Publications

Computers, Environment and Urban Systems

October 1, 2024

Timothy Fraser, Takahiro Yabe, Daniel P. Aldrich d, Esteban Moro

A Network-Based Framework to Discover Treatment-Response–Predicting Biomarkers for Complex Diseases

The Journal of Molecular Diagnostics

October 1, 2024

Uday S. Shanthamallu, Casey Kilpatrick, Alex Jones, Jonathan Rubin, Alif Saleh, Albert-László Barabási, Viatcheslav R. Akmaev, Susan D. Ghiassian

Tracking COVID-19 Infections Using Survey Data on Rapid At-Home Tests

Effects of AI Feedback on Learning, the Skill Gap, and Intellectual Diversity

JAMA Network Open

September 30, 2024

Mauricio Santillana, Ata A. Uslu, Tamanna Urmi, Alexi Quintana-Mathe, James N. Druckman, Katherine Ognyanova, Matthew Baum, Roy H. Perlis David Lazer

Characteristics and Prevalence of Fake Social Media Profiles with AI-generated Faces

September 27, 2024

Christoph Riedl, Eric Bogert

Journal of Online Trust & Safety

September 18, 2024

Kai-Cheng Yang, Danishjeet Singh, and Filippo Menczer

Collaborative forecasting of influenza-like illness in Italy: the Influcast experience

Report #106 Opioid Addiction in Our Social Networks

medRxiv

September 10, 2024

Stefania Fiandrino, Andrea Bizzotto, Giorgio Guzzetta, Stefano Merler, Federico Baldo, Eugenio Valdano, Alberto Mateo Urdiales, Antonino Bella, Francesco Celino, Lorenzo Zino, Alessandro Rizzo, Yuhan Li, Nicola Perra, Corrado Gioannini, Paolo Milano, Daniela Paolotti, Marco Quaggiotto, Luca Rossi, Ivan Vismara, Alessandro Vespignani, Nicolò Gozzi

Preface: COVID-19 Scenario Modeling Hubs

CHIP 50

September 10, 2024

David Lazer, Kentaro Nakamura, Roy Perlis, Matthew Baum, Katherine Ognyanova, James Druckman, Mauricio Santillana, Ata Uslu, Hong Qu, Sarah Bernt

The Origin of Public Concerns over AI-Supercharging Misinformation in the 2024 US Presidential Election

Science Direct

September 1, 2024

Sara L. Loo, Matteo Chinazzi, Ajitesh Srivastava, Srinivasan Venkatramanan, Shaun Truelove, Cecile Viboud

The networks of ingredient combination in cuisines around the world

OSF Preprints

August 27, 2024

Harry Yaojun Yan, Garrett Morrow, Kai-Cheng Yang, and John Wihbey

The temporal dynamics of group interactions in higher-order social networks

August 27, 2024

Claudio Caprioli, Saumitra Kulkarni, Federico Battiston, Iacopo Iacopini, Andrea Santoro, Vito Latora

Spontaneous opinion swings in the voter model with latency

August 27, 2024

Iacopo Iacopini, Márton Karsai, Alain Barrat

Evolution of the Internet k-dense structure

August 26, 2024

Giovanni Palermo, Anna Mancini, Antonio Desiderio, Riccardo Di Clemente, and Giulio Cimini

IEEE/ACM Transactions on Networking

C. Orsini, E. Gregori, L. Lenzini, and D. Krioukov

Dynamic Models of Communication in an Online Friendship Network

Communication Methods and Measures

Foucault Welles, B., Vashevko, A., Bennett, N., and Contractor, N

Exploration versus Exploitation in Space, Mind, and Society

Trends in Cognitive Sciences

T. Hills, P. Todd, D. Lazer, A. Redish, I. Couzin & the Cognitive Search Research Group (M. Bateson, R. Cools, R. Dukas, L. Giraldeau, M. Macy, S. Page, R. Shiffrin, D. Stephens, J. Wolfe)

Visualizing Computational Social Science: The Multiple Lives of a Complex Image

Target control of complex networks

Science Communication

Foucault Welles, B. and Meirelles, I.

Jianxi Gao, Y.-Y.Liu, R. M. D'Souza, A.-L. Barabási

Ebola: Mobility Data

Assessing the impact of travel restrictions on international spread of the 2014 West African Ebola epidemic

M.E. Halloran, A. Vespignani, N. Bharti, L.R. Feldstein, K. A. Alexander, M. Ferrari, J. Shaman, J.M. Drake, T. Porco, J.N.S. Eisenberg, S.Y. Del Valle, E. Lofgren, S.V. Scarpino, M.C. Eisenberg, D. Gao, J.M. Hyman, S. Eubank, I.M. Longini Jr.

Eurosurveillance

C. Poletto, M.F. Gomes, A. Pastore y Piontti, L. Rossi, L. Bioglio, D.L. Chao, I.M. Longini, M.E. Halloran, V. Colizza, A. Vespignani

Cosmological Networks

New Journal of Physics

M. Boguna, M. Kitsak, and D. Krioukov

Brain Theory

Frontiers in Computational Neuroscience

D. Krioukov

Tracing Coordination and Cooperation Structures via Semantic Burst Detection

EAI Endorsed Transactions on Collaborative Computing

Y. Lin, D. Margolin, D. Lazer

Assessing the International Spreading Risk Associated with the 2014 West African Ebola Outbreak

Collective credit allocation in science

PLOS Currents Outbreaks

M.F.C. Gomes, A. Pastore y Piontti, L. Rossi, D. Chao, I. Longini, M. Elizabeth Halloran, A. Vespignani

Proceedings of the National Academy of Sciences

H.-W. Shen, A.-L. Barabasi

A network framework of cultural history

A genetic epidemiology approach to cyber-security

M. Schich, C. Song, Y. Y. Ahn, A. Mirsky, M. Martino, A.-L. Barabási, D. Helbing

Using sociometers to quantify social interaction patterns

Scientific Reports

S. Gil, A. Kott, A.-L. Barabási

Human symptoms—disease network

J.-P. Onnela, B. Waber, A. Pentland, S. Schnorff, D. Lazer

Damage detection via shortest path network sampling

X. Z. Zhou, J. Menche, A.-L. Barabási, A. Sharma

Entropy distribution and condensation in random networks with a given degree distribution

F. Ciulla, N. Perra, A. Baronchelli, A. Vespignani

Rising Tides or Rising Stars?: Dynamics of Shared Attention on Twitter During Media Events

K. Anand, D. Krioukov, and G. Bianconi

Virtually Friends: An exploration of Friendship Claims and Expectations in Immersive Virtual Worlds

PLoS One

Y. Lin, B. Keegan, D. Margolin, D. Lazer

Journal of Virtual Worlds Research

Foucault Welles, B., Rousse, T., Merrill, N. and Contractor, N.

The Rise of the Social Algorithm

Uncovering Social Semantics from Textual Traces: A Theory-Driven Approach and Evidence from Public Statements of U.S. Members of Congress

David Lazer

Journal of the Association for Information Science and Technology

Y. Lin, D. Margolin, D. Lazer

Tracking employment shocks using mobile phone data

Journal of the Royal Society Interface

J. Toole, Y. Lin, E. Muehlegger, D. Shoag, M. Gonzalez, D. Lazer

Constructing minimal models for complex system dynamics

Emergence of Soft Communities from Geometric Preferential Attachment

B. Barzel, Y.-Y. Liu, A.-L. Barabási

Facts and Figuring: An Experimental Investigation of Network Structure and Performance in Information and Solution Spaces

K. Zuev, M. Boguna, G. Bianconi, and D. Krioukov

Individual Motivations and Network Effects: A Multi-Level Analysis of the Structure of Online Social Relationships

Organization Science

J. Shore, E. Bernstein, D. Lazer

ANNALS of the American Academy of Political and Social Science

Foucault Welles, B. and Contractor, N.

A DIseAse MOdule Detection (DIAMOnD) Algorithm Derived from a Systematic Analysis of Connectivity Patterns of Disease Proteins in the Human Interactome

PLOS Computational Biology

S. D. Ghiassian, J. Menche, A.-L. Barabási

Turning Introductory Comparative Politics and Elections Courses Into Social Science Research Communities Using Wikipedia: Improving Both Teaching and Research

PS: Political Science and Research

R. Kennedy, B. Keegan, E. Forbush, D. Lazer

Fast Best-Effort Search on Graphs with Multiple Attributes

Proceedings of the 32nd IEEE ICDE

S. Basu Roy, T. Eliassi-Rad, S. Papadimitriou

Uncovering disease-disease relationships through the incomplete interactome

Field experiment evidence of substantive, attributional, and behavioral persuasion by Members of Congress in online town halls

J. Menche, A. Sharma, M. Kitsak, D. Ghiassian, M. Vidal, J. Loscazlo, A.-L. Barabasi

Proceedings of the National Academy of Sciences

W. Minozzi, M. Neblo, K. Esterling, D. Lazer

A disease module in the interactome explains disease heterogeneity, drug response and captures novel pathways and genes in asthma

Real-Time Assessment of the International Spreading Risk Associated with the 2014 West African Ebola Outbreak

Human Molecular Genetics

A. Sharma, J. Menche, C. C. Huang, T. Ort, X. Zhou, M. Kitsak, N. Sahni, D. Thibault, L. Voung, F. Guo, S. D. Ghiassian, N. Gulbahce, F. Baribaud, J. Tocker, R. Dobrin, E. Barnathan, H. Liu, R. A. Panettieri Jr., K. G. Tantisira, W. Qiu, B. A. Raby, E. K. Silverman, M. Vidal, S. T. Weiss, and A.-L. Barabási

Mathematical and Statistical Modeling for Emerging and Re-emerging Infectious Diseases

A. Pastore y Piontti, Q. Zhang, M. F. C. Gomes, L. Rossi, C. Poletto, V. Colizza, D.L. Chao, I. Longing, M.E. Halloran and A. Vespignani.

Results from the centers for disease control and prevention's predict the 2013—2014 Influenza Season Challenge

GOTCHA! Network-based Fraud Detection for Social Security Fraud

BMC Infectious Diseases

M. Biggerstaff, D. Alper , M. Dredze , S. Fox , I. Chun-Hai Fung, K.S. Hickmann, B. Lewis , R. Rosenfeld, J. Shaman, Ming-Hsiang Tsou, P. Velardi, A. Vespignani, L. Finelli and for the Influenza Forecasting Contest Working Group

Management Science (INFORMS)

V. Van Vlasselaer, T. Eliassi-Rad, L. Akoglu, M. Snoeck, B. Baesens

Eigen-optimization on Large Graphs by Edge Manipulation

ACM Transactions on Knowledge Discovery in Data (TKDD)

C. Chen, H. Tong, B.A. Prakash, T. Eliassi-Rad, M. Faloutsos, C. Faloutsos

Endophenotype Network Models: Common Core of Complex Diseases

Clustering Implies Geometry in Networks

Scientific Reports

S. D. Ghiassian, J. Menche, D. I. Chasman, F. Giulianini, R. Wang, P.Ricchiuto, M. Aikawa, H. Iwata, C. Muller, T. Zeller, A. Sharma, P. Wild, K. Lackner, S. Singh, P. M. Ridker, S. Blankenberg, A.-L. Barabasi, J. Loscalzo.

Control of Fluxes in Metabolic Networks

Physical Review Letters

D. Krioukov

An architecture for client virtualization: A case study

Genome Research

G. Basler, Z. Nikoloski, A. Larhlimi, A.-L. Barabasi, and Y.-Y. Liu.

Scaling Identity Connects Human Mobility and Social Interactions

Computer Networks

Syed Arefinul Haque, Salekul Islam, Md. Jahidul Islam, Jean-Charles Grégoire

Controllability analysis of the directed human protein interaction network identifies disease genes and drug targets

P. Deville, C. Song, N. Eagle, V. D. Blondel, A.-L. Barabasi, D. Wang.

The Network behind the cosmic web

A. Vinayagama, T.E. Gibsonb, H.-J. Lee, B. Yilmazeld, C. Roeseld, Y. Kwona, A. Sharma, Y.-Y. Liu, N. Perrimona, A.-L. Barabasi.

Generating Graph Snapshots from Streaming Edge Data

B.C. Coutinho, S. Hong, K. Albrecht, A. Day, A.-L. Barabasi, P. Torrey, M. Vogelsberger, L. Hernquist.

Proceedings of the 25th International World Wide Web Conference

S. Soundarajan, A. Tamersoy, E.B. Khalil, T. Eliassi-Rad, D.H. Chau, B. Gallagher, K. Roundy

The dynamics of information-driven coordination phenomena: A transfer entropy analysis

Rate or Trade? Identifying Winning Ideas in Open Idea Sourcing

Science Advances

J. Borge-Holthoefer, N. Perra, B. Gonçalves, S. González-Bailón, A. Arenas, Y. Moreno, and A. Vespignani

Information Systems Research

Blohm, I., Riedl, C., Füller, J., Leimeister, J. M.

Detecting Figures and Part Labels in Patents: Competition-Based Development of Image Processing Algorithms

International Journal on Document Analysis and Recognition

Riedl, C., Zanibbi, R., Hearst, M. A., Zhu, S., Menietti, M., Crusan, J., Metelsky, I., Lakhani, K. (2016).

Universal resilience patterns in complex networks

Network-based in silico drug efficacy screening

J. Gao, B. Barzel, A.-L. Barabasi.

Hamiltonian Dynamics of Preferential Attachment

E. Guney, J. Menche, M. Vidal, A.-L Barabasi.

Journal of Physics A: Mathematical and Theoretical

K. Zuev, F. Papadopoulos, and D. Krioukov

The Biosurveillance Analytics Resource Directory (BARD): Facilitating the Use of Epidemiological Models for Infectious Disease Surveillance

Computational CAM: Studying Children and Media in the Digital Age

PLoS ONE

K. J. Margevicius , N. Generous , E. Abeyta , B. Althouse , H. Burkom , L. Castro, A. Daughton, S. Y. Del Valle , G. Fairchild , J. M. Hyman, R. Kiang, A. P. Morse, C. M. Pancerella , L. Pullum , A. Ramanathan , J. Schlegelmilch, A. Scott, K. J Taylor-McCabe , A. Vespignani, A. Deshpande

Journal of Children and Media

Foucault Welles, B.

Resilience and Efficiency in Transportation Networks

Simulations for designing and interpreting intervention trials in infectious diseases

Science Advances

A. Ganin, M. Kitsak, D. Marchese, J. M. Keisler, T. Seager, and I. Linkov

Anchored correlation explanation: Topic modeling with minimal domain knowledge

BMC Medicine

M. Elizabeth Halloran, Kari Auranen, Sarah Baird, Nicole E. Basta, Steven E. Bellan, Ron Brookmeyer, Ben S. Cooper, Victor DeGruttola, James P. Hughes, Justin Lessler, Eric T. Lofgren, Ira M. Longini, Jukka-Pekka Onnela, Berk Özler, George R. Seage, Thomas A. Smith, Alessandro Vespignani, Emilia Vynnycky and Marc Lipsitch

Transactions of the Association for Computational Linguistics

Gallagher, R. J., Reing, K., Kale, D., & Steeg, G. V.

Games for Civic Renewal

Exact geodesic distances in FLRW spacetimes

The Good Society

Miller J, Shugars, S, Levine, D.

The Fundamental Advantages of Temporal Networks

Physical Review D

William J. Cunningham, David Rideout, James Halverson, and Dmitri Krioukov

Network control principles predict neuron function in the Caenorhabditis elegans connectome

A. Li, S. P. Cornelius, Y.-Y. Liu, L. Wang, A.-L. Barabasi

Committed activists and the reshaping of status-quo social consensus

Nature Letter

Gang Yan, Petra E. Vértes, Emma K. Towlson, Yee Lian Chew, Denise S. Walker, William R. Schafer, Albert-László Barabási

Sparse Maximum-Entropy Random Graphs with a Given Power-Law Degree Distribution

PubMed

Dina Mistry, Qian Zhang, Nicola Perra, Andrea Baronchelli

Journal of Statistical Physics

Pim van der Hoorn, Gabor Lippner, Dmitri Krioukov

Machine learning in the string landscape

Journal of High Energy Physics

Jonathan Carifio, James Halverson, Dmitri Krioukov, Brent D. Nelson

The risk of sustained sexual transmission of Zika is underestimated

Adding noise to the institution: an experimental welfare investigation of the contribution-based grouping mechanism

PLoS Pathogens

Antoine Allard, Benjamin M. Althouse, Laurent Hébert-Dufresne, Samuel V. Scarpino

Social Choice and Welfare

Heinrich H. Nax, Stefano Balietti, Ryan O. Murphy, Dirk Helbing

Enhancing Transparency and Control When Drawing Data-Driven Inferences About Individuals

Fostering reproducibility in industry-academia research

Big Data

Daizhuo Chen, Samuel P. Fraiberger, Robert Moakler, Foster Provost

Navigability of Random Geometric Graphs in the Universe and Other Spacetimes

B. R. Jasny, N. Wigginton, M. McNutt, T. Bubela, S. Buck, R. Cook-Deegan, T. Gardner, B. Hanson, C. Hustad, V. Kiermer, D. Lazer, A. Lupia, A. Manrai, L. McConnell, K. Noonan, E. Phimister, B. Simon, K. Strandburg, Z. Summers, D. Watts

Estimates of non-heterosexual prevalence: The roles of anonymity and privacy in survey methodology

William Cunningham, Konstantin Zuev, Dmitri Krioukov

Archives of Sexual Behavior

Robertson, R. E., Tran, F., Lewark, L., & Epstein, R.

Geohyperbolic Routing and Addressing Schemes

ACM SIGCOMM Computer Communication Review

Ivan Voitalov, Rodrigo Aldecoa, Lan Wang, Dmitri Krioukov

A DSM-5-Based Online Mental Health Referral Inventory: A Large-Scale Validation Study

Journal of Technology in Human Services

Epstein, R., Ho, M., Hyun, S., Le, C., Robertson, R. E., & Stout, D.

The Elegant Law that Governs Us All

ε - WGX: Adaptive Edge Probing for Enhancing Incomplete Networks

Albert-László Barabási

Pertussis Epidemiology, Immunology, and Evolution

Web Science

Soundarajan, Sucheta; Eliassi-Rad, Tina; Gallagher, Brian; Pinar, Ali

The chaperone effect in scientific publishing

Oxford University Press

Pejman Rohani and Samuel Scarpino (editors)

Charting the Next Pandemic: Modeling Infectious Disease Spreading in the Data Science Age

Vedran Sekara, Pierre Deville, Sebastian E. Ahnert, Albert-László Barabási, Roberta Sinatra, and Sune Lehmann

The Universal Decay of Collective Memory and Attention

Springer

Ana Pastore y Piontti, Nicola Perra, Luca Rossi, Nicole Samay, Alessandro Vespignani

Epidemic spreading on time-varying multiplex networks

Nature Human Behavior

Cristian Candia, C. Jara-Figueroa, Carlos Rodriguez-Sickert, Albert-László Barabási, and CeÌsar A. Hidalgo

A structural transition in physical networks

Phys. Rev. E

Quan-Hui Liu, Xinyue Xiong, Qian Zhang, and Nicola Perra

Measurability of the epidemic reproduction number in data-driven contact networks

Nima Dehmamy, Soodabeh Milanlouei & Albert-László Barabási

Quantifying reputation and success in art

Quan-Hui Liu, Marco Ajelli, Alberto Aleta, Stefano Merler, Yamir Moreno, and Alessandro Vespignani

The Formula: The Universal Laws of Success

Samuel P. Fraiberger, Roberta Sinatra, Magnus Resch, Christoph Riedl, Albert-László Barabási

Little, Brown and Company

Albert-László Barabási

Auditing Partisan Audience Bias within Google Search

Proceedings of the ACM: Human-Computer Interaction

Ronald E. Robertson, Shan Jiang, Kenneth Joseph, Lisa Friedland, David Lazer, Christo Wilson

Suppressing the Search Engine Manipulation Effect (SEME)

Proceedings of the ACM: Human-Computer Interaction

Epstein, R., Robertson, R.E., Lazer, D., & Wilson, C.

Network integration of multi-tumour omics data suggests novel targeting strategies

Functional structures for US state governments

Ítalo Faria do Valle, Giulia Menichetti, Giorgia Simonetti, Samantha Bruno, Isabella Zironi, Danielle Fernandes Durso, José C. M. Mombach, Giovanni Martinelli, Gastone Castellani & Daniel Remondini

Quantifying the risk of local Zika virus transmission in the contiguous US during the 2015–2016 ZIKV epidemic

Stephen Kosack, Michele Coscia, Evann Smith, Kim Albrecht, Albert-László Barabási, and Ricardo Hausmann

Link transmission centrality in large-scale social networks

BMC Medicine

Kaiyuan Sun, Qian Zhang, Ana Pastore-Piontti, Matteo Chinazzi, Dina Mistry, Natalie E Dean, Diana Patricia Rojas, Stefano Merler, Piero Poletti, Luca Rossi, M Elizabeth Halloran, Ira M Longini Jr and Alessandro Vespignani

Caenorhabditis elegans and the network control framework—FAQs

EPJ Data Science

Qian Zhang, Márton Karsai and Alessandro Vespignani

Politics with the People: Building a Directly Representative Democracy

Phil. Trans. R. Soc. B

Emma K. Towlson, Petra E. Vértes, Gang Yan, Yee Lian Chew, Denise S. Walker, William R. Schafer, Albert-László Barabási

Cambridge University Press

Michael A. Neblo, Kevin M. Esterling, David M. J. Lazer

Vacuum Selection from Cosmology on Networks of String Geometries

How intermittent breaks in interaction improve collective intelligence

Phys. Rev. Lett.

Jonathan Carifio, William J. Cunningham, James Halverson, Dmitri Krioukov, Cody Long, and Brent D. Nelson

Graph Distance from the Topological View of Non-backtracking Cycles

Ethan Bernstein, Jesse Shore, and David Lazer

Understanding the Representation Power of Graph Neural Networks in Learning Graph Topology

Leo Torres, Pablo Suarez-Serrato, Tina Eliassi-Rad

The Unmapped Chemical Complexity of Our Diet

NeurIPS

Nima Dehmamy, Albert-László Barabási, Rose Yu

A Genetic Model of the Connectome

Albert-László Barabási, Giulia Menichetti and Joseph Loscalzo

Synthetic ablations in the C. elegans nervous system

Neuron

Dániel L. Barabási, Albert-László Barabási

Nature's reach: narrow work has broad impact

Network Neuroscience

Emma K. Towlson, Albert-László Barabási

Mapping the physics research space: a machine learning approach

Alexander J. Gates, Qing Ke, Onur Varol, Albert-László Barabási

Scale-free Networks Well Done

EPJ Data Science

Matteo Chinazzi, Bruno Gonçalves, Qian Zhang & Alessandro Vespignani

Success in books: predicting book sales before publication

Phys. Rev. Research

Ivan Voitalov, Pim van der Hoorn, Remco van der Hofstad, and Dmitri Krioukov

Reclaiming stigmatized narratives: the networked disclosure landscape of #MeToo

EPJ Data Science

Xindi Wang, Burcu Yucesoy, Onur Varol, Tina Eliassi-Rad, Albert-László Barabási

Improving Robustness to Attacks Against Vertex Classification

SOC arXiv

Ryan Gallagher, Elizabeth Stowell, Andrea G. Parker, Brooke Foucault Welles

Polarized, Together: Comparing Partisan Support forTrump's Tweets Using Survey and Platform-Based Measures

MLG'19

Benjamin A. Miller, Mustafa Çamurcu, Alexander J. Gomez, Kevin Chan, Tina Eliassi-Rad

Proceedings of the International AAAI Conference on Web and Social Media

Kenneth Joseph, Briony Swire-Thompson, Hannah Masuga, Matthew A. Baum, David Lazer

The Battle for #Baltimore: Networked Counterpublics and the Contested Framing of Urban Unrest

International Journal of Communication

Brooke Foucault Welles, Sarah J. Jackson

Why Keep Arguing? Predicting Engagement in Political Conversations Online

Network-based prediction of protein interactions

SAGE Open

Sarah Shugars and Nicholas Beauchamp

Network-based prediction of drug combinations

István A. Kovács, Katja Luck, Kerstin Spirohn, Yang Wang, Carl Pollis, Sadie Schlabach, Wenting Bian, Dae-Kyum Kim, Nishka Kishore, Tong Hao, Michael A. Calderwood, Marc Vidal & Albert-László Barabási

Fake news on Twitter during the 2016 U.S. presidential election

Feixiong Chen, István A. Kovács & Albert-László Barabási

Nir Grinberg, Kenneth Joseph, Lisa Friedland, Briony Swire-Thompson, David Lazer

Taking census of physics

Multilevel Network Alignment

Nature Reviews Physics

Federico Battiston, Federico Musciotto, Dashun Wang, Albert-László Barabási, Michael Szell & Roberta Sinatra

WWW '18: Proceedings of the 2018 World Wide Web Conference

Si Zhang, Hanghang Tong, Ross Maciejewski, and Tina Eliassi-Rad

On the predictability of infectious disease outbreaks

The future of influenza forecasts

Scarpino, Samuel V. and Petri, Giovanni

Identifying and Measuring Conditional Policy Preferences: The Case of Opening Schools During a Pandemic

Cécile Viboud, Alessandro Vespignani

The COVID-19 outbreak in Sichuan, China: Epidemiology and impact of interventions

OSF Preprints

Jon Green, Matthew Baum, James Druckman, David Lazer, Katherine Ognyanova, Matthew Simonson, Roy Perlis, Mauricio Santillana

PLOS Computational Biology

Quan-Hui Liu, Ana I. Bento, Kexin Yang, Hang Zhang, Xiaohan Yang, Stefano Merler, Alessandro Vespignani, Jiancheng Lv, Hongjie Yu, Wei Zhang, Tao Zhou, Marco Ajelli

A systematic comprehensive longitudinal evaluation of dietary factors associated with acute myocardial infarction and fatal coronary heart disease

Transmission heterogeneities, kinetics, and controllability of SARS-CoV-2

Soodabeh Milanlouei, Giulia Menichetti, Yanping Li, Joseph Loscalzo, Walter C. Willett & Albert-László Barabási

COVID-19 reopening strategies at the county level in the face of uncertainty: Multiple Models for Outbreak Decision Support

Kaiyuan Sun, Wei Wang, Lidong Gao, Yan Wang, Kaiwei Luo, Lingshuang Ren, Zhifei Zhan, Xinghui Chen, Shanlu Zhao, Yiwei Huang, Qianlai Sun, Ziyan Liu, Maria Litvinova, Alessandro Vespignani, Marco Ajelli, Cécile Viboud, Hongjie Yu

Beyond R0: Heterogeneity in secondary infections and probabilistic epidemic forecasting

medRxiv

Katriona Shea et al.

The Royal Society Publishing

Laurent Hébert-Dufresne, Benjamin M. Althouse, Samuel V. Scarpino, Antoine Allard

Network comparison and the within-ensemble graph distance

The Royal Society Publishing

Harrison Hartle, Brennan Klein, Stefan McCabe, Alexander Daniels, Guillaume St-Onge, Charles Murphy and Laurent Hébert-Dufresne

Beyond R0: heterogeneity in secondary infections and probabilistic epidemic forecasting

Journal of the Royal Society

Laurent Hébert-Dufresne, Benjamin M. Althouse, Samuel V. Scarpino and Antoine Allard

Who Says What with Whom: Using Bi-Spectral Clustering to Organize and Analyze Social Media Protest Networks

Computational Communication Research

Kenneth Joseph, Ryan J. Gallagher, Brooke Foucault Welles

netrd: A library for network reconstruction and graph distances

Weighted hypersoft configuration model

Stefan McCabe, Leo Torres, Timothy LaRock, Syed Arefinul Haque, Chia-Hung Yang, Harrison Hartle, Brennan Klein

Successful Remote Teams Communicate in Bursts

Phys. Rev. Research

Ivan Voitalov, Pim van der Hoorn, Maksim Kitsak, Fragkiskos Papadopoulos, and Dmitri Krioukov

Link prediction with hyperbolic geometry

Harvard Business Review

Christoph Riedl and Anita Williams Woolley

Isotopy and energy of physical networks

Phys. Rev. Research

Maksim Kitsak, Ivan Voitalov, and Dmitri Krioukov

Crowding and the shape of COVID-19 epidemics

Nature Physics

Yanchen Liu, Nima Dehmamy, and Albert-László Barabási

Crowding and the epidemic intensity of COVID-19 transmission

Nature Medicine

Benjamin Rader, Samuel V. Scarpino, Anjalika Nande, Alison L. Hill, Ben Adlam, Robert C. Reiner, David M. Pigott, Bernardo Gutierrez, Alexander E. Zarebski, Munik Shrestha, John S. Brownstein, Marcia C. Castro, Christopher Dye, Huaiyu Tian, Oliver G. Pybus & Moritz U. G. Kraemer

Exploring food contents in scientific literature with FoodMine

nature medicine

Benjamin Rader, Samuel Scarpino, Anjalika Nande, Alison Hill, Benjamin Dalziel, Robert Reiner Jr., David Pigott, Bernardo Gutierrez, Munik Shrestha, John Brownstein, Marcia Castro, Huaiyu Tian, Bryan Grenfell, Oliver Pybus, Jessica Metcalf, Moritz U.G. Kraemer

Scientific Reports volume

Forrest Hooton, Giulia Menichetti, Albert-László Barabási

Assessing the spread of COVID-19 in Brazil: Mobility, morbidity and social vulnerability

Sustained Online Amplification of COVID-19 Elites in the United States

PLOS ONE

Flávio C. Coelho, Raquel M. Lana, Oswaldo G. Cruz,Daniel A. M. Villela, Leonardo S. Bastos, Ana Pastore y Piontti, Jessica T. Davis, Alessandro Vespignani, Claudia T. Codeço, Marcelo F. C. Gomes

Estimating the effect of cooperative versus uncooperative strategies of COVID-19 vaccine allocation: a modeling study

Social Media + Society

Ryan J. Gallagher, Larissa Doroshenko, Sarah Shugars, David Lazer, Brooke Foucault Welles

Correction format has a limited role when debunking misinformation

Matteo Chinazzi, Jessica T. Davis, Natalie E. Dean, Kunpeng Mu, Ana Pastore y Piontti, Xinyue Xiong, M. Elizabeth Halloran, Ira M. Longini Jr, Alessandro Vespignani

Evolution and emergence: higher order information structure in protein interactomes across the tree of life

Springer Link

Briony Swire-Thompson, John Cook, Lucy H. Butler, Jasmyne A. Sanderson, Stephan Lewandowsky, Ullrich K. H. Ecker

A computational exploration of resilience and evolvability of protein–protein interaction networks

Oxford Academic

Brennan Klein, Erik Hoel, Anshuman Swain, Ross Griebenow, Michael Levin

Trollfare: Russia’s Disinformation Campaign During Military Conflict in Ukraine

Communications Biology

Brennan Klein, Ludvig Holmér, Keith M. Smith, Mackenzie M. Johnson, Anshuman Swain, Laura Stolp, Ashley I. Teufel & April S. Kleppe.

International Journal of Communication

Larissa Doroshenko, Josephine Lukito

Cryptic transmission of SARS-CoV-2 and the first COVID-19 wave

STRATISFIMAL LAYOUT: A modular optimization model for laying out layered node-link network visualizations

Jessica T. Davis, Matteo Chinazzi, Nicola Perra, Kunpeng Mu, Ana Pastore y Piontti, Marco Ajelli, Natalie E. Dean, Corrado Gioannini, Maria Litvinova, Stefano Merler, Luca Rossi, Kaiyuan Sun, Xinyue Xiong, Ira M. Longini Jr, M. Elizabeth Halloran, Cécile Viboud & Alessandro Vespignani

PATHATTACK: Attacking Shortest Paths in Complex Networks

IEEE Xplore

Sara di Bartolomeo; Mirek Riedewald; Wolfgang Gatterbauer; Cody Dunne

The hidden influence of communities in collaborative funding of clinical science

Springer Link

Benjamin A. Miller, Zohair Shafi, Wheeler Ruml, Yevgeniy Vorobeychik, Tina Eliassi-Rad, Scott Alfeld

The Royal Society Publishing

Kishore Vasan, Jevin D. West

Using Administrative Records and Survey Data to Construct Samples of Tweeters and Tweets

Spatiotemporal invasion dynamics of SARS-CoV-2 lineage B.1.1.7 emergence

Public Opinion Quarterly

Adam G Hughes, Stefan D McCabe, William R Hobbs, Emma Remy, Sono Shah, David M J Lazer

Backfire effects after correcting misinformation are strongly associated with reliability

Moritz U G Kraemer, Verity Hill, Christopher Ruis, Simon Dellicour, Sumali Bajaj, John T McCrone, Guy Baele, Kris V Parag, Anya Lindström Battle, Bernardo Gutierrez, Ben Jackson, Rachel Colquhoun, Áine O'Toole, Brennan Klein, Alessandro Vespignani, COVID-19 Genomics UK (CoG-UK) consortium; Erik Volz, Nuno R Faria, David Aanensen, Nicholas J Loman, Louis du Plessis, Simon Cauchemez, Andrew Rambaut, Samuel V Scarpino, Oliver G Pybus

Journal of Experimental Psychology: General

Briony Swire-Thompson, Nicholas Miklaucic, John Wihbey, David Lazer, Joseph DeGutis

Integrating explanation and prediction in computational social science

Measuring algorithmically infused societies

Jake M. Hofman, Duncan J. Watts, Susan Athey, Filiz Garip, Thomas L. Griffiths, Jon Kleinberg, Helen Margetts, Sendhil Mullainathan, Matthew J. Salganik, Simine Vazire, Alessandro Vespignani, Tal Yarkoni

Meaningful measures of human society in the twenty-first century

Claudia Wagner, Markus Strohmaier, Alexandra Olteanu, Emre Kıcıman, Noshir Contractor, Tina Eliassi-Rad

Association between COVID-19 outcomes and mask mandates, adherence, and attitudes

David Lazer, Eszter Hargittai, Deen Freelon, Sandra Gonzalez-Bailon, Kevin Munger, Katherine Ognyanova, Jason Radford

Estimating the cumulative incidence of COVID-19 in the United States using influenza surveillance, virologic testing, and mortality data: Four complementary approaches

PLOS ONE

Dhaval Adjodah, Karthik Dinakar, Matteo Chinazzi, Samuel P. Fraiberger, Alex Pentland, Samantha Bates, Kyle Staller, Alessandro Vespignani, Deepak L. Bhatt

PLoS Computational Biology

Fred S. Lu, Andre T. Nguyen, Nicholas B. Link, Mathieu Molina, Jessica T. Davis, Matteo Chinazzi, Xinyue Xiong, Alessandro Vespignani, Marc Lipsitch, Mauricio Santillana

Towards A Diverse, Inclusive, Accessible and Equitable AAAI International Conference on Web and Social Media (ICWSM)

Quantifying collective intelligence in human groups

Kent Academic Repository

Jason RC Nurse, Francielle Vargas, Naeemul Hassan, Dakuo Wang, Panagiotis Andriotis, Amira Ghenai, Kokil Jaidka, Eni Mustafaraj, Kenneth Joseph, Brooke Foucault Welles

Using heterogeneous data to identify signatures of dengue outbreaks at fine spatio-temporal scales across Brazil

Christoph Riedl, Young Ji Kim, Pranav Gupta, Thomas W. Malone, and Anita Williams Woolley

Dynamic hidden-variable network models

PLoS Negl Trop Dis

Lauren A. Castro, Nicholas Generous, Wei Luo, Ana Pastore y Piontti, Kaitlyn Martinez, Marcelo F. C. Gomes, Dave Osthus, Geoffrey Fairchild, Amanda Ziemann, Alessandro Vespignani, Mauricio Santillana, Carrie A. Manore, Sara Y. Del Valle

Collective Intelligence in Human-AI Teams: A Bayesian Theory of Mind Approach

Phys. Rev. E

Harrison Hartle, Fragkiskos Papadopoulos, and Dmitri Krioukov

Proceedings of the 37th AAAI Conference on Artificial Intelligence (2023)

Samuel Westby, Christoph Riedl

Sequential motifs in observed walks

Journal of Complex Networks

Timothy LaRock, Ingo Scholtes, Tina Eliassi-Rad

Online engagement with 2020 election misinformation and turnout in the 2021 Georgia runoff election

Multi-fidelity Hierarchical Neural Processes

Jon Green, William Hobbs, Stefan McCabe, and David Lazer

Six methods for transforming layered hypergraphs to apply layered graph layout algorithms

ACM Digital Library

Dongxia Wu, Matteo Chinazzi, Alessandro Vespignani, Yi-An Ma, Rose Yu

Eurographics Conference on Visualization

Sara Di Bartolomeo, Alexis Pister, Paolo Buono, Catherine Plaisant, Cody Dunne, Jean-Daniel Fekete

Information access equality on generative models of complex networks

Like, Share, Comment, and Repeat: Far-right Messages, Emotions, and Amplification in Social Media

Springer Open

Xindi Wang, Onur Varol, Tina Eliassi-Rad

Information Technology & Politics

Larissa Doroshenko, Fangjing Tu

POLITICS: pretraining with same-story article comparison for ideology prediction and stance detection

Higher education responses to COVID-19 in the United States: Evidence for the impacts of university policy

ACL Anthology

Yujian Liu, Xinliang Frederick Zhang, David Wegsman, Nick Beauchamp, Lu Wang

Projected resurgence of COVID-19 in the United States in July—December 2021 resulting from the increased transmissibility of the Delta variant and faltering vaccination

PLOS Digit Health

Brennan Klein, Nicholas Generous, Matteo Chinazzi, Zarana Bhadricha, Rishab Gunashekar, Preeti Kori, Bodian Li, Stefan McCabe, Jon Green, David Lazer, Christopher R. Marsicano, Samuel V. Scarpino, and Alessandro Vespignani

A multisource database tracking the impact of the COVID-19 pandemic on the communities of Boston, MA, USA

eLife

Matteo Chinazzi, Jessica T Davis, Kunpeng Mu, Xinyue Xiong, Ana Pastore y Piontti, Alessandro Vespignan

Quantifying the importance and location of SARS-CoV-2 transmission events in large metropolitan areas

Nature scientific data

Alina Ristea, Riley Tucker, Shunan You, Mehrnaz Amiri, Nicholas Beauchamp, Edgar Castro, Qiliang Chen, Alexandra Ciomek, Bidisha Das, Justin de Benedictis-Kessner, Sage Gibbons, Forrest Hangen, Barrett Montgomery, Petros Papadopoulos, Cordula Robinson, Saina Sheini, Michael Shields, Xin Shu, Michael Wood, Babak Heydari, Dan O’Brien

When Does Rivalry Drive Performance?

Alberto Aleta, David Martın-Corral, , Michiel A. Bakker, Ana Pastore y Piontti, Marco Ajelli, Maria Litvinova, Matteo Chinazzi, Natalie E. Dean, M. Elizabeth Halloran, Ira M. Longini Jr., Alex Pentland, Alessandro Vespignani, Yamir Moreno, Esteban Moro

CBS Copenhagen Business School

Tom Grad, Christoph Riedl, Gavin J. Kilduff

Mapping Philanthropic Support of Science

Collective Attention and Collective Intelligence: The Role of Hierarchy and Team Gender Composition

Louis M. Shekhtman, Alexander J. Gates, Albert-László Barabási

“This Candle Has No Smell”: Detecting the Effect of COVID Anosmia on Amazon Reviews Using Bayesian Vector Autoregression

Organization Science

Anita Williams Woolley, Rosalind M. Chow, Anna T. Mayo, Christoph Riedl, Jin Wook Chang

Proceedings of the International AAAI Conference on Web and Social Media

Nick Beauchamp

Anatomy of the first six months of COVID-19 vaccination campaign in Italy

PLOS Computational Biology

Nicolò Gozzi,Matteo Chinazzi,Jessica T. Davis,Kunpeng Mu,Ana Pastore y Piontti,Marco Ajelli,Nicola Perra,Alessandro Vespignani

Nutrient concentrations in food display universal behaviour

On Bayesian Mechanics: A Physics of and by Beliefs

Nature Food

Giulia Menichetti & Albert-László Barabási

Reducing Health Misinformation in Science: A Call to Arms

The Royal Society

Maxwell J D Ramstead, Dalton A R Sakthivadivel, Conor Heins, Magnus Koudahl, Beren Millidge, Lancelot Da Costa, Brennan Klein, Karl J Friston

Democrats are better than Republicans at discerning true and false news but do not have better metacognitive awareness

AAPSS

Briony Swire-Thompson, David Lazer

Nature Communications Psychology

Mitch Dobbs, Joseph DeGutis, Jorge Morales, Kenneth Joseph, Briony Swire-Thompson

Using sequences of life-events to predict human lives

Nature Computational Science

Germans Savcisens, Tina Eliassi-Rad, Lars Kai Hansen, Laust Hvas Mortensen, Lau Lilleholt, Anna Rogers, Ingo Zettler, Sune Lehmann

Inductive Link Prediction in Static and Temporal Graphs for Isolated Nodes

NeurIPS Temporal Graph learning workshop

Ayan Chatterjee, Robin Walters, Giulia Menichetti, Tina Eliassi-Rad

Towards Inferring Network Properties from Epidemic Data

You want a piece of me: Britney Spears as a case study on the prominence of hegemonic tales and subversive stories in online media

Springer Link

Istvan Z. Kiss, Luc Berthouze & Wasiur R. KhudaBukhsh

Insights from exact social contagion dynamics on networks with higher-order structures

First Monday

Alyssa Hasegawa Smith, Adina Gitomer, Brooke Foucault Welles

Journal of Complex Networks

István Z Kiss, Iacopo Iacopini, Péter L Simon, Nicos Georgiou

A tale of three teams: Effect of long-term isolation in SIRIUS-21 on crew interpersonal networks

Attacking Shortest Paths by Cutting Edges

Acta Astronautica

Alina Lungeanu, Leslie A. DeChurch, Noshir S. Contractor

ACM Transactions on Knowledge Discovery from Data

Benjamin A. Miller, Zohair Shafi, Wheeler Ruml, Yevgeniy Vorobeychik, Tina Eliassi-Rad, Scott Alfeld

Nonlinear bias toward complex contagion in uncertain transmission settings

Nearest-neighbor directed random hyperbolic graphs

Guillaume St-Onge, Laurent Hébert-Dufresne, and Antoine Allard

Evaluation of the US COVID-19 Scenario Modeling Hub for informing pandemic response under uncertainty

I. A. Kasyanov, P. van der Hoorn, D. Krioukov, and M. V. Tamm

The unequal effects of the health–economy trade-off during the COVID-19 pandemic

Nature communications

Emily Howerton, Lucie Contamin, Luke C. Mullany, Michelle Qin, Nicholas G. Reich, Samantha Bents, Rebecca K. Borchering, Sung-mok Jung, Sara L. Loo, Claire P. Smith, John Levander, Jessica Kerr, J. Espino, Willem G. van Panhuis, Harry Hochheiser, Marta Galanti, Teresa Yamana, Sen Pei, Jeffrey Shaman, Kaitlin Rainwater-Lovett, Matt Kinsey, Kate Tallaksen, Shelby Wilson, Lauren Shin, Joseph C. Lemaitre, Joshua Kaminsky, Juan Dent Hulse, Elizabeth C. Lee, Clifton D. McKee, Alison Hill, Dean Karlen, Matteo Chinazzi, Jessica T. Davis, Kunpeng Mu, Xinyue Xiong, Ana Pastore y Piontti, Alessandro Vespignani, Erik T. Rosenstrom, Julie S. Ivy, Maria E. Mayorga, Julie L. Swann, Guido España, Sean Cavany, Sean Moore, Alex Perkins, Thomas Hladish, Alexander Pillai, Kok Ben Toh, Ira Longini Jr., Shi Chen, Rajib Paul, Daniel Janies, Jean-Claude Thill, Anass Bouchnita, Kaiming Bi, Michael Lachmann, Spencer J. Fox, Lauren Ancel Meyers, Ajitesh Srivastava, Przemyslaw Porebski, Srini Venkatramanan, Aniruddha Adiga, Bryan Lewis, Brian Klahn, Joseph Outten, Benjamin Hurt, Jiangzhuo Chen, Henning Mortveit, Amanda Wilson, Madhav Marathe, Stefan Hoops, Parantapa Bhattacharya, Dustin Machi, Betsy L. Cadwell, Jessica M. Healy, Rachel B. Slayton, Michael A. Johansson, Matthew Biggerstaff, Shaun Truelove, Michael C. Runge, Katriona Shea, Cécile Viboud & Justin Lessler

Unsupervised embedding of trajectories captures the latent structure of scientific migration

Nature Human Behaviour

Marco Pangallo, Alberto Aleta, R. Maria del Rio-Chanona, Anton Pichler, David Martín-Corral, Matteo Chinazzi, François Lafond, Marco Ajelli, Esteban Moro, Yamir Moreno, Alessandro Vespignani & J. Doyne Farmer

Extracting the Multiscale Causal Backbone of Brain Dynamics

Dakota Murray, Jisung Yoon, Sadamori Kojaku, Rodrigo Costas, Woo-Sung Jung, Staša Milojević, Yong-Yeol Ahn

Spatiotemporal gender differences in urban vibrancy

Gabriele D'Acunto, Francesco Bonchi, Gianmarco De Francisci Morales, Giovanni Petri

Hyper-cores promote localization and efficient seeding in higher-order processes

Sage Journals

Thomas Collins, Riccardo Di Clemente, Mario Gutiérrez-Roig, and Federico Botta

A consolidated framework for quantifying interaction dynamics

Marco Mancastroppa, Iacopo Iacopini, Giovanni Petri & Alain Barrat

Nature Computational Science

Brennan Klein

Community Mobility and Depressive Symptoms During the COVID-19 Pandemic in the United States

Who Supports American Art Museums? Introducing a New Dataset and Data Sources about Museum Funding

JAMA Netw Open

Roy H Perlis, Kristin Lunz Trujillo, Alauna Safarpour, Alexi Quintana, Matthew D Simonson, Jasper Perlis, Mauricio Santillana, Katherine Ognyanova, Matthew A Baum, James N Druckman, David Lazer

Panorama: Journal of the Association of Historians of American ArtPanorama

Albert-László Barabási, Louis Shekhtman

Deep Bayesian Active Learning for Accelerating Stochastic Simulation