Publications

Publications in reversed chronological order.

Color codes discriminate between journal articles, conference papers, preprints and book chapters.

2024

  1. Cognitive modelling of concepts in the mental lexicon with multilayer networks: Insights, advancements and future challenges
    Psychonomic Bulletin & Review 2024

2023

  1. Feature-rich multiplex lexical networks reveal mental strategies of early language learning
    Scientific Reports 2023
  2. A framework for the diachronic and linguistic analysis of online polarized discussions
    Erica Cau, Virginia Morini, and Giulio Rossetti
    In Complex networks 2023
  3. Where do migrants and natives belong in a community: a Twitter case study and privacy risk analysis
    Jisu KimFrancesca PratesiGiulio Rossetti, Alina Sı̂rbu, and Fosca Giannotti
    Social Network Analysis and Mining 2023
  4. Higher-Order Estimate of Open Mindedness in Online Political Discussions
    Giulia Ferro, Valentina Pansanella, and Giulio Rossetti
    In International School and Conference on Network Science 2023
  5. The voices of rape: Cognitive networks reconstruct emotional perspectives of rape survivors’ passive and active narratives on Reddit
    In International School and Conference on Network Science 2023
  6. Beyond space and blocks: Generating networks with arbitrary structure
    Remy Cazabet, Jacques Fize, Salvatore Citraro, and Giulio Rossetti
    In International School and Conference on Network Science 2023
  7. Cognitive network science reveals bias in GPT-3, ChatGPT, and GPT-4 mirroring math anxiety in high-school students
    Katherine AbramskiSalvatore Citraro, Luigi Lombardi, Giulio Rossetti, and Massimo Stella
    Big Data and Cognitive Computing 2023
  8. Attributed Stream Hypergraphs: temporal modeling of node-attributed high-order interactions
    Andrea FaillaSalvatore Citraro, and Giulio Rossetti
    Applied Network Science 2023
  9. Hypergraph models of the mental lexicon capture greater information than pairwise networks for predicting language learning
    Salvatore Citraro, Judy Warner-Willich, Federico Battiston, Cynthia S.Q. Siew, Giulio Rossetti, and Massimo Stella
    New Ideas in Psychology 2023
  10. Academic Mobility from a Big Data Perspective
    Laura PollacciLetizia MilliTuba Bircan, and Giulio Rossetti
    Journal of Data Science and Analytics 2023
  11. Mass Media Impact on Opinion Evolution in Biased Digital Environments: a Bounded Confidence Model
    Valentina PansanellaAlina Sirbu, János Kertész, and Giulio Rossetti
    Scientific Reports 2023
  12. Towards hypergraph cognitive networks as feature-rich models of knowledge
    Salvatore Citraro, Simon De Deyne, Massimo Stella, and Giulio Rossetti
    EPJ Data Science 2023
  13. Who can help me? Reconstructing users’ psychological journeys in depression-related social media interactions
    Virginia MoriniSalvatore Citraro, Elena Sajno, Maria Sansoni, Giuseppe Riva, Massimo Stella, and Giulio Rossetti
    arXiv preprint arXiv:2311.17684 2023
  14. Trends and Topics: Characterizing Echo Chambers’ Topological Stability and In-group Attitudes
    Erica Cau, Virginia Morini, and Giulio Rossetti
    arXiv preprint arXiv:2307.15610 2023
  15. Structify-Net: Random Graph generation with controlled size and customized structure
    Remy CazabetSalvatore Citraro, and Giulio Rossetti
    arXiv preprint arXiv:2306.05274 2023
  16. Confernce
    Similar Minds: Modeling Opinion Dynamics with Similarity-Based Influence and Bounded Confidence
    Valentina PansanellaSalvatore Citraro, and Giulio Rossetti
    In International Conference on Complex Networks and Their Applications 2023
  17. Confernce
    I like you if you are like me: How the Italians’ opinion on Twitter about migrants changed after the 2022 Russo-Ukrainian conflict
    Giulio Cordova, Luca Palla, Martina Sustrico, and Giulio Rossetti
    In International Conference on Complex Networks and Their Applications 2023

2022

  1. ∆-Conformity: multi-scale node assortativity in feature-rich stream graphs
    Salvatore CitraroLetizia MilliRemy Cazabet, and Giulio Rossetti
    International Journal of Data Science and Analytics 2022
  2. Venture capital investments through the lens of network and functional data analysis
    Christian Esposito, Marco Gortan, Lorenzo Testa, Francesca ChiaromonteGiorgio FagioloAndrea Mina, and Giulio Rossetti
    Applied Network Science 2022
  3. Attributed Stream-Hypernetwork Analysis: a SocioPatterns Case Study
    Andrea FaillaSalvatore Citraro, and Giulio Rossetti
    2022
  4. Academic Mobility from a Big Data Perspective
    Laura PollacciLetizia MilliTuba Bircan, and Giulio Rossetti
    2022
  5. Modeling algorithmic bias: simplicial complexes and evolving network topologies
    Valentina PansanellaGiulio Rossetti, and Letizia Milli
    Applied Network Science 2022
  6. Cognitive network neighbourhoods quantify feelings expressed in suicide notes and Reddit mental health communities
    Simmi Marina Joseph, Salvatore CitraroVirginia MoriniGiulio Rossetti, and Massimo Stella
    Physica A: Statistical Mechanics and its Applications 2022
  7. Cognitive modelling with multilayer networks: Insights, advancements and future challenges
    arXiv preprint arXiv:2210.00500 2022
  8. Origin and destination attachment: study of cultural integration on Twitter
    Jisu KimAlina SirbuFosca GiannottiGiulio Rossetti, and Hillel Rapoport
    EPJ Data Science 2022
  9. Change my Mind: Data Driven Estimate of Open-Mindedness from Political Discussions
    In Complex Networks & Their Applications 2022
  10. Attributed Stream-Hypernetwork analysis: Homophilic Behaviors in Pairwise and Group Political Discussions on Reddit
    Andrea FaillaSalvatore Citraro, and Giulio Rossetti
    In Complex Networks & Their Applications 2022
  11. Will You Take the Knee? Italian Twitter Echo Chambers’ Genesis during EURO 2020
    Chiara Buongiovanni, Roswita Candusso, Giacomo Cerretini, Diego Febbe, Virginia Morini, and Giulio Rossetti
    In Complex Networks & Their Applications 2022
  12. Big Data Analytics and Instagram: an exploratory study on Italian hotel accounts
    Tommasina PianeseGiulio Rossetti, and Virginia Morini
    2022

2021

  1. UTLDR: an agent-based framework for modeling infectious diseases and public interventions
    Giulio RossettiLetizia MilliSalvatore Citraro, and Virginia Morini
    Journal of Intelligent Information Systems 2021
  2. Conformity: a path-aware homophily measure for node-attributed networks
    Giulio RossettiSalvatore Citraro, and Letizia Milli
    IEEE Intelligent Systems 2021
  3. Predicting seasonal influenza using supermarket retail records
    Ioanna Miliou, Xinyue Xiong, Salvatore Rinzivillo, Qian Zhang, Giulio RossettiFosca GiannottiDino Pedreschi, and Alessandro Vespignani
    PLOS Computational Biology 2021
  4. Home and destination attachment: study of cultural integration on Twitter
    Jisu KimAlina SirbuGiulio RossettiFosca Giannotti, and Hillel Rapoport
    arXiv preprint arXiv:2102.11398 2021
  5. Characterising different communities of Twitter users: Migrants and natives
    Jisu KimAlina SirbuGiulio Rossetti, and Fosca Giannotti
    In International Conference on Complex Networks and Their Applications 2021
  6. Evaluating community detection algorithms for progressively evolving graphs
    Remy Cazabet, Souâad Boudebza, and Giulio Rossetti
    Journal of Complex Networks 2021
  7. Toward a Standard Approach for Echo Chamber Detection: Reddit Case Study
    Virginia MoriniLaura Pollacci, and Giulio Rossetti
    Applied Sciences 2021
  8. Sockpuppet Detection: a Telegram case study
    Gabriele Pisciotta, Miriana Somenzi, Elisa Barisani, and Giulio Rossetti
    arXiv preprint arXiv:2105.10799 2021
  9. X-Mark: a benchmark for node-attributed community discovery algorithms
    Salvatore Citraro, and Giulio Rossetti
    Social Network Analysis and Mining 2021
  10. Cognitive network science quantifies feelings expressed in suicide letters and Reddit mental health communities
    Simmi Marina Joseph, Salvatore CitraroVirginia MoriniGiulio Rossetti, and Massimo Stella
    https://arxiv.org/abs/2110.15269 2021
  11. Can you always reap what you sow? Network and functional data analysis of VC investments in health-tech companies
    Christian Esposito, Marco Gortan, Lorenzo Testa, Francesca ChiaromonteGiorgio FagioloAndrea Mina, and Giulio Rossetti
    arXiv preprint arXiv:2111.06371 2021
  12. From mean-field to complex topologies: network effects on the algorithmic bias model
    Valentina PansanellaGiulio Rossetti, and Letizia Milli
    In International Conference on Complex Networks and Their Applications 2021
  13. A Network Science approach to Instance Matching
    Gabriele Pisciotta, and Giulio Rossetti
    In NERCCS 2021: Fourth Northeast Regional Conference on Complex Systems 2021
  14. DynComm: An R Package for Evolving and Dynamic Community Detection in Social Networks
    Rui Portocarrero Sarmento, Luı́s Lemos, Mário Cordeiro, Giulio Rossetti, and Douglas Cardoso
    International Journal of Open Source Software and Processes (IJOSSP) 2021

2020

  1. Angel: efficient, and effective, node-centric community discovery in static and dynamic networks
    Giulio Rossetti
    Applied Network Science 2020
  2. Capturing Political Polarization of Reddit Submissions in the Trump Era
    Virginia MoriniLaura Pollacci, and Giulio Rossetti
    In 28th Symposium on Advanced Database Systems 2020
  3. Modelling human mobility considering spatial, temporal and social dimensions
    Giuliano CornacchiaGiulio Rossetti, and Luca Pappalardo
    arXiv preprint arXiv:2007.02371 2020
  4. The relationship between human mobility and viral transmissibility during the COVID-19 epidemics in Italy
    Paolo CintiaLuca PappalardoSalvatore Rinzivillo, Daniele Fadda, Tobia Boschi, Fosca GiannottiFrancesca Chiaromonte, Pietro Bonato, Francesco Fabbri, Francesco Penone, and 1 more author
    arXiv preprint arXiv:2006.03141 2020
  5. Mobile phone data analytics against the COVID-19 epidemics in Italy: Flow diversity and local job markets during the national lockdown
    Pietro Bonato, Paolo Cintia, Francesco Fabbri, Daniele Fadda, Fosca Giannotti, Pier Luigi Lopalco, Sara Mazzilli, Mirco NanniLuca PappalardoDino Pedreschi, and 1 more author
    arXiv preprint arXiv:2004.11278 2020
  6. Identifying and exploiting homogeneous communities in labeled networks
    Salvatore Citraro, and Giulio Rossetti
    Applied Network Science 2020
  7. Opinion dynamic modeling of fake news perception
    Cecilia Toccaceli, Letizia Milli, and Giulio Rossetti
    In International Conference on Complex Networks and Their Applications 2020
  8. CDlib: a Python Library to Extract, Compare and Evaluate Communities from Complex Networks
    Remy CazabetGiulio Rossetti, and Letizia Milli
    In MARAMI 2020

2019

  1. The italian music superdiversity
    Multimedia Tools and Applications 2019
  2. DynComm R Package–Dynamic Community Detection for Evolving Networks
    Rui Portocarrero Sarmento, Luı́s Lemos, Mário Cordeiro, Giulio Rossetti, and Douglas Cardoso
    arXiv preprint arXiv:1905.01498 2019
  3. CDLIB: a python library to extract, compare and evaluate communities from complex networks
    Giulio RossettiLetizia Milli, and Remy Cazabet
    Applied Network Science 2019
  4. A complex network approach to semantic spaces: How meaning organizes itself
    Salvatore Citraro, and Giulio Rossetti
    SEBD 2019
  5. Confernce
    Eva: Attribute-aware network segmentation
    Salvatore Citraro, and Giulio Rossetti
    In International Conference on Complex Networks and Their Applications 2019
  6. Exorcising the Demon: Angel, Efficient Node-Centric Community Discovery
    Giulio Rossetti
    In International Conference on Complex Networks and Their Applications 2019
  7. Community-Aware Content Diffusion: Embeddednes and Permeability
    Letizia Milli, and Giulio Rossetti
    In International Conference on Complex Networks and Their Applications 2019
  8. Challenges in community discovery on temporal networks
    Remy Cazabet, and Giulio Rossetti
    2019
  9. “Know Thyself” How Personal Music Tastes Shape the Last. Fm Online Social Network
    Riccardo Guidotti, and Giulio Rossetti
    In International Symposium on Formal Methods 2019

2018

  1. How data mining and machine learning evolved from relational data base to data science
    Giuseppe Amato, Leonardo Candela, Donatella Castelli, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Fosca GiannottiAnna MonrealeMirco Nanni, Pasquale Pagano, and 1 more author
    2018
  2. Discovering mobility functional areas: a mobility data analysis approach
    Lorenzo Gabrielli, Daniele Fadda, Giulio RossettiMirco Nanni, Leonardo Piccinini, Dino PedreschiFosca Giannotti, and Patrizia Lattarulo
    In International Workshop on Complex Networks 2018
  3. Diffusive phenomena in dynamic networks: a data-driven study
    Letizia MilliGiulio RossettiDino Pedreschi, and Fosca Giannotti
    In International Workshop on Complex Networks 2018
  4. Community discovery in dynamic networks: a survey
    Giulio Rossetti, and Remy Cazabet
    ACM computing surveys (CSUR) 2018
  5. Towards the Dynamic Community Discovery in Decentralized Online Social Networks
    Barbara GuidiAndrea Michienzi, and Giulio Rossetti
    Journal of Grid Computing 2018
  6. Active and passive diffusion processes in complex networks
    Letizia MilliGiulio RossettiDino Pedreschi, and Fosca Giannotti
    Applied network science 2018
  7. Personalized market basket prediction with temporal annotated recurring sequences
    IEEE Transactions on Knowledge and Data Engineering 2018

2017

  1. Dynamic Community Detection
    Remy CazabetGiulio Rossetti, and Frederic Amblard
    2017
  2. Dynamic Community Analysis in Decentralized Online Social Networks
    Barbara GuidiAndrea Michienzi, and Giulio Rossetti
    In International European Conference on Parallel and Distributed Computing (Euro-Par), LSDVE Workshop 2017
  3. RDYN: graph benchmark handling community dynamics
    Giulio Rossetti
    Journal of Complex Networks 2017
  4. Next basket prediction using recurring sequential patterns
    arXiv preprint arXiv:1702.07158 2017
  5. NDlib: Studying Network Diffusion Dynamics
    In IEEE International Conference on Data Science and Advanced Analytics 2017
  6. Information Diffusion in Complex Networks: The Active/Passive Conundrum
    Letizia MilliGiulio RossettiDino Pedreschi, and Fosca Giannotti
    In Complex Networks & Their Applications 2017
  7. The Fractal Dimension of Music: Geography, Popularity and Sentiment Analysis
    In EAI International Conference on Smart Objects and Technologies for Social Good 2017
  8. Market Basket Prediction using User-Centric Temporal Annotated Recurring Sequences
    In IEEE International Conference on Data Mining 2017
  9. Node-Centric Community Discovery: from Static to Dynamic Social Network Analysis
    Giulio RossettiDino Pedreschi, and Fosca Giannotti
    Online Social Networks and Media 2017
  10. Forecasting success via early adoptions analysis: A data-driven study
    Giulio RossettiLetizia MilliFosca Giannotti, and Dino Pedreschi
    PloS one 2017
  11. NDlib: a python library to model and analyze diffusion processes over complex networks
    International Journal of Data Science and Analytics 2017

2016

  1. A novel approach to evaluate community detection algorithms on ground truth
    Giulio RossettiLuca Pappalardo, and Salvatore Rinzivillo
    2016
  2. Audio Ergo Sum A Personal Data Model For Musical Preferences
    Riccardo GuidottiGiulio Rossetti, and Dino Pedreschi
    In 5th International Symposium “From Data to Models and Back (DataMod) 2016
  3. Tiles: an online algorithm for community discovery in dynamic social networks
    Giulio RossettiLuca PappalardoDino Pedreschi, and Fosca Giannotti
    Machine Learning 2016
  4. Football Market Strategies: Think Locally, Trade Globally
    Giulio Rossetti, and Vincenzo Caproni
    In Data mining for the Analysis of Performance and Success, DAPS workshop, IEEE International Conference on Data Mining series (ICDM) 2016
  5. “Are we playing like Music-Stars?” Placing Emerging Artists on the Italian Music Scene
    Laura PollacciRiccardo Guidotti, and Giulio Rossetti
    In 9th International Workshop on Machine Learning and Music, ECML-PKDD 2016
  6. A Supervised Approach for Intra-/Inter-Community Interaction Prediction in Dynamic Social Networks
    Social Network Analysis and Mining 2016
  7. Homophilic network decomposition: a community-centric analysis of online social services
    Social Network Analysis and Mining Journal 2016

2015

  1. Community-centric analysis of user engagement in Skype social network
    In International conference on Advances in Social Network Analysis and Mining (ASONAM 2015) 2015
  2. Interaction Prediction in Dynamic Networks exploiting Community Discovery
    In International conference on Advances in Social Network Analysis and Mining (ASONAM 2015) 2015
  3. Quantification in social networks
    In 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA) 2015

2014

  1. Uncovering Hierarchical and Overlapping Communities with a Local-First Approach
    Michele CosciaGiulio RossettiFosca Giannotti, and Dino Pedreschi
    ACM Transactions on Knowledge Discovery from Data (TKDD) 2014
  2. The patterns of musical influence on the Last. Fm social network.
    In SEBD 2014

2013

  1. Measuring tie strength in multidimensional networks.
    Luca PappalardoGiulio Rossetti, and Dino Pedreschi
    In SEBD 2013
  2. On multidimensional network measures.
    Matteo MagnaniAnna MonrealeGiulio Rossetti, and Fosca Giannotti
    In SEBD 2013
  3. “You know Because I Know”: A multidimensional network approach to human resources problem
    Michele CosciaGiulio RossettiDiego Pennacchioli, Damiano Ceccarelli, and Fosca Giannotti
    In 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013) 2013
  4. The three dimensions of social prominence
    In International Conference on Social Informatics 2013
  5. Quantification Trees
    In International Conference on Data Mining (ICDM), 2013 IEEE 13th 2013

2012

  1. Demon: a local-first discovery method for overlapping communities
    Michele CosciaGiulio RossettiFosca Giannotti, and Dino Pedreschi
    In Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining 2012
  2. " How Well Do We Know Each Other?" Detecting Tie Strength in Multidimensional Social Networks
    Luca PappalardoGiulio Rossetti, and Dino Pedreschi
    In 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2012
  3. Efficient distributed computation of human mobility aggregates through user mobility profiles
    Mirco NanniRoberto TrasartiGiulio Rossetti, and Dino Pedreschi
    In Proceedings of the ACM SIGKDD International Workshop on Urban Computing 2012

2011

  1. Scalable link prediction on multidimensional networks
    Giulio RossettiMichele Berlingerio, and Fosca Giannotti
    In 2011 IEEE 11th international conference on data mining workshops 2011