List of works - Emilio Ferrara

#COVID-19: A Public Coronavirus Twitter Dataset Tracking Social Media Discourse about the Pandemic

scientific article published on 15 May 2020

A Framework for Designing 3D Virtual Environments

scientific article published in 2012

A large-scale community structure analysis in Facebook

article

A novel measure of edge centrality in social networks

Adaptive search over sorted sets ⬇️

Analysis of a Heterogeneous Social Network of Humans and Cultural Objects ⬇️

Analyzing user behavior across social sharing environments

article published in 2013

Arming the public with artificial intelligence to counter social bots

scientific article published in 2019

Attraction to Politically Extreme Users on Social Media

scientific article published on 15 March 2023

Automated Claim Matching with Large Language Models: Empowering Fact-Checkers in the Fight Against Misinformation

scientific article published on 12 May 2024

Automatic Wrapper Adaptation by Tree Edit Distance Matching

scientific article published in 2011

BotOrNot ⬇️

Bots increase exposure to negative and inflammatory content in online social systems

scientific article published on 20 November 2018

Capturing Edge Attributes via Network Embedding

scholarly article

Characterizing Activity on the Deep and Dark Web

scientific article published on 13 May 2019

Characterizing Online Engagement with Disinformation and Conspiracies in the 2020 U.S. Presidential Election ⬇️

scientific article published on 31 May 2022

Characterizing the 2016 Russian IRA influence campaign

scholarly article

Clustering memes in social media

scientific article published on 25 August 2013

Clustering memes in social media streams ⬇️

scholarly article by Mohsen JafariAsbagh et al published 18 November 2014 in Social Network Analysis and Mining

Collaboration Drives Individual Productivity ⬇️

scholarly article

Collective behaviors and networks

Construction of Large-Scale Misinformation Labeled Datasets from Social Media Discourse using Label Refinement

scientific article published on 25 April 2022

Contagion dynamics of extremist propaganda in social networks

scientific article published in December 2017

Coordinated Activity Modulates the Behavior and Emotions of Organic Users: A Case Study on Tweets about the Gaza Conflict

scientific article published on 12 May 2024

Crawling Facebook for social network analysis purposes

article

Criminal Network Analysis and Mining (CRIMENET 2014) - Introduction

scientific article published in 2015

Defining and identifying Sleeping Beauties in science ⬇️

scientific article (publication date: 26 May 2015)

Detecting criminal organizations in mobile phone networks

scientific article published in October 2014

Disinformation and Social Bot Operations in the Run Up to the 2017 French Presidential Election

scholarly article published in 2017

Does Streaming Esports Affect Players’ Behavior and Performance?

scholarly article

Dynamics of Content Quality in Collaborative Knowledge Production

scientific article published in 2017

E-Cigarette Surveillance With Social Media Data: Social Bots, Emerging Topics, and Trends

scientific article published on 20 December 2017

Early Warnings of Cyber Threats in Online Discussions

scientific article published in November 2017

Early detection of promoted campaigns on social media

scholarly article by Onur Varol et al published 5 July 2017 in EPJ Data Science

Effective retrieval of resources in folksonomies using a new tag similarity measure

scientific article published in 2011

Enhancing community detection using a network weighting strategy

Erratum: Optimal Network Modularity for Information Diffusion [Phys. Rev. Lett. 113, 088701 (2014)]

scientific article published on 17 December 2014

Evidence of Complex Contagion of Information in Social Media: An Experiment Using Twitter Bots ⬇️

scientific article (publication date: 17 March 2017)

Evidence of Online Performance Deterioration in User Sessions on Reddit ⬇️

scientific article

Evolution of online user behavior during a social upheaval ⬇️

Extracting the multi-timescale activity patterns of online financial markets

scientific article published on 25 July 2018

Extraction and Analysis of Facebook Friendship Relations

scholarly article published 2012

FACT-GPT: Fact-Checking Augmentation via Claim Matching with LLMs

scientific article published on 12 May 2024

Factuality Challenges in the Era of Large Language Models ⬇️

scientific article published on 8 October 2023

Factuality challenges in the era of large language models and opportunities for fact-checking

scientific article published on 22 August 2024

Forensic analysis of phone call networks

scientific article published on 11 March 2012

GEM: A Python package for graph embedding methods

scientific article published on 01 September 2018

Generalized Louvain method for community detection in large networks

Graph Embedding Techniques, Applications, and Performance: A Survey ⬇️

scientific article published on 9 May 2017

Identifying and Characterizing Behavioral Classes of Radicalization within the QAnon Conspiracy on Twitter

scientific article published in 2023

Improving recommendation quality by merging collaborative filtering and social relationships

Individual performance in team-based online games

Intelligent Self-repairable Web Wrappers

scientific article published in 2011

Language, demographics, emotions, and the structure of online social networks

scientific article published on 31 October 2017

Latent Space Model for Multi-Modal Social Data

scientific article published on 11 April 2016

Lessons Learned: Recommendations For Implementing a Longitudinal Study Using Wearable and Environmental Sensors in a Health Care Organization

scientific article published on 10 December 2019

Leveraging Large Language Models to Detect Influence Campaigns on Social Media

scientific article published on 12 May 2024

Measuring Emotional Contagion in Social Media ⬇️

scientific article (publication date: 6 November 2015)

Misinformation, manipulation, and abuse on social media in the era of COVID-19

scientific article published on 22 November 2020

Mixing local and global information for community detection in large networks

scholarly article by Pasquale De Meo et al published February 2014 in Journal of Computer and System Sciences

Multimodal Human and Environmental Sensing for Longitudinal Behavioral Studies in Naturalistic Settings: Framework for Sensor Selection, Deployment, and Management

scientific article published on 20 August 2019

Network modularity controls the speed of information diffusion

scientific article published on 01 November 2020

Network structure and resilience of Mafia syndicates

scientific article published in July 2016

Non-Negative Tensor Factorization for Human Behavioral Pattern Mining in Online Games

scientific article published on 16 March 2018

OSoMe: the IUNI observatory on social media

scholarly article by Clayton A. Davis et al published 3 October 2016 in PeerJ Computer Science

On Facebook, most ties are weak

scholarly article by Pasquale De Meo et al published 27 October 2014 in Communications of the ACM

On Predictability of Rare Events Leveraging Social Media

scientific article published on 2 November 2015

Online popularity and topical interests through the lens of instagram

scientific article published in September 2014

Optimal network modularity for information diffusion ⬇️

scientific article published on 18 August 2014

Parallel Clustering of High-Dimensional Social Media Data Streams

scientific article published in May 2015

Performance Dynamics and Success in Online Games

scientific article published in November 2017

Political Polarization Drives Online Conversations About COVID-19 in the United States

scientific article published on 18 June 2020

Predictability limit of partially observed systems

scientific article published on 24 November 2020

Predicting Online Extremism, Content Adopters, and Interaction Reciprocity

scientific article published in 2016

Quality versus quantity in scientific impact

scientific article published in October 2015

Quantifying the effect of sentiment on information diffusion in social media ⬇️

scientific article (publication date: 30 September 2015)

ReCOVery

scientific article published on 19 October 2020

Scientific impact evaluation and the effect of self-citations: Mitigating the bias by discounting the h-index

article

Should ChatGPT be biased? Challenges and risks of bias in large language models

scientific article published on 7 November 2023

Social Politics: Agenda Setting and Political Communication on Social Media

scientific article published in 2016

Social bot detection in the age of ChatGPT: Challenges and opportunities

scientific article published in 2023

Social bots distort the 2016 U.S. Presidential election online discussion

scientific article published on 3 November 2016

Style in the Age of Instagram

scientific article published on 27 February 2016

Supporting a Social Media Observatory with Customizable Index Structures: Architecture and Performance

scholarly article published 2014

TILES-2018, a longitudinal physiologic and behavioral data set of hospital workers

scientific article published on 16 October 2020

The Butterfly Effect in artificial intelligence systems: Implications for AI bias and fairness

scholarly article published in March 2024

The DARPA Twitter Bot Challenge

scientific article published in June 2016

The Importance of Debiasing Social Media Data to Better Understand E-Cigarette-Related Attitudes and Behaviors

scientific article

The Influence of Social Ties on Performance in Team-Based Online Games

scholarly article

The digital evolution of occupy wall street

scientific article

The geospatial characteristics of a social movement communication network

scientific article published in 2013

The rise of social bots ⬇️

Toward computational crime prediction: comment on "Statistical physics of crime: a review" by M.R. D'Orsogna and M. Perc

scientific article published on 14 January 2015

Traveling trends

Trust Networks: Topology, Dynamics, and Measurements

scientific article published in November 2015

Trust and compactness in social network groups

scientific article published on 31 July 2014

Unmasking the Web of Deceit: Uncovering Coordinated Activity to Expose Information Operations on Twitter

scientific article published on 08 May 2024

Web data extraction, applications and techniques: A survey

scientific article published in November 2014

XML Matchers: Approaches and challenges

scientific article published in August 2014

List of works by Emilio Ferrara

#COVID-19: A Public Coronavirus Twitter Dataset Tracking Social Media Discourse about the Pandemic

A Framework for Designing 3D Virtual Environments

A large-scale community structure analysis in Facebook

A novel measure of edge centrality in social networks

Adaptive search over sorted sets ⬇️

Analysis of a Heterogeneous Social Network of Humans and Cultural Objects ⬇️

Analyzing user behavior across social sharing environments

Arming the public with artificial intelligence to counter social bots

Attraction to Politically Extreme Users on Social Media

Automated Claim Matching with Large Language Models: Empowering Fact-Checkers in the Fight Against Misinformation

Automatic Wrapper Adaptation by Tree Edit Distance Matching

BotOrNot ⬇️

Bots increase exposure to negative and inflammatory content in online social systems

Capturing Edge Attributes via Network Embedding

Characterizing Activity on the Deep and Dark Web

Characterizing Online Engagement with Disinformation and Conspiracies in the 2020 U.S. Presidential Election ⬇️

Characterizing the 2016 Russian IRA influence campaign

Clustering memes in social media

Clustering memes in social media streams ⬇️

Collaboration Drives Individual Productivity ⬇️

Collective behaviors and networks

Construction of Large-Scale Misinformation Labeled Datasets from Social Media Discourse using Label Refinement

Contagion dynamics of extremist propaganda in social networks

Coordinated Activity Modulates the Behavior and Emotions of Organic Users: A Case Study on Tweets about the Gaza Conflict

Crawling Facebook for social network analysis purposes

Criminal Network Analysis and Mining (CRIMENET 2014) - Introduction

Defining and identifying Sleeping Beauties in science ⬇️

Detecting criminal organizations in mobile phone networks

Disinformation and Social Bot Operations in the Run Up to the 2017 French Presidential Election

Does Streaming Esports Affect Players’ Behavior and Performance?

Dynamics of Content Quality in Collaborative Knowledge Production

E-Cigarette Surveillance With Social Media Data: Social Bots, Emerging Topics, and Trends

Early Warnings of Cyber Threats in Online Discussions

Early detection of promoted campaigns on social media

Effective retrieval of resources in folksonomies using a new tag similarity measure

Enhancing community detection using a network weighting strategy

Erratum: Optimal Network Modularity for Information Diffusion [Phys. Rev. Lett. 113, 088701 (2014)]

Evidence of Complex Contagion of Information in Social Media: An Experiment Using Twitter Bots ⬇️

Evidence of Online Performance Deterioration in User Sessions on Reddit ⬇️

Evolution of online user behavior during a social upheaval ⬇️

Extracting the multi-timescale activity patterns of online financial markets

Extraction and Analysis of Facebook Friendship Relations

FACT-GPT: Fact-Checking Augmentation via Claim Matching with LLMs

Factuality Challenges in the Era of Large Language Models ⬇️

Factuality challenges in the era of large language models and opportunities for fact-checking

Forensic analysis of phone call networks

GEM: A Python package for graph embedding methods

Generalized Louvain method for community detection in large networks

Graph Embedding Techniques, Applications, and Performance: A Survey ⬇️

Identifying and Characterizing Behavioral Classes of Radicalization within the QAnon Conspiracy on Twitter

Improving recommendation quality by merging collaborative filtering and social relationships

Individual performance in team-based online games

Intelligent Self-repairable Web Wrappers

Language, demographics, emotions, and the structure of online social networks

Latent Space Model for Multi-Modal Social Data

Lessons Learned: Recommendations For Implementing a Longitudinal Study Using Wearable and Environmental Sensors in a Health Care Organization

Leveraging Large Language Models to Detect Influence Campaigns on Social Media

Measuring Emotional Contagion in Social Media ⬇️

Misinformation, manipulation, and abuse on social media in the era of COVID-19

Mixing local and global information for community detection in large networks

Multimodal Human and Environmental Sensing for Longitudinal Behavioral Studies in Naturalistic Settings: Framework for Sensor Selection, Deployment, and Management

Network modularity controls the speed of information diffusion

Network structure and resilience of Mafia syndicates

Non-Negative Tensor Factorization for Human Behavioral Pattern Mining in Online Games

OSoMe: the IUNI observatory on social media

On Facebook, most ties are weak

On Predictability of Rare Events Leveraging Social Media

Online popularity and topical interests through the lens of instagram

Optimal network modularity for information diffusion ⬇️

Parallel Clustering of High-Dimensional Social Media Data Streams

Performance Dynamics and Success in Online Games

Political Polarization Drives Online Conversations About COVID-19 in the United States

Predictability limit of partially observed systems

Predicting Online Extremism, Content Adopters, and Interaction Reciprocity

Quality versus quantity in scientific impact

Quantifying the effect of sentiment on information diffusion in social media ⬇️

ReCOVery

Scientific impact evaluation and the effect of self-citations: Mitigating the bias by discounting the h-index

Should ChatGPT be biased? Challenges and risks of bias in large language models