Giulio Rossetti

Orcid: 0000-0003-3373-1240

Affiliations:
  • University of Pisa, Italy


According to our database1, Giulio Rossetti authored at least 100 papers between 2011 and 2024.

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Bibliography

2024
Describing group evolution in temporal data using multi-faceted events.
Mach. Learn., October, 2024

International mobility between the UK and Europe around Brexit: a data-driven study.
J. Comput. Soc. Sci., October, 2024

Δ-Conformity: multi-scale node assortativity in feature-rich stream graphs.
Int. J. Data Sci. Anal., March, 2024

Y Social: an LLM-powered Social Media Digital Twin.
CoRR, 2024

Characterizing User Archetypes and Discussions on Scored.co.
CoRR, 2024

A survey on the impact of AI-based recommenders on human behaviours: methodologies, outcomes and future directions.
CoRR, 2024

"I'm in the Bluesky Tonight": Insights from a Year Worth of Social Data.
CoRR, 2024

From Perils to Possibilities: Understanding how Human (and AI) Biases affect Online Fora.
CoRR, 2024

Redefining Event Types and Group Evolution in Temporal Data.
CoRR, 2024

Voices of rape: Cognitive networks link passive voice usage to psychological distress in online narratives.
Comput. Hum. Behav., 2024

LLM-Generated Word Association Norms.
Proceedings of the HHAI 2024: Hybrid Human AI Systems for the Social Good, 2024

Cognitive Network Science Unveils Affective Bias in GPT Models Mirroring Math Anxiety in High-School Students.
Proceedings of the HHAI 2024: Hybrid Human AI Systems for the Social Good, 2024

Diachronic Political Content Analysis: A Comparative Study of Topics and Sentiments in Echo Chambers and Beyond.
Proceedings of the First Workshop on COuntering Disinformation with Artificial Intelligence (CODAI 2024) co-located with European Conference on Artificial Intelligence 2024 (ECAI 2024), 2024

2023
Towards hypergraph cognitive networks as feature-rich models of knowledge.
EPJ Data Sci., December, 2023

Attributed Stream Hypergraphs: temporal modeling of node-attributed high-order interactions.
Appl. Netw. Sci., December, 2023

Where do migrants and natives belong in a community: a Twitter case study and privacy risk analysis.
Soc. Netw. Anal. Min., 2023

Who can help me? Reconstructing users' psychological journeys in depression-related social media interactions.
CoRR, 2023

Trends and Topics: Characterizing Echo Chambers' Topological Stability and In-group Attitudes.
CoRR, 2023

Structify-Net: Random Graph generation with controlled size and customized structure.
CoRR, 2023

Cognitive network science reveals bias in GPT-3, ChatGPT, and GPT-4 mirroring math anxiety in high-school students.
CoRR, 2023

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., 2023

I Like You if You Are Like Me: How the Italians' Opinion on Twitter About Migrants Changed After the 2022 Russo-Ukrainian Conflict.
Proceedings of the Complex Networks & Their Applications XII, 2023

2022
Origin and destination attachment: study of cultural integration on Twitter.
EPJ Data Sci., 2022

Cognitive modelling with multilayer networks: Insights, advancements and future challenges.
CoRR, 2022

Feature-rich multiplex lexical networks reveal mental strategies of early language learning.
CoRR, 2022

Modeling algorithmic bias: simplicial complexes and evolving network topologies.
Appl. Netw. Sci., 2022

Venture capital investments through the lens of network and functional data analysis.
Appl. Netw. Sci., 2022

Attributed Stream-Hypernetwork Analysis: a SocioPatterns Case Study.
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

Change My Mind: Data Driven Estimate of Open-Mindedness from Political Discussions.
Proceedings of the Complex Networks and Their Applications XI, 2022

Attributed Stream-Hypernetwork Analysis: Homophilic Behaviors in Pairwise and Group Political Discussions on Reddit.
Proceedings of the Complex Networks and Their Applications XI, 2022

Will You Take the Knee? Italian Twitter Echo Chambers' Genesis During EURO 2020.
Proceedings of the Complex Networks and Their Applications XI, 2022

2021
X-Mark: a benchmark for node-attributed community discovery algorithms.
Soc. Netw. Anal. Min., 2021

Predicting seasonal influenza using supermarket retail records.
PLoS Comput. Biol., 2021

UTLDR: an agent-based framework for modeling infectious diseases and public interventions.
J. Intell. Inf. Syst., 2021

Conformity: A Path-Aware Homophily Measure for Node-Attributed Networks.
IEEE Intell. Syst., 2021

NDlib: A Python Library to Model and Analyze Diffusion Processes over Complex Networks.
ERCIM News, 2021

Can you always reap what you sow? Network and functional data analysis of VC investments in health-tech companies.
CoRR, 2021

Cognitive network science quantifies feelings expressed in suicide letters and Reddit mental health communities.
CoRR, 2021

Sockpuppet Detection: a Telegram case study.
CoRR, 2021

Home and destination attachment: study of cultural integration on Twitter.
CoRR, 2021

Evaluating community detection algorithms for progressively evolving graphs.
J. Complex Networks, 2021

From Mean-Field to Complex Topologies: Network Effects on the Algorithmic Bias Model.
Proceedings of the Complex Networks & Their Applications X - Volume 2, Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021, Madrid, Spain, November 30, 2021

Characterising Different Communities of Twitter Users: Migrants and Natives.
Proceedings of the Complex Networks & Their Applications X - Volume 1, Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021, Madrid, Spain, November 30, 2021

Can You Always Reap What You Sow? Network and Functional Data Analysis of Venture Capital Investments in Health-Tech Companies.
Proceedings of the Complex Networks & Their Applications X - Volume 1, Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021, Madrid, Spain, November 30, 2021

2020
Modelling Human Mobility considering Spatial, Temporal and Social Dimensions.
CoRR, 2020

The relationship between human mobility and viral transmissibility during the COVID-19 epidemics in Italy.
CoRR, 2020

Mobile phone data analytics against the COVID-19 epidemics in Italy: flow diversity and local job markets during the national lockdown.
CoRR, 2020

ANGEL: efficient, and effective, node-centric community discovery in static and dynamic networks.
Appl. Netw. Sci., 2020

Identifying and exploiting homogeneous communities in labeled networks.
Appl. Netw. Sci., 2020

Capturing Political Polarization of Reddit Submissions in the Trump Era.
Proceedings of the 28th Italian Symposium on Advanced Database Systems, 2020

CDlib: a Python Library to Extract, Compare and Evaluate Communities from Complex Networks (extended abstract).
Proceedings of MARAMI 2020 - Modèles & Analyse des Réseaux : Approches Mathématiques & Informatiques, 2020

Opinion Dynamic Modeling of Fake News Perception.
Proceedings of the Complex Networks & Their Applications IX, 2020

2019
Personalized Market Basket Prediction with Temporal Annotated Recurring Sequences.
IEEE Trans. Knowl. Data Eng., 2019

Editorial - Special issue on OSNEM network properties and dynamics.
Online Soc. Networks Media, 2019

The italian music superdiversity - Geography, emotion and language: one resource to find them, one resource to rule them all.
Multim. Tools Appl., 2019

Towards the Dynamic Community Discovery in Decentralized Online Social Networks.
J. Grid Comput., 2019

Challenges in Community Discovery on Temporal Networks.
CoRR, 2019

DynComm R Package - Dynamic Community Detection for Evolving Networks.
CoRR, 2019

CDLIB: a python library to extract, compare and evaluate communities from complex networks.
Appl. Netw. Sci., 2019

A Complex Network Approach to Semantic Spaces: How Meaning Organizes Itself.
Proceedings of the 27th Italian Symposium on Advanced Database Systems, 2019

"Know Thyself" How Personal Music Tastes Shape the Last.Fm Online Social Network.
Proceedings of the Formal Methods. FM 2019 International Workshops, 2019

Exorcising the Demon: Angel, Efficient Node-Centric Community Discovery.
Proceedings of the Complex Networks and Their Applications VIII, 2019

Community-Aware Content Diffusion: Embeddednes and Permeability.
Proceedings of the Complex Networks and Their Applications VIII, 2019

Eva: Attribute-Aware Network Segmentation.
Proceedings of the Complex Networks and Their Applications VIII, 2019

2018
Dynamic Community Detection.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

NDlib: a python library to model and analyze diffusion processes over complex networks.
Int. J. Data Sci. Anal., 2018

Community Discovery in Dynamic Networks: A Survey.
ACM Comput. Surv., 2018

Active and passive diffusion processes in complex networks.
Appl. Netw. Sci., 2018

OSNED 2018 Chairs' Welcome & Organization.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science.
Proceedings of the A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years., 2018

2017
Node-centric Community Discovery: From static to dynamic social network analysis.
Online Soc. Networks Media, 2017

Tiles: an online algorithm for community discovery in dynamic social networks.
Mach. Learn., 2017

Next Basket Prediction using Recurring Sequential Patterns.
CoRR, 2017

$$\text{RD}\small{\text{YN}}$$ : graph benchmark handling community dynamics.
J. Complex Networks, 2017

Market Basket Prediction Using User-Centric Temporal Annotated Recurring Sequences.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

The Fractal Dimension of Music: Geography, Popularity and Sentiment Analysis.
Proceedings of the Smart Objects and Technologies for Social Good, 2017

Dynamic Community Analysis in Decentralized Online Social Networks.
Proceedings of the Euro-Par 2017: Parallel Processing Workshops, 2017

NDlib: Studying Network Diffusion Dynamics.
Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017

Information Diffusion in Complex Networks: The Active/Passive Conundrum.
Proceedings of the Complex Networks & Their Applications VI, 2017

2016
Homophilic network decomposition: a community-centric analysis of online social services.
Soc. Netw. Anal. Min., 2016

A supervised approach for intra-/inter-community interaction prediction in dynamic social networks.
Soc. Netw. Anal. Min., 2016

Audio Ergo Sum - A Personal Data Model for Musical Preferences.
Proceedings of the Software Technologies: Applications and Foundations, 2016

Football Market Strategies: Think Locally, Trade Globally.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

A Novel Approach to Evaluate Community Detection Algorithms on Ground Truth.
Proceedings of the Complex Networks VII, 2016

2015
Social Network Dynamics.
PhD thesis, 2015

Quantification in social networks.
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

Community-centric analysis of user engagement in Skype social network.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

Interaction Prediction in Dynamic Networks exploiting Community Discovery.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014
Uncovering Hierarchical and Overlapping Communities with a Local-First Approach.
ACM Trans. Knowl. Discov. Data, 2014

The patterns of musical influence on the Last.Fm social network.
Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

2013
The Three Dimensions of Social Prominence.
Proceedings of the Social Informatics - 5th International Conference, 2013

Measuring tie strength in multidimensional networks.
Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013

On multidimensional network measures.
Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013

Quantification Trees.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

"You know because I know": a multidimensional network approach to human resources problem.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012
Efficient distributed computation of human mobility aggregates through user mobility profiles.
Proceedings of the ACM SIGKDD International Workshop on Urban Computing, 2012

DEMON: a local-first discovery method for overlapping communities.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

"How Well Do We Know Each Other?" Detecting Tie Strength in Multidimensional Social Networks.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

2011
Link Prediction su Reti Multidimensionali.
Proceedings of the Sistemi Evoluti per Basi di Dati, 2011

Scalable Link Prediction on Multidimensional Networks.
Proceedings of the Data Mining Workshops (ICDMW), 2011


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