, Salvatore and Sajno, Elena and Sansoni, Maria and Riva, Giuseppe and Stella, Massimo and Rossetti, Giulio},
  journal = {arXiv preprint arXiv:2311.17684},
  year = {2023},
}

@article{cau2023trends,
  title = {Trends and Topics: Characterizing Echo Chambers' Topological Stability and In-group Attitudes},
  author = {Cau, Erica and Morini, Virginia and Rossetti, Giulio},
  journal = {arXiv preprint arXiv:2307.15610},
  year = {2023},
}

@article{cazabet2023structify,
  title = {Structify-Net: Random Graph generation with controlled size and customized structure},
  author = {Cazabet, Remy and Citraro, Salvatore and Rossetti, Giulio},
  journal = {arXiv preprint arXiv:2306.05274},
  year = {2023},
}

@inproceedings{pansanella2023similar,
  title = {Similar Minds: Modeling Opinion Dynamics with Similarity-Based Influence and Bounded Confidence},
  author = {Pansanella, Valentina and Citraro, Salvatore and Rossetti, Giulio},
  booktitle = {International Conference on Complex Networks and Their Applications},
  year = {2023},
  organization = {Springer, Cham},
}

@inproceedings{cordova2023i,
  title = {I like you if you are like me: How the Italians’ opinion on Twitter about migrants changed after the 2022 Russo-Ukrainian conflict},
  author = {Cordova, Giulio and Palla, Luca and Sustrico, Martina and Rossetti, Giulio},
  booktitle = {International Conference on Complex Networks and Their Applications},
  year = {2023},
  organization = {Springer, Cham},
}

@article{citraro2022delta,
  title = {$\Delta$-Conformity: multi-scale node assortativity in feature-rich stream graphs},
  author = {Citraro, Salvatore and Milli, Letizia and Cazabet, Remy and Rossetti, Giulio},
  journal = {International Journal of Data Science and Analytics},
  pages = {1--12},
  year = {2022},
  publisher = {Springer International Publishing},
}

@article{esposito2022venture,
  title = {Venture capital investments through the lens of network and functional data analysis},
  author = {Esposito, Christian and Gortan, Marco and Testa, Lorenzo and Chiaromonte, Francesca and Fagiolo, Giorgio and Mina, Andrea and Rossetti, Giulio},
  journal = {Applied Network Science},
  year = {2022},
}

@article{failla2022attributed,
  title = {Attributed Stream-Hypernetwork Analysis: a SocioPatterns Case Study},
  author = {Failla, Andrea and Citraro, Salvatore and Rossetti, Giulio},
  year = {2022},
}

@article{pollacci2022academic,
  title = {Academic Mobility from a Big Data Perspective},
  author = {Pollacci, Laura and Milli, Letizia and Bircan, Tuba and Rossetti, Giulio},
  year = {2022},
}

@article{pansanella2022modeling,
  title = {Modeling algorithmic bias: simplicial complexes and evolving network topologies},
  author = {Pansanella, Valentina and Rossetti, Giulio and Milli, Letizia},
  journal = {Applied Network Science},
  volume = {7},
  number = {1},
  pages = {1--24},
  year = {2022},
  publisher = {Springer},
}

@article{marina2022cognitive,
  title = {Cognitive network neighbourhoods quantify feelings expressed in suicide notes and Reddit mental health communities},
  author = {Marina Joseph, Simmi and Citraro, Salvatore and Morini, Virginia and Rossetti, Giulio and Stella, Massimo},
  journal = {Physica A: Statistical Mechanics and its Applications},
  year = {2022},
}

@article{stella2022cognitive,
  title = {Cognitive modelling with multilayer networks: Insights, advancements and future challenges},
  author = {Stella, Massimo and Citraro, Salvatore and Rossetti, Giulio and Marinazzo, Daniele and Kenett, Yoed and Vitevitch, Michael},
  journal = {arXiv preprint arXiv:2210.00500},
  year = {2022},
}

@article{kim2022origin,
  title = {Origin and destination attachment: study of cultural integration on Twitter},
  author = {Kim, Jisu and Sirbu, Alina and Giannotti, Fosca and Rossetti, Giulio and Rapoport, Hillel},
  journal = {EPJ Data Science},
  volume = {11},
  number = {1},
  pages = {55},
  year = {2022},
  publisher = {Springer Berlin Heidelberg},
}

@inproceedings{pansanella2022change,
  title = {Change my Mind: Data Driven Estimate of Open-Mindedness from Political Discussions},
  author = {Pansanella, Valentina and Morini, Virginia and Squartini, Tiziano and Rossetti, Giulio},
  booktitle = {Complex Networks \& Their Applications},
  year = {2022},
}

@inproceedings{failla2022attributed2,
  title = {Attributed Stream-Hypernetwork analysis: Homophilic Behaviors in Pairwise and Group Political Discussions on Reddit},
  author = {Failla, Andrea and Citraro, Salvatore and Rossetti, Giulio},
  booktitle = {Complex Networks \& Their Applications},
  year = {2022},
}

@inproceedings{buongiovanni2022will,
  title = {Will You Take the Knee? Italian Twitter Echo Chambers' Genesis during EURO 2020},
  author = {Buongiovanni, Chiara and Candusso, Roswita and Cerretini, Giacomo and Febbe, Diego and Morini, Virginia and Rossetti, Giulio},
  booktitle = {Complex Networks \& Their Applications},
  year = {2022},
}

@incollection{tommasina2022big,
  title = {Big Data Analytics and Instagram: an exploratory study on Italian hotel accounts},
  author = {Pianese, Tommasina and Rossetti, Giulio and Morini, Virginia},
  booktitle = {Tourism, Hospitality and Culture 4.0: shifting towards the metaverse},
  pages = {13--36},
  year = {2022},
  publisher = {Mc Graw Hill},
}

@article{rossetti2021utldr,
  title = {UTLDR: an agent-based framework for modeling infectious diseases and public interventions},
  author = {Rossetti, Giulio and Milli, Letizia and Citraro, Salvatore and Morini, Virginia},
  journal = {Journal of Intelligent Information Systems},
  volume = {57},
  number = {2},
  pages = {347--368},
  year = {2021},
  publisher = {Springer US},
}

@article{rossetti2021conformity,
  title = {Conformity: a path-aware homophily measure for node-attributed networks},
  author = {Rossetti, Giulio and Citraro, Salvatore and Milli, Letizia},
  journal = {IEEE Intelligent Systems},
  volume = {36},
  number = {1},
  pages = {25--34},
  year = {2021},
  publisher = {IEEE},
}

@article{miliou2021predicting,
  title = {Predicting seasonal influenza using supermarket retail records},
  author = {Miliou, Ioanna and Xiong, Xinyue and Rinzivillo, Salvatore and Zhang, Qian and Rossetti, Giulio and Giannotti, Fosca and Pedreschi, Dino and Vespignani, Alessandro},
  journal = {PLOS Computational Biology},
  volume = {17},
  number = {7},
  pages = {e1009087},
  year = {2021},
  publisher = {Public Library of Science San Francisco, CA USA},
}

@article{kim2021home,
  title = {Home and destination attachment: study of cultural integration on Twitter},
  author = {Kim, Jisu and Sirbu, Alina and Rossetti, Giulio and Giannotti, Fosca and Rapoport, Hillel},
  journal = {arXiv preprint arXiv:2102.11398},
  year = {2021},
}

@inproceedings{kim2021characterising,
  title = {Characterising different communities of Twitter users: Migrants and natives},
  author = {Kim, Jisu and Sirbu, Alina and Rossetti, Giulio and Giannotti, Fosca},
  booktitle = {International Conference on Complex Networks and Their Applications},
  pages = {130--141},
  year = {2021},
  organization = {Springer, Cham},
}

@article{cazabet2021evaluating,
  title = {Evaluating community detection algorithms for progressively evolving graphs},
  author = {Cazabet, Remy and Boudebza, Sou{\^a}ad and Rossetti, Giulio},
  journal = {Journal of Complex Networks},
  volume = {8},
  number = {6},
  year = {2021},
}

@article{morini2021toward,
  title = {Toward a Standard Approach for Echo Chamber Detection: Reddit Case Study},
  author = {Morini, Virginia and Pollacci, Laura and Rossetti, Giulio},
  journal = {Applied Sciences},
  volume = {11},
  number = {12},
  pages = {5390},
  year = {2021},
  publisher = {Multidisciplinary Digital Publishing Institute},
}

@article{pisciotta2021sockpuppet,
  title = {Sockpuppet Detection: a Telegram case study},
  author = {Pisciotta, Gabriele and Somenzi, Miriana and Barisani, Elisa and Rossetti, Giulio},
  journal = {arXiv preprint arXiv:2105.10799},
  year = {2021},
}

@article{citraro2021x,
  title = {X-Mark: a benchmark for node-attributed community discovery algorithms},
  author = {Citraro, Salvatore and Rossetti, Giulio},
  journal = {Social Network Analysis and Mining},
  volume = {11},
  year = {2021},
  publisher = {Springer},
}

@article{joseph2021cognitive,
  title = {Cognitive network science quantifies feelings expressed in suicide letters and Reddit mental health communities},
  author = {Joseph, Simmi Marina and Citraro, Salvatore and Morini, Virginia and Rossetti, Giulio and Stella, Massimo},
  journal = {https://arxiv.org/abs/2110.15269},
  year = {2021},
}

@article{esposito2021can,
  title = {Can you always reap what you sow? Network and functional data analysis of VC investments in health-tech companies},
  author = {Esposito, Christian and Gortan, Marco and Testa, Lorenzo and Chiaromonte, Francesca and Fagiolo, Giorgio and Mina, Andrea and Rossetti, Giulio},
  journal = {arXiv preprint  arXiv:2111.06371},
  year = {2021},
}

@inproceedings{pansanella2021mean,
  title = {From mean-field to complex topologies: network effects on the algorithmic bias model},
  author = {Pansanella, Valentina and Rossetti, Giulio and Milli, Letizia},
  booktitle = {International Conference on Complex Networks and Their Applications},
  pages = {329--340},
  year = {2021},
  organization = {Springer, Cham},
}

@inproceedings{pisciotta2021network,
  title = {A Network Science approach to Instance Matching},
  author = {Pisciotta, Gabriele and Rossetti, Giulio},
  booktitle = {NERCCS 2021: Fourth Northeast Regional Conference on Complex Systems},
  pages = {13},
  year = {2021},
}

@article{sarmento2021dyncomm,
  title = {DynComm: An R Package for Evolving and Dynamic Community Detection in Social Networks},
  author = {Sarmento, Rui Portocarrero and Lemos, Lu{\'\i}s and Cordeiro, M{\'a}rio and Rossetti, Giulio and Cardoso, Douglas},
  journal = {International Journal of Open Source Software and Processes (IJOSSP)},
  volume = {12},
  number = {4},
  pages = {1--25},
  year = {2021},
  publisher = {IGI Global},
}

@article{rossetti2020angel,
  title = {Angel: efficient, and effective, node-centric community discovery in static and dynamic networks},
  author = {Rossetti, Giulio},
  journal = {Applied Network Science},
  year = {2020},
  publisher = {Springer},
}

@inproceedings{morini2020capturing,
  title = {Capturing Political Polarization of Reddit Submissions in the Trump Era},
  author = {Morini, Virginia and Pollacci, Laura and Rossetti, Giulio},
  booktitle = {28th Symposium on Advanced Database Systems},
  year = {2020},
}

@article{cornacchia2020modelling,
  title = {Modelling human mobility considering spatial, temporal and social dimensions},
  author = {Cornacchia, Giuliano and Rossetti, Giulio and Pappalardo, Luca},
  journal = {arXiv preprint arXiv:2007.02371},
  year = {2020},
}

@article{cintia2020relationship,
  title = {The relationship between human mobility and viral transmissibility during the COVID-19 epidemics in Italy},
  author = {Cintia, Paolo and Pappalardo, Luca and Rinzivillo, Salvatore and Fadda, Daniele and Boschi, Tobia and Giannotti, Fosca and Chiaromonte, Francesca and Bonato, Pietro and Fabbri, Francesco and Penone, Francesco and others},
  journal = {arXiv preprint arXiv:2006.03141},
  year = {2020},
}

@article{bonato2020mobile,
  title = {Mobile phone data analytics against the COVID-19 epidemics in Italy: Flow diversity and local job markets during the national lockdown},
  author = {Bonato, Pietro and Cintia, Paolo and Fabbri, Francesco and Fadda, Daniele and Giannotti, Fosca and Lopalco, Pier Luigi and Mazzilli, Sara and Nanni, Mirco and Pappalardo, Luca and Pedreschi, Dino and others},
  journal = {arXiv preprint arXiv:2004.11278},
  year = {2020},
}

@article{citraro2020identifying,
  title = {Identifying and exploiting homogeneous communities in labeled networks},
  author = {Citraro, Salvatore and Rossetti, Giulio},
  journal = {Applied Network Science},
  volume = {5},
  number = {1},
  pages = {1--20},
  year = {2020},
  publisher = {SpringerOpen},
}

@inproceedings{toccaceli2020opinion,
  title = {Opinion dynamic modeling of fake news perception},
  author = {Toccaceli, Cecilia and Milli, Letizia and Rossetti, Giulio},
  booktitle = {International Conference on Complex Networks and Their Applications},
  pages = {370--381},
  year = {2020},
  organization = {Springer, Cham},
}

@inproceedings{cazabet2020cdlib,
  title = {CDlib: a Python Library to Extract, Compare and Evaluate Communities from Complex Networks},
  author = {Cazabet, Remy and Rossetti, Giulio and Milli, Letizia},
  booktitle = {MARAMI},
  year = {2020},
}

@article{pollacci2019italian,
  title = {The italian music superdiversity},
  author = {Pollacci, Laura and Guidotti, Riccardo and Rossetti, Giulio and Giannotti, Fosca and Pedreschi, Dino},
  journal = {Multimedia Tools and Applications},
  volume = {78},
  number = {3},
  pages = {3297--3319},
  year = {2019},
  publisher = {Springer US},
}

@article{sarmento2019dyncomm,
  title = {DynComm R Package--Dynamic Community Detection for Evolving Networks},
  author = {Sarmento, Rui Portocarrero and Lemos, Lu{\'\i}s and Cordeiro, M{\'a}rio and Rossetti, Giulio and Cardoso, Douglas},
  journal = {arXiv preprint arXiv:1905.01498},
  year = {2019},
}

@article{rossetti2019cdlib,
  title = {CDLIB: a python library to extract, compare and evaluate communities from complex networks},
  author = {Rossetti, Giulio and Milli, Letizia and Cazabet, Remy},
  journal = {Applied Network Science},
  volume = {4},
  number = {1},
  pages = {1--26},
  year = {2019},
  publisher = {SpringerOpen},
}

@article{citraro2019complex,
  title = {A complex network approach to semantic spaces: How meaning organizes itself},
  author = {Citraro, Salvatore and Rossetti, Giulio},
  journal = {SEBD},
  volume = {7},
  pages = {8},
  year = {2019},
}

@inproceedings{citraro2019eva,
  title = {Eva: Attribute-aware network segmentation},
  author = {Citraro, Salvatore and Rossetti, Giulio},
  booktitle = {International Conference on Complex Networks and Their Applications},
  pages = {141--151},
  year = {2019},
  organization = {Springer, Cham},
}

@inproceedings{rossetti2019exorcising,
  title = {Exorcising the Demon: Angel, Efficient Node-Centric Community Discovery},
  author = {Rossetti, Giulio},
  booktitle = {International Conference on Complex Networks and Their Applications},
  pages = {152--163},
  year = {2019},
  organization = {Springer},
}

@inproceedings{milli2019community,
  title = {Community-Aware Content Diffusion: Embeddednes and Permeability},
  author = {Milli, Letizia and Rossetti, Giulio},
  booktitle = {International Conference on Complex Networks and Their Applications},
  pages = {362--371},
  year = {2019},
  organization = {Springer},
}

@incollection{cazabet2019challenges,
  title = {Challenges in community discovery on temporal networks},
  author = {Cazabet, Remy and Rossetti, Giulio},
  booktitle = {Temporal Network Theory},
  pages = {181--197},
  year = {2019},
  publisher = {Springer},
}

@inproceedings{guidotti2019know,
  title = {“Know Thyself” How Personal Music Tastes Shape the Last. Fm Online Social Network},
  author = {Guidotti, Riccardo and Rossetti, Giulio},
  booktitle = {International Symposium on Formal Methods},
  pages = {146--161},
  year = {2019},
  organization = {Springer, Cham},
}

@incollection{amato2018data,
  title = {How data mining and machine learning evolved from relational data base to data science},
  author = {Amato, Giuseppe and Candela, Leonardo and Castelli, Donatella and Esuli, Andrea and Falchi, Fabrizio and Gennaro, Claudio and Giannotti, Fosca and Monreale, Anna and Nanni, Mirco and Pagano, Pasquale and others},
  booktitle = {A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years},
  pages = {287--306},
  year = {2018},
  publisher = {Springer, Cham},
}

@inproceedings{gabrielli2018discovering,
  title = {Discovering mobility functional areas: a mobility data analysis approach},
  author = {Gabrielli, Lorenzo and Fadda, Daniele and Rossetti, Giulio and Nanni, Mirco and Piccinini, Leonardo and Pedreschi, Dino and Giannotti, Fosca and Lattarulo, Patrizia},
  booktitle = {International Workshop on Complex Networks},
  pages = {311--322},
  year = {2018},
  organization = {Springer, Cham},
}

@inproceedings{milli2018diffusive,
  title = {Diffusive phenomena in dynamic networks: a data-driven study},
  author = {Milli, Letizia and Rossetti, Giulio and Pedreschi, Dino and Giannotti, Fosca},
  booktitle = {International Workshop on Complex Networks},
  pages = {151--159},
  year = {2018},
  organization = {Springer},
}

@article{rossetti2018community,
  title = {Community discovery in dynamic networks: a survey},
  author = {Rossetti, Giulio and Cazabet, Remy},
  journal = {ACM computing surveys (CSUR)},
  volume = {51},
  number = {2},
  pages = {1--37},
  year = {2018},
  publisher = {ACM New York, NY, USA},
}

@article{guidi2018towards,
  title = {Towards the Dynamic Community Discovery in Decentralized Online Social Networks},
  author = {Guidi, Barbara and Michienzi, Andrea and Rossetti, Giulio},
  journal = {Journal of Grid Computing},
  pages = {1--22},
  year = {2018},
  publisher = {Springer},
}

@article{milli2018active,
  title = {Active and passive diffusion processes in complex networks},
  author = {Milli, Letizia and Rossetti, Giulio and Pedreschi, Dino and Giannotti, Fosca},
  journal = {Applied network science},
  volume = {3},
  number = {1},
  pages = {1--15},
  year = {2018},
  publisher = {SpringerOpen},
}

@article{guidotti2018personalized,
  title = {Personalized market basket prediction with temporal annotated recurring sequences},
  author = {Guidotti, Riccardo and Rossetti, Giulio and Pappalardo, Luca and Giannotti, Fosca and Pedreschi, Dino},
  journal = {IEEE Transactions on Knowledge and Data Engineering},
  volume = {31},
  number = {11},
  pages = {2151--2163},
  year = {2018},
  publisher = {IEEE},
}

@incollection{cazabet2017dynamic,
  title = {Dynamic Community Detection},
  author = {Cazabet, Remy and Rossetti, Giulio and Amblard, Frederic},
  booktitle = {Encyclopedia of Social Network Analysis and Mining},
  pages = {1--10},
  year = {2017},
}

@inproceedings{guidi2017dynamic,
  title = {Dynamic Community Analysis in Decentralized Online Social Networks},
  author = {Guidi, Barbara and Michienzi, Andrea and Rossetti, Giulio},
  booktitle = {International European Conference on Parallel and Distributed Computing (Euro-Par), LSDVE Workshop},
  year = {2017},
}

@article{rossetti2017rdyn,
  title = {RDYN: graph benchmark handling community dynamics},
  author = {Rossetti, Giulio},
  journal = {Journal of Complex Networks},
  year = {2017},
}

@article{guidotti2017next,
  title = {Next basket prediction using recurring sequential patterns},
  author = {Guidotti, Riccardo and Rossetti, Giulio and Pappalardo, Luca and Giannotti, Fosca and Pedreschi, Dino},
  journal = {arXiv preprint arXiv:1702.07158},
  year = {2017},
}

@inproceedings{rossetti2017ndlibc,
  title = {NDlib: Studying Network Diffusion Dynamics},
  author = {Rossetti, Giulio and Milli, Letizia and Rinzivillo, Salvatore and Sirbu, Alina and Pedreschi, Dino and Giannotti, Fosca},
  booktitle = {IEEE International Conference on Data Science and Advanced Analytics},
  year = {2017},
}

@inproceedings{milli2017information,
  title = {Information Diffusion in Complex Networks: The Active/Passive Conundrum},
  author = {Milli, Letizia and Rossetti, Giulio and Pedreschi, Dino and Giannotti, Fosca},
  booktitle = {Complex Networks \& Their Applications},
  year = {2017},
}

@inproceedings{pollacci2017fractal,
  title = {The Fractal Dimension of Music: Geography, Popularity and Sentiment Analysis},
  author = {Pollacci, Laura and Guidotti, Riccardo and Rossetti, Giulio and Pedreschi, Dino and Giannotti, Fosca},
  booktitle = {EAI International Conference on Smart Objects and Technologies for Social Good},
  year = {2017},
}

@inproceedings{guidotti2017market,
  title = {Market Basket Prediction using User-Centric Temporal Annotated Recurring Sequences},
  author = {Guidotti, Riccardo and Rossetti, Giulio and Pappalardo, Luca and Pedreschi, Dino and Giannotti, Fosca},
  booktitle = {IEEE International Conference on Data Mining},
  year = {2017},
}

@article{rossetti2017node,
  title = {Node-Centric Community Discovery: from Static to Dynamic Social Network Analysis},
  author = {Rossetti, Giulio and Pedreschi, Dino and Giannotti, Fosca},
  journal = {Online Social Networks and Media},
  year = {2017},
}

@article{rossetti2017forecasting,
  title = {Forecasting success via early adoptions analysis: A data-driven study},
  author = {Rossetti, Giulio and Milli, Letizia and Giannotti, Fosca and Pedreschi, Dino},
  journal = {PloS one},
  volume = {12},
  number = {12},
  pages = {e0189096},
  year = {2017},
  publisher = {Public Library of Science San Francisco, CA USA},
}

@article{rossetti2017ndlib,
  title = {NDlib: a python library to model and analyze diffusion processes over complex networks},
  author = {Rossetti, Giulio and Milli, Letizia and Rinzivillo, Salvatore and Sirbu, Alina and Pedreschi, Dino and Giannotti, Fosca},
  journal = {International Journal of Data Science and Analytics},
  year = {2017},
  publisher = {Springer International Publishing},
}

@incollection{rossetti2016novel,
  title = {A novel approach to evaluate community detection algorithms on ground truth},
  author = {Rossetti, Giulio and Pappalardo, Luca and Rinzivillo, Salvatore},
  booktitle = {Complex networks VII},
  pages = {133--144},
  year = {2016},
  publisher = {Springer, Cham},
}

@inproceedings{guidotti2016audio,
  title = {Audio Ergo Sum A Personal Data Model For Musical Preferences},
  author = {Guidotti, Riccardo and Rossetti, Giulio and Pedreschi, Dino},
  booktitle = {5th International Symposium “From Data to Models and Back (DataMod)},
  year = {2016},
}

@article{rossetti2016tiles,
  title = {Tiles: an online algorithm for community discovery in dynamic social networks},
  author = {Rossetti, Giulio and Pappalardo, Luca and Pedreschi, Dino and Giannotti, Fosca},
  journal = {Machine Learning},
  pages = {1--29},
  year = {2016},
}

@inproceedings{rossetti2016football,
  title = {Football Market Strategies: Think Locally, Trade Globally},
  author = {Rossetti, Giulio and Caproni, Vincenzo},
  booktitle = {Data mining for the Analysis of Performance and Success, DAPS workshop, IEEE International Conference on Data Mining series (ICDM)},
  year = {2016},
}

@inproceedings{pollacci2016we,
  title = {“Are we playing like Music-Stars?” Placing Emerging Artists on the Italian Music Scene},
  author = {Pollacci, Laura and Guidotti, Riccardo and Rossetti, Giulio},
  booktitle = {9th International Workshop on Machine Learning and Music, ECML-PKDD},
  year = {2016},
}

@article{rossetti2016supervised,
  title = {A Supervised Approach for Intra-/Inter-Community Interaction Prediction in Dynamic Social Networks},
  author = {Rossetti, Giulio and Guidotti, Riccardo and Miliou, Ioanna and Pedreschi, Dino and Giannotti, Fosca},
  journal = {Social Network Analysis and Mining},
  volume = {6},
  number = {86},
  year = {2016},
  publisher = {Springer},
}

@article{rossetti2016homophilic,
  title = {Homophilic network decomposition: a community-centric analysis of online social services},
  author = {Rossetti, Giulio and Pappalardo, Luca and Kikas, Riivo and Pedreschi, Dino and Giannotti, Fosca and Dumas, Marlon},
  journal = {Social Network Analysis and Mining Journal},
  volume = {6},
  number = {103},
  year = {2016},
  publisher = {Springer},
}

@inproceedings{rossetti2015community,
  title = {Community-centric analysis of user engagement in Skype social network},
  author = {Rossetti, Giulio and Pappalardo, Luca and Kikas, Riivo and Pedreschi, Dino and Giannotti, Fosca and Dumas, Marlon},
  booktitle = {International conference on Advances in Social Network Analysis and Mining (ASONAM 2015)},
  year = {2015},
}

@inproceedings{rossetti2015interaction,
  title = {Interaction Prediction in Dynamic Networks exploiting Community Discovery},
  author = {Rossetti, Giulio and Guidotti, Riccardo and Pennacchioli, Diego and Pedreschi, Dino and Giannotti, Fosca},
  booktitle = {International conference on Advances in Social Network Analysis and Mining (ASONAM 2015)},
  year = {2015},
}

@inproceedings{milli2015quantification,
  title = {Quantification in social networks},
  author = {Milli, Letizia and Monreale, Anna and Rossetti, Giulio and Pedreschi, Dino and Giannotti, Fosca and Sebastiani, Fabrizio},
  booktitle = {2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA)},
  pages = {1--10},
  year = {2015},
  organization = {IEEE},
}

@article{coscia2014uncovering,
  title = {Uncovering Hierarchical and Overlapping Communities with a Local-First Approach},
  author = {Coscia, Michele and Rossetti, Giulio and Giannotti, Fosca and Pedreschi, Dino},
  journal = {ACM Transactions on Knowledge Discovery from Data (TKDD)},
  volume = {9},
  number = {1},
  year = {2014},
}

@inproceedings{pennacchioli2014patterns,
  title = {The patterns of musical influence on the Last. Fm social network.},
  author = {Pennacchioli, Diego and Rossetti, Giulio and Pappalardo, Luca and Pedreschi, Dino and Giannotti, Fosca and Coscia, Michele},
  booktitle = {SEBD},
  pages = {284--291},
  year = {2014},
}

@inproceedings{pappalardo2013measuring,
  title = {Measuring tie strength in multidimensional networks.},
  author = {Pappalardo, Luca and Rossetti, Giulio and Pedreschi, Dino},
  booktitle = {SEBD},
  pages = {223--230},
  year = {2013},
}

@inproceedings{magnani2013multidimensional,
  title = {On multidimensional network measures.},
  author = {Magnani, Matteo and Monreale, Anna and Rossetti, Giulio and Giannotti, Fosca},
  booktitle = {SEBD},
  pages = {215--222},
  year = {2013},
}

@inproceedings{coscia2013you,
  title = {“You know Because I Know”: A multidimensional network approach to human resources problem},
  author = {Coscia, Michele and Rossetti, Giulio and Pennacchioli, Diego and Ceccarelli, Damiano and Giannotti, Fosca},
  booktitle = {2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013)},
  pages = {434--441},
  year = {2013},
  organization = {IEEE},
}

@inproceedings{pennacchioli2013three,
  title = {The three dimensions of social prominence},
  author = {Pennacchioli, Diego and Rossetti, Giulio and Pappalardo, Luca and Pedreschi, Dino and Giannotti, Fosca and Coscia, Michele},
  booktitle = {International Conference on Social Informatics},
  pages = {319--332},
  year = {2013},
  organization = {Springer, Cham},
}

@inproceedings{milli2013quantification,
  title = {Quantification Trees},
  author = {Milli, Letizia and Monreale, Anna and Rossetti, Giulio and Giannotti, Fosca and Pedreschi, Dino and Sebastiani, Fabrizio},
  booktitle = {International Conference on Data Mining (ICDM), 2013 IEEE 13th},
  pages = {528--536},
  year = {2013},
}

@inproceedings{coscia2012demon,
  title = {Demon: a local-first discovery method for overlapping communities},
  author = {Coscia, Michele and Rossetti, Giulio and Giannotti, Fosca and Pedreschi, Dino},
  booktitle = {Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining},
  pages = {615--623},
  year = {2012},
}

@inproceedings{pappalardo2012well,
  title = {" How Well Do We Know Each Other?" Detecting Tie Strength in Multidimensional Social Networks},
  author = {Pappalardo, Luca and Rossetti, Giulio and Pedreschi, Dino},
  booktitle = {2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining},
  pages = {1040--1045},
  year = {2012},
  organization = {IEEE},
}

@inproceedings{nanni2012efficient,
  title = {Efficient distributed computation of human mobility aggregates through user mobility profiles},
  author = {Nanni, Mirco and Trasarti, Roberto and Rossetti, Giulio and Pedreschi, Dino},
  booktitle = {Proceedings of the ACM SIGKDD International Workshop on Urban Computing},
  pages = {87--94},
  year = {2012},
}

@inproceedings{rossetti2011scalable,
  title = {Scalable link prediction on multidimensional networks},
  author = {Rossetti, Giulio and Berlingerio, Michele and Giannotti, Fosca},
  booktitle = {2011 IEEE 11th international conference on data mining workshops},
  pages = {979--986},
  year = {2011},
  organization = {IEEE},
}