Color codes discriminate between journal articles , conference papers , preprints and book chapters .
2024 Cognitive modelling of concepts in the mental lexicon with multilayer networks: Insights, advancements and future challenges
Psychonomic Bulletin & Review 2024
LLM generated word association norms
In Hybrid Human Artificial Intelligence 2024
@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} ,
}
Voices of rape: Cognitive networks link passive voice usage to psychological distress in online narratives
Computers in Human Behavior 2024
@article { abramski2024voices ,
author = {Abramski, Katherine and Ciringione, Luciana and Rossetti, Giulio and Stella, Massimo} ,
journal = {Computers in Human Behavior} ,
year = {2024} ,
}
2023 Feature-rich multiplex lexical networks reveal mental strategies of early language learning
Scientific Reports 2023
@article { citraro2022feature ,
author = {Citraro, Salvatore and Vitevitch, Michael and Stella, Massimo and Rossetti, Giulio} ,
journal = {Scientific Reports} ,
year = {2023} ,
}
A framework for the diachronic and linguistic analysis of online polarized discussions
In Complex networks 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} ,
year = {2023} ,
}
Where do migrants and natives belong in a community: a Twitter case study and privacy risk analysis
Social Network Analysis and Mining 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} ,
}
Higher-Order Estimate of Open Mindedness in Online Political Discussions
In International School and Conference on Network Science 2023
@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} ,
}
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
@inproceedings { abramski2023the ,
author = {Abramski, Katherine and Citraro, Salvatore and Rossetti, Giulio and Stella, Massimo} ,
booktitle = {International School and Conference on Network Science} ,
year = {2023} ,
}
Beyond space and blocks: Generating networks with arbitrary structure
In International School and Conference on Network Science 2023
@inproceedings { cazabet2023beyond ,
author = {Cazabet, Remy and Fize, Jacques and Citraro, Salvatore and Rossetti, Giulio} ,
booktitle = {International School and Conference on Network Science} ,
year = {2023} ,
}
Cognitive network science reveals bias in GPT-3, ChatGPT, and GPT-4 mirroring math anxiety in high-school students
Big Data and Cognitive Computing 2023
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},
}
Attributed Stream Hypergraphs: temporal modeling of node-attributed high-order interactions
Applied Network Science 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} ,
}
Hypergraph models of the mental lexicon capture greater information than pairwise networks for predicting language learning
New Ideas in Psychology 2023
@article { Citraro2023bHypergraph ,
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} ,
}
Academic Mobility from a Big Data Perspective
Journal of Data Science and Analytics 2023
@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} ,
}
Mass Media Impact on Opinion Evolution in Biased Digital Environments: a Bounded Confidence Model
Scientific Reports 2023
@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} ,
}
Towards hypergraph cognitive networks as feature-rich models of knowledge
EPJ Data Science 2023
@article { citraro2023towards ,
author = {Citraro, Salvatore and De Deyne, Simon and Stella, Massimo and Rossetti, Giulio} ,
year = {2023} ,
journal = {EPJ Data Science} ,
}
Who can help me? Reconstructing users’ psychological journeys in depression-related social media interactions
arXiv preprint arXiv:2311.17684 2023
@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} ,
}
Trends and Topics: Characterizing Echo Chambers’ Topological Stability and In-group Attitudes
arXiv preprint arXiv:2307.15610 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} ,
}
Structify-Net: Random Graph generation with controlled size and customized structure
arXiv preprint arXiv:2306.05274 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} ,
}
Similar Minds: Modeling Opinion Dynamics with Similarity-Based Influence and Bounded Confidence
In International Conference on Complex Networks and Their Applications 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} ,
}
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
@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} ,
}
2022 ∆-Conformity: multi-scale node assortativity in feature-rich stream graphs
International Journal of Data Science and Analytics 2022
@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} ,
}
Venture capital investments through the lens of network and functional data analysis
Applied Network Science 2022
@article { esposito2022venture ,
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} ,
}
Attributed Stream-Hypernetwork Analysis: a SocioPatterns Case Study
2022
@article { failla2022attributed ,
author = {Failla, Andrea and Citraro, Salvatore and Rossetti, Giulio} ,
year = {2022} ,
}
Academic Mobility from a Big Data Perspective
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} ,
}
Modeling algorithmic bias: simplicial complexes and evolving network topologies
Applied Network Science 2022
@article { pansanella2022modeling ,
author = {Pansanella, Valentina and Rossetti, Giulio and Milli, Letizia} ,
journal = {Applied Network Science} ,
volume = {7} ,
number = {1} ,
pages = {1--24} ,
year = {2022} ,
publisher = {Springer} ,
}
Cognitive network neighbourhoods quantify feelings expressed in suicide notes and Reddit mental health communities
Physica A: Statistical Mechanics and its Applications 2022
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},
}
Cognitive modelling with multilayer networks: Insights, advancements and future challenges
arXiv preprint arXiv:2210.00500 2022
journal = {arXiv preprint arXiv:2210.00500},
year = {2022},
}
Origin and destination attachment: study of cultural integration on Twitter
EPJ Data Science 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} ,
}
Change my Mind: Data Driven Estimate of Open-Mindedness from Political Discussions
In Complex Networks & Their Applications 2022
@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} ,
}
Attributed Stream-Hypernetwork analysis: Homophilic Behaviors in Pairwise and Group Political Discussions on Reddit
In Complex Networks & Their Applications 2022
@inproceedings { failla2022attributed2 ,
author = {Failla, Andrea and Citraro, Salvatore and Rossetti, Giulio} ,
booktitle = {Complex Networks \& Their Applications} ,
year = {2022} ,
}
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
@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} ,
}
Big Data Analytics and Instagram: an exploratory study on Italian hotel accounts
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} ,
}
2021 UTLDR: an agent-based framework for modeling infectious diseases and public interventions
Journal of Intelligent Information Systems 2021
@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} ,
}
Predicting seasonal influenza using supermarket retail records
PLOS Computational Biology 2021
@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} ,
}
Home and destination attachment: study of cultural integration on Twitter
arXiv preprint arXiv:2102.11398 2021
@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} ,
}
Characterising different communities of Twitter users: Migrants and natives
In International Conference on Complex Networks and Their Applications 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} ,
}
Evaluating community detection algorithms for progressively evolving graphs
Journal of Complex Networks 2021
@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} ,
}
Toward a Standard Approach for Echo Chamber Detection: Reddit Case Study
Applied Sciences 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} ,
}
Sockpuppet Detection: a Telegram case study
arXiv preprint arXiv:2105.10799 2021
@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} ,
}
X-Mark: a benchmark for node-attributed community discovery algorithms
Social Network Analysis and Mining 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} ,
}
Cognitive network science quantifies feelings expressed in suicide letters and Reddit mental health communities
https://arxiv.org/abs/2110.15269 2021
author = {Joseph, Simmi Marina and Citraro, Salvatore and Morini, Virginia and Rossetti, Giulio and Stella, Massimo},
year = {2021},
}
Can you always reap what you sow? Network and functional data analysis of VC investments in health-tech companies
arXiv preprint arXiv:2111.06371 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} ,
}
From mean-field to complex topologies: network effects on the algorithmic bias model
In International Conference on Complex Networks and Their Applications 2021
@inproceedings { pansanella2021mean ,
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} ,
}
A Network Science approach to Instance Matching
In NERCCS 2021: Fourth Northeast Regional Conference on Complex Systems 2021
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},
}
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
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},
}
2020 Angel: efficient, and effective, node-centric community discovery in static and dynamic networks
Giulio Rossetti
Applied Network Science 2020
@article { rossetti2020angel ,
author = {Rossetti, Giulio} ,
journal = {Applied Network Science} ,
year = {2020} ,
publisher = {Springer} ,
}
Capturing Political Polarization of Reddit Submissions in the Trump Era
In 28th Symposium on Advanced Database Systems 2020
@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} ,
}
Modelling human mobility considering spatial, temporal and social dimensions
arXiv preprint arXiv:2007.02371 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} ,
}
The relationship between human mobility and viral transmissibility during the COVID-19 epidemics in Italy
Paolo Cintia ,
Luca Pappalardo ,
Salvatore Rinzivillo , Daniele Fadda, Tobia Boschi,
Fosca Giannotti ,
Francesca Chiaromonte , Pietro Bonato, Francesco Fabbri, Francesco Penone, and
1 more author arXiv preprint arXiv:2006.03141 2020
@article { cintia2020relationship ,
title = {The relationship between human mobility and viral transmissibility during the COVID-19 epidemics in Italy} ,
journal = {arXiv preprint arXiv:2006.03141} ,
year = {2020} ,
}
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 Nanni ,
Luca Pappalardo ,
Dino Pedreschi , and
1 more author arXiv preprint arXiv:2004.11278 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} ,
journal = {arXiv preprint arXiv:2004.11278} ,
year = {2020} ,
}
Identifying and exploiting homogeneous communities in labeled networks
Applied Network Science 2020
@article { citraro2020identifying ,
author = {Citraro, Salvatore and Rossetti, Giulio} ,
journal = {Applied Network Science} ,
volume = {5} ,
number = {1} ,
pages = {1--20} ,
year = {2020} ,
publisher = {SpringerOpen} ,
}
Opinion dynamic modeling of fake news perception
In International Conference on Complex Networks and Their Applications 2020
@inproceedings { toccaceli2020opinion ,
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} ,
}
CDlib: a Python Library to Extract, Compare and Evaluate Communities from Complex Networks
In MARAMI 2020
@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} ,
}
2019 The italian music superdiversity
Multimedia Tools and Applications 2019
@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} ,
}
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
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},
}
CDLIB: a python library to extract, compare and evaluate communities from complex networks
Applied Network Science 2019
@article { rossetti2019cdlib ,
author = {Rossetti, Giulio and Milli, Letizia and Cazabet, Remy} ,
journal = {Applied Network Science} ,
volume = {4} ,
number = {1} ,
pages = {1--26} ,
year = {2019} ,
publisher = {SpringerOpen} ,
}
A complex network approach to semantic spaces: How meaning organizes itself
SEBD 2019
@article { citraro2019complex ,
author = {Citraro, Salvatore and Rossetti, Giulio} ,
journal = {SEBD} ,
volume = {7} ,
pages = {8} ,
year = {2019} ,
}
Eva: Attribute-aware network segmentation
In International Conference on Complex Networks and Their Applications 2019
@inproceedings { citraro2019eva ,
author = {Citraro, Salvatore and Rossetti, Giulio} ,
booktitle = {International Conference on Complex Networks and Their Applications} ,
pages = {141--151} ,
year = {2019} ,
organization = {Springer, Cham} ,
}
Exorcising the Demon: Angel, Efficient Node-Centric Community Discovery
Giulio Rossetti
In International Conference on Complex Networks and Their Applications 2019
@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} ,
}
Challenges in community discovery on temporal networks
2019
@incollection { cazabet2019challenges ,
author = {Cazabet, Remy and Rossetti, Giulio} ,
booktitle = {Temporal Network Theory} ,
pages = {181--197} ,
year = {2019} ,
publisher = {Springer} ,
}
“Know Thyself” How Personal Music Tastes Shape the Last. Fm Online Social Network
In International Symposium on Formal Methods 2019
@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} ,
}
2018 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 Giannotti ,
Anna Monreale ,
Mirco Nanni , Pasquale Pagano, and
1 more author 2018
@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} ,
}
Discovering mobility functional areas: a mobility data analysis approach
In International Workshop on Complex Networks 2018
@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} ,
}
Diffusive phenomena in dynamic networks: a data-driven study
In International Workshop on Complex Networks 2018
@inproceedings { milli2018diffusive ,
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} ,
}
Towards the Dynamic Community Discovery in Decentralized Online Social Networks
Journal of Grid Computing 2018
@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} ,
}
Active and passive diffusion processes in complex networks
Applied network science 2018
@article { milli2018active ,
author = {Milli, Letizia and Rossetti, Giulio and Pedreschi, Dino and Giannotti, Fosca} ,
volume = {3} ,
number = {1} ,
pages = {1--15} ,
year = {2018} ,
publisher = {SpringerOpen} ,
}
Personalized market basket prediction with temporal annotated recurring sequences
IEEE Transactions on Knowledge and Data Engineering 2018
@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} ,
}
2017 Dynamic Community Detection
2017
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},
}
Dynamic Community Analysis in Decentralized Online Social Networks
In International European Conference on Parallel and Distributed Computing (Euro-Par), LSDVE Workshop 2017
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},
}
RDYN: graph benchmark handling community dynamics
Giulio Rossetti
Journal of Complex Networks 2017
author = {Rossetti, Giulio},
journal = {Journal of Complex Networks},
year = {2017},
}
Next basket prediction using recurring sequential patterns
arXiv preprint arXiv:1702.07158 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} ,
}
NDlib: Studying Network Diffusion Dynamics
In IEEE International Conference on Data Science and Advanced Analytics 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} ,
}
The Fractal Dimension of Music: Geography, Popularity and Sentiment Analysis
In EAI International Conference on Smart Objects and Technologies for Social Good 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} ,
}
Market Basket Prediction using User-Centric Temporal Annotated Recurring Sequences
In IEEE International Conference on Data Mining 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} ,
}
Node-Centric Community Discovery: from Static to Dynamic Social Network Analysis
Online Social Networks and Media 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} ,
}
Forecasting success via early adoptions analysis: A data-driven study
PloS one 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} ,
}
NDlib: a python library to model and analyze diffusion processes over complex networks
International Journal of Data Science and Analytics 2017
@article { rossetti2017ndlib ,
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} ,
}
2016 A novel approach to evaluate community detection algorithms on ground truth
2016
@incollection { rossetti2016novel ,
title = {A novel approach to evaluate community detection algorithms on ground truth} ,
author = {Rossetti, Giulio and Pappalardo, Luca and Rinzivillo, Salvatore} ,
pages = {133--144} ,
year = {2016} ,
publisher = {Springer, Cham} ,
}
Audio Ergo Sum A Personal Data Model For Musical Preferences
In 5th International Symposium “From Data to Models and Back (DataMod) 2016
@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} ,
}
Tiles: an online algorithm for community discovery in dynamic social networks
Machine Learning 2016
@article { rossetti2016tiles ,
author = {Rossetti, Giulio and Pappalardo, Luca and Pedreschi, Dino and Giannotti, Fosca} ,
journal = {Machine Learning} ,
pages = {1--29} ,
year = {2016} ,
}
“Are we playing like Music-Stars?” Placing Emerging Artists on the Italian Music Scene
In 9th International Workshop on Machine Learning and Music, ECML-PKDD 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} ,
}
A Supervised Approach for Intra-/Inter-Community Interaction Prediction in Dynamic Social Networks
Social Network Analysis and Mining 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} ,
}
Homophilic network decomposition: a community-centric analysis of online social services
Social Network Analysis and Mining Journal 2016
@article { rossetti2016homophilic ,
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} ,
}
2015 Interaction Prediction in Dynamic Networks exploiting Community Discovery
In International conference on Advances in Social Network Analysis and Mining (ASONAM 2015) 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} ,
}
Quantification in social networks
In 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA) 2015
@inproceedings { milli2015quantification ,
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} ,
}
2014 Uncovering Hierarchical and Overlapping Communities with a Local-First Approach
ACM Transactions on Knowledge Discovery from Data (TKDD) 2014
@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} ,
}
The patterns of musical influence on the Last. Fm social network.
In SEBD 2014
@inproceedings { pennacchioli2014patterns ,
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} ,
}
2013 Measuring tie strength in multidimensional networks.
In SEBD 2013
@inproceedings { pappalardo2013measuring ,
author = {Pappalardo, Luca and Rossetti, Giulio and Pedreschi, Dino} ,
booktitle = {SEBD} ,
pages = {223--230} ,
year = {2013} ,
}
On multidimensional network measures.
In SEBD 2013
@inproceedings { magnani2013multidimensional ,
author = {Magnani, Matteo and Monreale, Anna and Rossetti, Giulio and Giannotti, Fosca} ,
booktitle = {SEBD} ,
pages = {215--222} ,
year = {2013} ,
}
“You know Because I Know”: A multidimensional network approach to human resources problem
In 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013) 2013
@inproceedings { coscia2013you ,
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} ,
}
The three dimensions of social prominence
In International Conference on Social Informatics 2013
@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} ,
}
Quantification Trees
In International Conference on Data Mining (ICDM), 2013 IEEE 13th 2013
@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} ,
}
2012 Demon: a local-first discovery method for overlapping communities
In Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining 2012
@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} ,
}
" How Well Do We Know Each Other?" Detecting Tie Strength in Multidimensional Social Networks
In 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 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} ,
}
Efficient distributed computation of human mobility aggregates through user mobility profiles
In Proceedings of the ACM SIGKDD International Workshop on Urban Computing 2012
@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} ,
}
2011 Scalable link prediction on multidimensional networks
In 2011 IEEE 11th international conference on data mining workshops 2011
@inproceedings { rossetti2011scalable ,
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} ,
}