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Giulio Rossetti
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- affiliation: University of Pisa, Italy
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2020 – today
- 2024
- [j32]Katherine Abramski
, Luciana Ciringione
Voices of rape: Cognitive networks link passive voice usage to psychological distress in online narratives. Comput. Hum. Behav. 158: 108266 (2024) - [j31]Salvatore Citraro
Δ-Conformity: multi-scale node assortativity in feature-rich stream graphs. Int. J. Data Sci. Anal. 17(2): 153-164 (2024) - [j30]Alina Sîrbu, Diletta Goglia, Jisu Kim, Paul Maximilian Magos
International mobility between the UK and Europe around Brexit: a data-driven study. J. Comput. Soc. Sci. 7(2): 1451-1482 (2024) - [j29]Andrea Failla, Rémy Cazabet, Giulio Rossetti, Salvatore Citraro:
Describing group evolution in temporal data using multi-faceted events. Mach. Learn. 113(10): 7591-7615 (2024) - [c43]Michele Joshua Maggini, Virginia Morini, Davide Bassi, Giulio Rossetti:
Diachronic Political Content Analysis: A Comparative Study of Topics and Sentiments in Echo Chambers and Beyond. CODAI@ECAI 2024: 1-10 - [c42]Katherine Abramski, Clara Lavorati, Giulio Rossetti, Massimo Stella:
LLM-Generated Word Association Norms. HHAI 2024: 3-12 - [c41]Katherine Abramski, Salvatore Citraro, Luigi Lombardi, Giulio Rossetti, Massimo Stella:
Cognitive Network Science Unveils Affective Bias in GPT Models Mirroring Math Anxiety in High-School Students. HHAI 2024: 451-453 - [i39]Andrea Failla, Rémy Cazabet, Giulio Rossetti, Salvatore Citraro:
Redefining Event Types and Group Evolution in Temporal Data. CoRR abs/2403.06771 (2024) - [i38]Virginia Morini, Valentina Pansanella, Katherine Abramski, Erica Cau, Andrea Failla, Salvatore Citraro, Giulio Rossetti:
From Perils to Possibilities: Understanding how Human (and AI) Biases affect Online Fora. CoRR abs/2403.14298 (2024) - [i37]Andrea Failla, Giulio Rossetti:
"I'm in the Bluesky Tonight": Insights from a Year Worth of Social Data. CoRR abs/2404.18984 (2024) - [i36]Luca Pappalardo, Emanuele Ferragina, Salvatore Citraro, Giuliano Cornacchia, Mirco Nanni, Giulio Rossetti, Gizem Gezici, Fosca Giannotti, Margherita Lalli, Daniele Gambetta, Giovanni Mauro, Virginia Morini, Valentina Pansanella, Dino Pedreschi:
A survey on the impact of AI-based recommenders on human behaviours: methodologies, outcomes and future directions. CoRR abs/2407.01630 (2024) - [i35]Andrea Failla, Salvatore Citraro, Giulio Rossetti, Francesco Cauteruccio:
Characterizing User Archetypes and Discussions on Scored.co. CoRR abs/2407.21753 (2024) - [i34]Giulio Rossetti, Massimo Stella, Rémy Cazabet, Katherine Abramski, Erica Cau, Salvatore Citraro, Andrea Failla, Riccardo Improta, Virginia Morini, Valentina Pansanella:
Y Social: an LLM-powered Social Media Digital Twin. CoRR abs/2408.00818 (2024) - 2023
- [j28]Andrea Failla
Attributed Stream Hypergraphs: temporal modeling of node-attributed high-order interactions. Appl. Netw. Sci. 8(1): 31 (2023) - [j27]Katherine Abramski, Salvatore Citraro, Luigi Lombardi, Giulio Rossetti
Cognitive Network Science Reveals Bias in GPT-3, GPT-3.5 Turbo, and GPT-4 Mirroring Math Anxiety in High-School Students. Big Data Cogn. Comput. 7(3): 124 (2023) - [j26]Salvatore Citraro
Towards hypergraph cognitive networks as feature-rich models of knowledge. EPJ Data Sci. 12(1): 31 (2023) - [j25]Jisu Kim, Francesca Pratesi, Giulio Rossetti
Where do migrants and natives belong in a community: a Twitter case study and privacy risk analysis. Soc. Netw. Anal. Min. 13(1): 15 (2023) - [c40]Giulio Cordova, Luca Palla, Martina Sustrico, Giulio Rossetti:
I Like You if You Are Like Me: How the Italians' Opinion on Twitter About Migrants Changed After the 2022 Russo-Ukrainian Conflict. COMPLEX NETWORKS (3) 2023: 183-193 - [i33]Andrea Failla, Salvatore Citraro, Giulio Rossetti:
Attributed Stream Hypergraphs: temporal modeling of node-attributed high-order interactions. CoRR abs/2303.18226 (2023) - [i32]Salvatore Citraro, Simon De Deyne, Massimo Stella, Giulio Rossetti:
Towards hypergraph cognitive networks as feature-rich models of knowledge. CoRR abs/2304.06375 (2023) - [i31]Katherine Abramski, Salvatore Citraro, Luigi Lombardi, Giulio Rossetti, Massimo Stella:
Cognitive network science reveals bias in GPT-3, ChatGPT, and GPT-4 mirroring math anxiety in high-school students. CoRR abs/2305.18320 (2023) - [i30]Rémy Cazabet, Salvatore Citraro, Giulio Rossetti:
Structify-Net: Random Graph generation with controlled size and customized structure. CoRR abs/2306.05274 (2023) - [i29]Erica Cau, Virginia Morini, Giulio Rossetti:
Trends and Topics: Characterizing Echo Chambers' Topological Stability and In-group Attitudes. CoRR abs/2307.15610 (2023) - [i28]Virginia Morini, Salvatore Citraro, Elena Sajno
Who can help me? Reconstructing users' psychological journeys in depression-related social media interactions. CoRR abs/2311.17684 (2023) - 2022
- [j24]Christian Esposito, Marco Gortan, Lorenzo Testa
Venture capital investments through the lens of network and functional data analysis. Appl. Netw. Sci. 7(1): 42 (2022) - [j23]Valentina Pansanella, Giulio Rossetti
Modeling algorithmic bias: simplicial complexes and evolving network topologies. Appl. Netw. Sci. 7(1): 57 (2022) - [j22]Jisu Kim
Origin and destination attachment: study of cultural integration on Twitter. EPJ Data Sci. 11(1): 55 (2022) - [c39]Chiara Buongiovanni, Roswita Candusso, Giacomo Cerretini, Diego Febbe, Virginia Morini, Giulio Rossetti
Will You Take the Knee? Italian Twitter Echo Chambers' Genesis During EURO 2020. COMPLEX NETWORKS (1) 2022: 29-40 - [c38]Valentina Pansanella, Virginia Morini, Tiziano Squartini, Giulio Rossetti
Change My Mind: Data Driven Estimate of Open-Mindedness from Political Discussions. COMPLEX NETWORKS (1) 2022: 86-97 - [c37]Andrea Failla
Attributed Stream-Hypernetwork Analysis: Homophilic Behaviors in Pairwise and Group Political Discussions on Reddit. COMPLEX NETWORKS (1) 2022: 150-161 - [c36]Andrea Failla, Salvatore Citraro, Giulio Rossetti:
Attributed Stream-Hypernetwork Analysis: a SocioPatterns Case Study. SEBD 2022: 383-391 - [i27]Salvatore Citraro, Michael S. Vitevitch, Massimo Stella, Giulio Rossetti:
Feature-rich multiplex lexical networks reveal mental strategies of early language learning. CoRR abs/2201.05061 (2022) - [i26]Christian Esposito, Marco Gortan, Lorenzo Testa, Francesca Chiaromonte, Giorgio Fagiolo, Andrea Mina, Giulio Rossetti:
Venture capital investments through the lens of network and functional data analysis. CoRR abs/2202.12859 (2022) - [i25]Valentina Pansanella, Giulio Rossetti, Letizia Milli:
From mean-field to complex topologies: network effects on the algorithmic bias model. CoRR abs/2205.08412 (2022) - [i24]Valentina Pansanella, Virginia Morini, Tiziano Squartini, Giulio Rossetti:
Change my Mind: Data Driven Estimate of Open-Mindedness from Political Discussions. CoRR abs/2209.10470 (2022) - [i23]Massimo Stella, Salvatore Citraro, Giulio Rossetti, Daniele Marinazzo, Yoed N. Kenett
Cognitive modelling with multilayer networks: Insights, advancements and future challenges. CoRR abs/2210.00500 (2022) - 2021
- [j21]Rémy Cazabet
Evaluating community detection algorithms for progressively evolving graphs. J. Complex Networks 8(6) (2021) - [j20]Giulio Rossetti
Conformity: A Path-Aware Homophily Measure for Node-Attributed Networks. IEEE Intell. Syst. 36(1): 25-34 (2021) - [j19]Giulio Rossetti
UTLDR: an agent-based framework for modeling infectious diseases and public interventions. J. Intell. Inf. Syst. 57(2): 347-368 (2021) - [j18]Ioanna Miliou
Predicting seasonal influenza using supermarket retail records. PLoS Comput. Biol. 17(7) (2021) - [j17]Salvatore Citraro
X-Mark: a benchmark for node-attributed community discovery algorithms. Soc. Netw. Anal. Min. 11(1): 99 (2021) - [c35]Jisu Kim, Alina Sîrbu
Characterising Different Communities of Twitter Users: Migrants and Natives. COMPLEX NETWORKS 2021: 130-141 - [c34]Valentina Pansanella, Giulio Rossetti
From Mean-Field to Complex Topologies: Network Effects on the Algorithmic Bias Model. COMPLEX NETWORKS 2021: 329-340 - [c33]Christian Esposito, Marco Gortan, Lorenzo Testa
Can You Always Reap What You Sow? Network and Functional Data Analysis of Venture Capital Investments in Health-Tech Companies. COMPLEX NETWORKS 2021: 744-755 - [i22]Jisu Kim, Alina Sîrbu, Giulio Rossetti, Fosca Giannotti, Hillel Rapoport:
Home and destination attachment: study of cultural integration on Twitter. CoRR abs/2102.11398 (2021) - [i21]Jisu Kim, Alina Sîrbu, Fosca Giannotti, Giulio Rossetti:
Characterising different communities of Twitter users: Migrants and natives. CoRR abs/2103.03710 (2021) - [i20]Gabriele Pisciotta, Miriana Somenzi, Elisa Barisani, Giulio Rossetti:
Sockpuppet Detection: a Telegram case study. CoRR abs/2105.10799 (2021) - [i19]Simmi Marina Joseph, Salvatore Citraro, Virginia Morini, Giulio Rossetti, Massimo Stella:
Cognitive network science quantifies feelings expressed in suicide letters and Reddit mental health communities. CoRR abs/2110.15269 (2021) - [i18]Christian Esposito, Marco Gortan, Lorenzo Testa, Francesca Chiaromonte, Giorgio Fagiolo, Andrea Mina, Giulio Rossetti:
Can you always reap what you sow? Network and functional data analysis of VC investments in health-tech companies. CoRR abs/2111.06371 (2021) - [i17]Salvatore Citraro, Letizia Milli, Rémy Cazabet, Giulio Rossetti:
Δ-Conformity: Multi-scale Node Assortativity in Feature-rich Stream Graphs. CoRR abs/2111.15534 (2021) - [i16]Giulio Rossetti, Letizia Milli, Salvatore Rinzivillo:
NDlib: A Python Library to Model and Analyze Diffusion Processes over Complex Networks. ERCIM News 2021(124) (2021) - 2020
- [j16]Giulio Rossetti
ANGEL: efficient, and effective, node-centric community discovery in static and dynamic networks. Appl. Netw. Sci. 5(1): 26 (2020) - [j15]Salvatore Citraro
Identifying and exploiting homogeneous communities in labeled networks. Appl. Netw. Sci. 5(1): 55 (2020) - [c32]Cecilia Toccaceli, Letizia Milli
Opinion Dynamic Modeling of Fake News Perception. COMPLEX NETWORKS (1) 2020: 370-381 - [c31]Rémy Cazabet, Giulio Rossetti, Letizia Milli:
CDlib: a Python Library to Extract, Compare and Evaluate Communities from Complex Networks (extended abstract). MARAMI 2020 - [c30]Virginia Morini, Laura Pollacci, Giulio Rossetti:
Capturing Political Polarization of Reddit Submissions in the Trump Era. SEBD 2020: 80-87 - [i15]Pietro Bonato, Paolo Cintia, Francesco Fabbri, Daniele Fadda, Fosca Giannotti, Pier Luigi Lopalco, Sara Mazzilli, Mirco Nanni, Luca Pappalardo, Dino Pedreschi, Francesco Penone, Salvatore Rinzivillo, Giulio Rossetti, Marcello Savarese, Lara Tavoschi:
Mobile phone data analytics against the COVID-19 epidemics in Italy: flow diversity and local job markets during the national lockdown. CoRR abs/2004.11278 (2020) - [i14]Paolo Cintia, Daniele Fadda, Fosca Giannotti, Luca Pappalardo, Giulio Rossetti, Dino Pedreschi, Salvo Rinzivillo, Pietro Bonato, Francesco Fabbri, Francesco Penone, Marcello Savarese, Daniele Checchi, Francesca Chiaromonte, Paolo Vineis, Giorgio Guzzetta, Flavia Riccardo, Valentina Marziano, Piero Poletti, Filippo Trentini, Antonino Bella, Xanthi Andrianou, Martina Del Manso, Massimo Fabiani, Stefania Bellino, Stefano Boros, Alberto Mateo Urdiales, Maria Fenicia Vescio
The relationship between human mobility and viral transmissibility during the COVID-19 epidemics in Italy. CoRR abs/2006.03141 (2020) - [i13]Giuliano Cornacchia, Giulio Rossetti, Luca Pappalardo:
Modelling Human Mobility considering Spatial, Temporal and Social Dimensions. CoRR abs/2007.02371 (2020) - [i12]Rémy Cazabet, Souâad Boudebza, Giulio Rossetti:
Evaluating Community Detection Algorithms for Progressively Evolving Graphs. CoRR abs/2007.08635 (2020) - [i11]Giulio Rossetti, Letizia Milli, Salvatore Citraro, Virginia Morini:
UTLDR: an agent-based framework for modeling infectious diseases and public interventions. CoRR abs/2011.05606 (2020) - [i10]Ioanna Miliou, Xinyue Xiong, Salvatore Rinzivillo, Qian Zhang, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi, Alessandro Vespignani:
Predicting seasonal influenza using supermarket retail records. CoRR abs/2012.04651 (2020) - [i9]Giulio Rossetti, Salvatore Citraro, Letizia Milli:
Conformity: A Path-Aware Homophily Measure for Node-Attributed Networks. CoRR abs/2012.05195 (2020)
2010 – 2019
- 2019
- [j14]Giulio Rossetti
CDLIB: a python library to extract, compare and evaluate communities from complex networks. Appl. Netw. Sci. 4(1): 52:1-52:26 (2019) - [j13]Barbara Guidi
Towards the Dynamic Community Discovery in Decentralized Online Social Networks. J. Grid Comput. 17(1): 23-44 (2019) - [j12]Laura Pollacci
The italian music superdiversity - Geography, emotion and language: one resource to find them, one resource to rule them all. Multim. Tools Appl. 78(3): 3297-3319 (2019) - [j11]Rémy Cazabet
Editorial - Special issue on OSNEM network properties and dynamics. Online Soc. Networks Media 12: 21 (2019) - [j10]Riccardo Guidotti
Personalized Market Basket Prediction with Temporal Annotated Recurring Sequences. IEEE Trans. Knowl. Data Eng. 31(11): 2151-2163 (2019) - [c29]Salvatore Citraro, Giulio Rossetti
Eva: Attribute-Aware Network Segmentation. COMPLEX NETWORKS (1) 2019: 141-151 - [c28]Giulio Rossetti
Exorcising the Demon: Angel, Efficient Node-Centric Community Discovery. COMPLEX NETWORKS (1) 2019: 152-163 - [c27]Letizia Milli
Community-Aware Content Diffusion: Embeddednes and Permeability. COMPLEX NETWORKS (1) 2019: 362-371 - [c26]Riccardo Guidotti, Giulio Rossetti
"Know Thyself" How Personal Music Tastes Shape the Last.Fm Online Social Network. FM Workshops (1) 2019: 146-161 - [c25]Salvatore Citraro, Giulio Rossetti:
A Complex Network Approach to Semantic Spaces: How Meaning Organizes Itself. SEBD 2019 - [i8]Rui Portocarrero Sarmento
DynComm R Package - Dynamic Community Detection for Evolving Networks. CoRR abs/1905.01498 (2019) - [i7]Rémy Cazabet
Challenges in Community Discovery on Temporal Networks. CoRR abs/1907.11435 (2019) - [i6]Salvatore Citraro, Giulio Rossetti:
Eva: Attribute-Aware Network Segmentation. CoRR abs/1910.06599 (2019) - 2018
- [j9]Letizia Milli
Active and passive diffusion processes in complex networks. Appl. Netw. Sci. 3(1): 42:1-42:15 (2018) - [j8]Giulio Rossetti
Community Discovery in Dynamic Networks: A Survey. ACM Comput. Surv. 51(2): 35:1-35:37 (2018) - [j7]Giulio Rossetti
NDlib: a python library to model and analyze diffusion processes over complex networks. Int. J. Data Sci. Anal. 5(1): 61-79 (2018) - [c24]Giulio Rossetti
NDlib: A Python Library to Model and Analyze Diffusion Processes over Complex Networks. WWW (Companion Volume) 2018: 183-186 - [c23]Rémy Cazabet, Andrea Passarella, Giulio Rossetti, Fabrizio Silvestri:
OSNED 2018 Chairs' Welcome & Organization. WWW (Companion Volume) 2018: 1425-1426 - [p1]Giuseppe Amato, Leonardo Candela
How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science. A Comprehensive Guide Through the Italian Database Research 2018: 287-306 - [r1]Rémy Cazabet, Giulio Rossetti, Frédéric Amblard:
Dynamic Community Detection. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - [i5]Giulio Rossetti, Letizia Milli, Salvatore Rinzivillo, Alina Sîrbu, Fosca Giannotti, Dino Pedreschi:
NDlib: a Python Library to Model and Analyze Diffusion Processes Over Complex Networks. CoRR abs/1801.05854 (2018) - 2017
- [j6]Giulio Rossetti
$$\text{RD}\small{\text{YN}}$$ : graph benchmark handling community dynamics. J. Complex Networks 5(6): 893-912 (2017) - [j5]Giulio Rossetti
Tiles: an online algorithm for community discovery in dynamic social networks. Mach. Learn. 106(8): 1213-1241 (2017) - [j4]Giulio Rossetti
Node-centric Community Discovery: From static to dynamic social network analysis. Online Soc. Networks Media 3-4: 32-48 (2017) - [c22]Letizia Milli
Information Diffusion in Complex Networks: The Active/Passive Conundrum. COMPLEX NETWORKS 2017: 305-313 - [c21]Giulio Rossetti
NDlib: Studying Network Diffusion Dynamics. DSAA 2017: 155-164 - [c20]Barbara Guidi, Andrea Michienzi
Dynamic Community Analysis in Decentralized Online Social Networks. Euro-Par Workshops 2017: 517-528 - [c19]Laura Pollacci, Riccardo Guidotti, Giulio Rossetti
The Fractal Dimension of Music: Geography, Popularity and Sentiment Analysis. GOODTECHS 2017: 183-194 - [c18]Riccardo Guidotti, Giulio Rossetti
Market Basket Prediction Using User-Centric Temporal Annotated Recurring Sequences. ICDM 2017: 895-900 - [i4]Riccardo Guidotti, Giulio Rossetti, Luca Pappalardo, Fosca Giannotti, Dino Pedreschi:
Next Basket Prediction using Recurring Sequential Patterns. CoRR abs/1702.07158 (2017) - [i3]Giulio Rossetti, Rémy Cazabet:
Community Discovery in Dynamic Networks: a Survey. CoRR abs/1707.03186 (2017) - 2016
- [j3]Giulio Rossetti
A supervised approach for intra-/inter-community interaction prediction in dynamic social networks. Soc. Netw. Anal. Min. 6(1): 86:1-86:20 (2016) - [j2]Giulio Rossetti
Homophilic network decomposition: a community-centric analysis of online social services. Soc. Netw. Anal. Min. 6(1): 103:1-103:18 (2016) - [c17]Giulio Rossetti
A Novel Approach to Evaluate Community Detection Algorithms on Ground Truth. CompleNet 2016: 133-144 - [c16]Giulio Rossetti
Football Market Strategies: Think Locally, Trade Globally. ICDM Workshops 2016: 152-159 - [c15]Riccardo Guidotti, Giulio Rossetti
Audio Ergo Sum - A Personal Data Model for Musical Preferences. STAF Workshops 2016: 51-66 - 2015
- [b1]Giulio Rossetti:
Social Network Dynamics. University of Pisa, Italy, 2015 - [c14]Giulio Rossetti
Community-centric analysis of user engagement in Skype social network. ASONAM 2015: 547-552 - [c13]Giulio Rossetti
Interaction Prediction in Dynamic Networks exploiting Community Discovery. ASONAM 2015: 553-558 - [c12]Letizia Milli
Quantification in social networks. DSAA 2015: 1-10 - 2014
- [j1]Michele Coscia, Giulio Rossetti
Uncovering Hierarchical and Overlapping Communities with a Local-First Approach. ACM Trans. Knowl. Discov. Data 9(1): 6:1-6:27 (2014) - [c11]Diego Pennacchioli, Giulio Rossetti, Luca Pappalardo, Dino Pedreschi, Fosca Giannotti, Michele Coscia:
The patterns of musical influence on the Last.Fm social network. SEBD 2014: 284-291 - 2013
- [c10]Michele Coscia, Giulio Rossetti
"You know because I know": a multidimensional network approach to human resources problem. ASONAM 2013: 434-441 - [c9]Letizia Milli
Quantification Trees. ICDM 2013: 528-536 - [c8]Matteo Magnani, Anna Monreale, Giulio Rossetti, Fosca Giannotti:
On multidimensional network measures. SEBD 2013: 215-222 - [c7]Luca Pappalardo, Giulio Rossetti, Dino Pedreschi:
Measuring tie strength in multidimensional networks. SEBD 2013: 223-230 - [c6]Diego Pennacchioli, Giulio Rossetti
The Three Dimensions of Social Prominence. SocInfo 2013: 319-332 - [i2]Michele Coscia, Giulio Rossetti, Diego Pennacchioli, Damiano Ceccarelli, Fosca Giannotti:
"You Know Because I Know": a Multidimensional Network Approach to Human Resources Problem. CoRR abs/1305.7146 (2013) - 2012
- [c5]Luca Pappalardo
"How Well Do We Know Each Other?" Detecting Tie Strength in Multidimensional Social Networks. ASONAM 2012: 1040-1045 - [c4]Mirco Nanni, Roberto Trasarti
Efficient distributed computation of human mobility aggregates through user mobility profiles. UrbComp@KDD 2012: 87-94 - [c3]Michele Coscia, Giulio Rossetti
DEMON: a local-first discovery method for overlapping communities. KDD 2012: 615-623 - [i1]Michele Coscia, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi:
DEMON: a Local-First Discovery Method for Overlapping Communities. CoRR abs/1206.0629 (2012) - 2011
- [c2]Giulio Rossetti
Scalable Link Prediction on Multidimensional Networks. ICDM Workshops 2011: 979-986 - [c1]Giulio Rossetti, Michele Berlingerio, Fosca Giannotti:
Link Prediction su Reti Multidimensionali. SEBD 2011: 350-357
Coauthor Index
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