Publications

This section contains publications published by ISI over the past several decades.

2020

Network modularity controls the speed of information diffusion

Hao Peng, Azadeh Nematzadeh, Daniel M Romero, Emilio Ferrara
Physical Review E 102 (5), 052316,  2020

Characterizing social media manipulation in the 2020 US presidential election

Emilio Ferrara, Ho-Chun Herbert Chang, Emily Chen, Goran Muric, Jaimin Patel
First Monday 25 (11),  2020

Fair class balancing: Enhancing model fairness without observing sensitive attributes

Shen Yan, Hsien-te Kao, Emilio Ferrara
Proceedings of the 29th ACM International Conference on Information …,  2020

Learning Behavioral Representations from Wearable Sensors

Nazgol Tavabi, Homa Hosseinmardi, Jennifer L Villatte, Andrés Abeliuk, Shrikanth Narayanan, Emilio Ferrara, Kristina Lerman
Social, Cultural, and Behavioral Modeling: 13th International Conference …,  2020

Learning to reason in round-based games: Multi-task sequence generation for purchasing decision making in first-person shooters

Yilei Zeng, Deren Lei, Beichen Li, Gangrong Jiang, Emilio Ferrara, Michael Zyda
Proceedings of the AAAI Conference on Artificial Intelligence and …,  2020

Leveraging Clickstream Trajectories to Reveal Low-Quality Workers in Crowdsourced Forecasting Platforms

Akira Matsui, Emilio Ferrara, Fred Morstatter, Andrés Abeliuk, Aram Galstyan
arXiv preprint arXiv:2009.01966,  2020

Affect estimation with wearable sensors

Shen Yan, Homa Hosseinmardi, Hsien-Te Kao, Shrikanth Narayanan, Kristina Lerman, Emilio Ferrara
Journal of Healthcare Informatics Research 4, 261-294,  2020

Discovering patterns of online popularity from time series

Mert Ozer, Anna Sapienza, Andrés Abeliuk, Goran Muric, Emilio Ferrara
Expert Systems with Applications 151, 113337,  2020

ReCOVery: A Multimodal Repository for COVID-19 News Credibility Research

Xinyi Zhou, Apurva Mulay, Emilio Ferrara, Reza Zafarani
CIKM '20: Proceedings of the 29th ACM International Conference on …,  2020

Massive cross-platform simulations of online social networks

Goran Murić, Alexey Tregubov, Jim Blythe, Andrés Abeliuk, Divya Choudhary, Kristina Lerman, Emilio Ferrara
Proceedings of the 19th International Conference on Autonomous Agents and …,  2020

Detecting multi-timescale consumption patterns from receipt data: A non-negative tensor factorization approach

Akira Matsui, Teruyoshi Kobayashi, Daisuke Moriwaki, Emilio Ferrara
Journal of Computational Social Science,  2020

#Covid-19 on Twitter: Bots, conspiracies, and social media activism

Emilio Ferrara
arXiv preprint arXiv:2004.09531,  2020

Measuring bot and human behavioral dynamics

Iacopo Pozzana, Emilio Ferrara
Frontiers in Physics 8 (125),  2020

Charting the Landscape of Online Cryptocurrency Manipulation

Leonardo Nizzoli, Serena Tardelli, Marco Avvenuti, Stefano Cresci, Maurizio Tesconi, Emilio Ferrara
IEEE Access 8, 113230-113245,  2020

Predictability limit of partially observed systems

Andrés Abeliuk, Zhishen Huang, Emilio Ferrara, Kristina Lerman
Scientific reports,  2020

On Twitter, bots spread conspiracy theories and QAnon talking points

Emilio Ferrara
The Conversation. https://theconversation. com/on-twitter-bots-spread …,  2020

Tackling misinformation: What researchers could do with social media data

Irene V Pasquetto, Briony Swire-Thompson, Michelle A Amazeen, Fabrício Benevenuto, Nadia M Brashier, Robert M Bond, Lia C Bozarth, Ceren Budak, Ullrich KH Ecker, Lisa K Fazio, Emilio Ferrara, Andrew J Flanagin, Alessandro Flammini, Deen Freelon, Nir Grinberg, Ralph Hertwig, Kathleen Hall Jamieson, Kenneth Joseph, Jason J Jones, R Kelly Garrett, Daniel Kreiss, Shannon McGregor, Jasmine McNealy, Drew Margolin, Alice Marwick, FiIippo Menczer, Miriam J Metzger, Seungahn Nah, Stephan Lewandowsky, Philipp Lorenz-Spreen, Pablo Ortellado, Gordon Pennycook, Ethan Porter, David G Rand, Ronald E Robertson, Francesca Tripodi, Soroush Vosoughi, Chris Vargo, Onur Varol, Brian E Weeks, John Wihbey, Thomas J Wood, Kai-Cheng Yang
The Harvard Kennedy School Misinformation Review,  2020

Modeling “Newsworthiness” for Lead-Generation Across Corpora

Alexander Spangher, Nanyun Peng, Emilio Ferrara
Computation + Journalism Symposium,  2020

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

Julie Jiang, Emily Chen, Kristina Lerman, Emilio Ferrara
Human Behavior and Emerging Technologies,  2020