Publications

Collective credit allocation in science

PLOS Currents Outbreaks

September 2, 2014

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

August 26, 2014

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

A network framework of cultural history

A genetic epidemiology approach to cyber-security

August 1, 2014

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

Using sociometers to quantify social interaction patterns

July 16, 2014

S. Gil, A. Kott, A.-L. Barabási

Nature Scientific Reports

July 15, 2014

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

Human symptoms—disease network

Damage detection via shortest path network sampling

June 26, 2014

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

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

May 30, 2014

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

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

May 30, 2014

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

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

PLoS One

May 22, 2014

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

Journal of Virtual Worlds Research

May 1, 2014

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

Career on the move: Geography, stratification, and scientific impact

The Infection Tree of Global Epidemics

April 24, 2014

P. Deville, D. Wang, R. Sinatra, C. Song, V. Blondel, A.-L. Barabási

On Minorities and Outliers: The Case for Making Big Data Small

Network Science

April 10, 2014

A. Pastore y Piontti, M. Ferreira Da Costa Gomes, N. Samay, N. Perra, A. Vespignani

Controlling contagion processes in activity-driven networks

Big Data & Society

April 1, 2014

Foucault Welles, B.

Physical Review Letter, 112:118702, (2014)

March 19, 2014

S. Liu, N. Perra, M. Karsai, A. Vespignani

The Parable of Google Flu: Traps in Big Data Analysis

A diVIsive Shuffling Approach (VIStA) for gene expression analysis to identify subtypes in Chronic Obstructive Pulmonary Disease

Science Vol. 343

March 14, 2014

D. Lazer, R. Kennedy, G. King, A. Vespignani

Time varying networks and the weakness of strong ties

BMC Systems Biology

March 13, 2014

J. Mench, A. Sharma, M. H. Cho, R. J. Mayer, S. I. Rennard, B. Celli, B. E. Miller, N. Locantore, R. Tal-Singer, S. Ghosh, C. Larminie, G. Bradley, J. H. Riley, A. Agusti, E. K. Silverman, A.-L. Barabási

Quantifying information flow during emergencies

February 10, 2014

M. Karsai, N. Perra, A. Vespignani

Network Mapping by Replaying Hyperbolic Growth

February 6, 2014

L. Gao, C. Song, Z. Gao, A.-L. Barabasi, J. P. Bagrow, D. Wang

S. McClurg, D. Lazer

IEEE/ACM Transactions on Networking

January 20, 2014

F. Papadopoulos, C. Psomas, and D. Krioukov

Evolution of the Internet k-dense structure

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

S. Gil, A. Kott, A.-L. Barabási

Nature Scientific Reports

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

Human symptoms—disease network

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.

#Ferguson is Everywhere: Initiators in Emerging Counterpublic Networks

Information, Communication and Society

Jackson, S. and Foucault Welles, B.

Contrasting effects of strong ties on SIR and SIS processes in temporal networks

Social Media Use and Adaptation Among Chinese Students Beginning to Study in the United States

SpringerLink

Kaiyuan Sun, Andrea Baronchelli & Nicola Perra

International Journal for Intercultural Communication

Forbush, E. and Foucault Welles, B.

Canonical genetic signatures of the adult human brain

Online social networks and offline protest

Nature Neuroscience

M. Hawrylycz, J. A. Miller, V. Menon, D. Feng, T. Dolbeare, A. L. Guillozet-Bongaarts, A. G. Jegga, B. J. Aronow, C.-K. Lee, A. Bernard, M. F. Glasser, D. L. Dierker, J. Menche, A. Szafer, F. Collman, P. Grange, K. A. Berman, S. Mihalas, Z. Yao, L. Stewart, A.-L. Barabási, J. Schulkin, J. Phillips, L. Ng, C. Dang, D. R. Haynor, A. Jones, D. C. Van Essen, C. Koch, D. Lein

Quantifying Randomness in Real Networks

Z.C. Steinert-Threlkeld, D. Mocanu, A. Vespignani, J. Fowler

The Scaling of Human Contacts and Epidemic Processes in Metapopulation Networks

Chiara Orsini, Marija M. Dankulov, Pol Colomer-de-Simón, Almerima Jamakovic, Priya Mahadevan, Amin Vahdat, Kevin E. Bassler, Zoltán Toroczkai, Marián Boguñá, Guido Caldarelli, Santo Fortunato & Dmitri Krioukov

Location, Location, Location: The Impact of Geolocation on Web Search Personalization

PubMed

Michele Tizzoni, Kaiyuan Sun, Diego Benusiglio, Márton Karsai, Nicola Perra

Chloe Kliman-Silver, Aniko Hannak, David Lazer, Christo Wilson, Alan Mislove

A century of physics

Asymptotic theory for the dynamic of networks with heterogenous social capital allocation

R. Sinatra, P. Deville, M. Szell, D. Wang, A.-L. Barabási

Returners and explorers dichotomy in human mobility

E Ubaldi, N Perra, M Karsai, A Vezzani, R Burioni, A Vespignani

Epidemic Processes in Complex Networks

L. Pappalardo, F. Simini, S. Rinzivillo, D. Pedreschi, F. Giannotti, A.-L. Barabási

Social Data Mining and Seasonal Influenza Forecasts: The FluOutlook Platform

Rev. Mod. Phys.

R. Pastor-Satorras, C. Castellano, P. Van Mieghem, and A. Vespignani

Machine Learning and Knowledge Discovery in Databases

Q. Zhang, C. Gioannini, D. Paolotti, N. Perra, D. Perrotta, M. Quaggiotto, M. Tizzoni, and A. Vespignani

Network Geometry Inference using Common Neighbors

Spectrum of controlling and observing complex networks

F. Papadopoulos, R. Aldecoa, and D. Krioukov

Wiki-Worthy: Collective Judgment of Candidate Notability

G. Yan, G. Tsekenis, B. Barzel, J.-J. Slotine, Y.-Y. Liu, A.-L. Barabási

Information, Communication and Society

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

Network Science: Destruction perfected

Navigable Networks as Nash Equilibria of Navigation Games

I. A. Kovács, A.-L. Barabási

Expanding the Conversation: Multiplier Effects from a Deliberative Field Experiment

A. Gulyas, J. Biro, A. Korosi, G. Retvari, and D. Krioukov

Spatiotemporal spread of the 2014 outbreak of Ebola virus disease in Liberia and the effectiveness of non-pharmaceutical interventions: a computational modelling analysis

Political Communication

D. Lazer, A. Sokhey, M. Neblo, K. Esterling, R. Kennedy

The Lancet Infectious Diseases

S. Merler, M. Ajelli, L. Fumanelli, M.F.C. Gomes, A. Pastore y Piontti, L. Rossi, D.L. Chao, I.M. Longini Jr, M.E. Halloran, A. Vespignani

Volunteer Science: An Online Laboratory for Experiments in Social Psychology

Social Psychology Quarterly

J. Radford, A. Pilny, A. Reichelmann, B. Keegan, B. F. Welles, J. Hoye, K. Ognyanova, W. Meleis, D. Lazer

Unwinding the hairball graph: Pruning algorithms for weighted complex networks

Teams vs. Crowds: A Field Test of the Relative Contribution of Incentives, Member Ability, and Collaboration to Crowd-Based Problem Solving Performance

Navid Dianati

Academy of Management Discoveries

Christoph Riedl, Anita Williams Woolley

CoreScope: Graph Mining Using k-Core Analysis--Patterns, Anomalies, and Algorithms

Proceedings of the 16th IEEE ICDM'16

K. Shin, T. Eliassi-Rad, C. Faloutsos

MaxReach: Reducing Network Incompleteness through Node Probes

Proceedings of the 2016 IEEE/ACM ASONAM

S. Soundarajan, T. EliassiRad, B. Gallagher, A. Pinar

From Comorbidities of Chronic Obstructive Pulmonary Disease to Identification of Shared Molecular Mechanisms by Data Integration

Hijacking #myNYPD: Social media Dissent and Networked Publics

BMC Bioinformatics

D. Gomez-Cabrero, J. Menche, C. Vargas, I. Cano, D. Maier, A.-L. Barabasi, J. Tegner, J. Roca, and on Behalf of Synergy-COPD Consortia.

Quantifying the Evolution of Individual Scientific Impact

Journal of Communication

Jackson, S. J. and Foucault Welles, B.

Containing Ebola at the Source with Ring Vaccination

R. Sinatra, D. Wang, P. Deville, C. Song, A.-L. Barabasi

PLOS Neglected Tropical Diseases

â€‹Stefano Merler, Marco Ajelli, Laura Fumanelli, Stefano Parlamento, Ana Pastore y Piontti, Natalie E. Dean, Giovanni Putoto, Dante Carraro, Ira M. Longini Jr., M. Elizabeth Halloran, Alessandro Vespignani

An Experimental Investigation of Hyperbolic Routing with a Smart Forwarding Plane in NDN

IEEE/ACM International Symposium on Quality of Service

V. Lehman, A. Gawande, R. Aldecoa, D. Krioukov, L. Wang, B. Zhang, and L. Zhang

Asymptotic theory of time-varying social networks with heterogeneous activity and tie allocation

Tissue Specificity of Human Disease Module

Enrico Ubaldi, Nicola Perra, Márton Karsai, Alessandro Vezzani, Raffaella Burioni, Alessandro Vespignani

What Terrorist Leaders Want: A Content Analysis of Terrorist Propaganda Videos

M. Kitsak, A. Sharma, J. Menche, E. Guney, S.D. Ghiassian, J. Loscazlo, A.-L. Barabasi.

Studies in Conflict and Terrorism

Max Abrahms, Joseph Mroszczyk, Nick Beauchamp

Growing pains for global monitoring of societal events

Controllability of Multiplex, Multi-time-scale Networks

W. Wang, R. Kennedy, D. Lazer, N. Ramakrishnan.

Physical Review E 94: 3, 032316 (2016).

M. Posfai, J. Gao, S.P. Cornelius, A.-L. Barabasi, R. D'Souza.

Predicting and Interpolating State-level Polls using Twitter Textual Data

American Journal of Political Science

Nick Beauchamp

Spatiotemporal dynamics of the Ebola epidemic in Guinea and implications for vaccination and disease elimination: a computational modeling analysis

Control Principles of Complex Systems

BMC Medcine

M. Ajelli, S. Merler, L. Fumanelli, A. Pastore y Piontti, N. E. Dean, I. M. Longini, M. E. Halloran and A. Vespignani.

NimbleCore: A Space-efficient External Memory Algorithm for Estimating Core Numbers

Review of Modern Physics

Y.-Y. Liu, A.-L. Barabasi.

Proceedings of the 2016 IEEE/ACM ASONAM

P. Govindan, S. Soundarajan, T. Eliassi-Rad, C. Faloutsos

The Role of Network Science in Analyzing Slums in Rapidly Growing Urban Areas

Resilience and Efficiency in Transportation Networks

Small Wars

Amy Krakowka Richmond, Chris Arney, Kathryn Coronges, Matthew Simonson

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

Nature Scientific Reports

William Cunningham, Konstantin Zuev, Dmitri Krioukov

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

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

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

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

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

Mobile phone data for informing public health actions across the COVID-19 pandemic life cycle

Cécile Viboud, Alessandro Vespignani

A machine learning methodology for real-time forecasting of the 2019-2020 COVID-19 outbreak using Internet searches, news alerts, and estimates from mechanistic models

Nuria Oliver, Bruno Lepri, Harald Sterly, Renaud Lambiotte, Sébastien Delataille, Marco De Nadai, Emmanuel Letouzé, Albert Ali Salah, Richard Benjamins, Ciro Cattuto, Vittoria Colizza, Nicolas de Cordes, Samuel P. Fraiberger, Till Koebe Sune Lehmann, Juan Murillo, Alex Pentland, Phuong N Pham, Frédéric Pivetta, Jari Saramäki, Samuel V. Scarpino, Michele Tizzoni, Stefaan Verhulst and Patrick Vinck

The Immediate Effect of COVID-19 Policies on Social Distancing Behavior in the United States

Dianbo Liu, Leonardo Clemente, Canelle Poirier, Xiyu Ding, Matteo Chinazzi, Jessica T Davis, Alessandro Vespignani, Mauricio Santillana

Evolving epidemiology and transmission dynamics of coronavirus disease 2019 outside Hubei province, China: a descriptive and modelling study

SSRN

Rahi Abouk, Babak Heydari

Assessing changes in commuting and individual mobility in major metropolitan areas in the United States during the COVID-19 outbreak

The Lancet

Juanjuan Zhang, Maria Litvinova, Wei Wang, Yan Wang, Xiaowei Deng, Xinghui Chen, Mei Li, Wen Zheng, Lan Yi, Xinhua Chen, Qianhui Wu, Yuxia Liang, Xiling Wang, Juan Yang, Kaiyuan Sun, Ira M Longini Jr, M Elizabeth Halloran, Peng Wu, Benjamin J Cowling, Stefano Merler, Cecile Viboud, Alessandro Vespignani, Marco Ajelli, Hongjie Yu

The effect of human mobility and control measures on the COVID-19 epidemic in China

Brennan Klein, Timothy LaRock, Stefan McCabe, Leo Torres, Filippo Privitera, Brennan Lake, Moritz U. G. Kraemer, John S. Brownstein, David Lazer, Tina Eliassi-Rad, Samuel V. Scarpino, Matteo Chinazzi, and Alessandro Vespignani

Epidemiological data from the COVID-19 outbreak, real-time case information

Moritz U. G. Kraemer, Chia-Hung Yang, Bernardo Gutierrez, Chieh-Hsi Wu, Brennan Klein, David M. Pigott, Open COVID-19 Data Working Group, Louis du Plessis, Nuno R. Faria, Ruoran Li, William P. Hanage, John S. Brownstein, Maylis Layan, Alessandro Vespignani, Huaiyu Tian, Christopher Dye, Oliver G. Pybus, Samuel V. Scarpino

Aggregated mobility data could help fight COVID-19

Bo Xu, Bernardo Gutierrez, Sumiko Mekaru, Kara Sewalk, Lauren Goodwin, Alyssa Loskill, Emily L. Cohn, Yulin Hswen, Sarah C. Hill, Maria M. Cobo, Alexander E. Zarebski, Sabrina Li, Chieh-Hsi Wu, Erin Hulland, Julia D. Morgan, Lin Wang, Katelynn O'Brien, Samuel V. Scarpino, John S. Brownstein, Oliver G. Pybus, David M. Pigott & Moritz U. G. Kraemer

Age profile of susceptibility, mixing, and social distancing shape the dynamics of the novel coronavirus disease 2019 outbreak in China

Caroline O. Buckee, Satchit Balsari, Jennifer Chan, Mercè Crosas, Francesca Dominici, Urs Gasser, Yonatan H. Grad, Bryan Grenfell, M. Elizabeth Halloran, Moritz U. G. Kraemer, Marc Lipsitch, C. Jessica E. Metcalf, Lauren Ancel Meyers, T. Alex Perkins, Mauricio Santillana, Samuel V. Scarpino, Cecile Viboud, Amy Wesolowski, Andrew Schroeder

Science, advocacy, and quackery in nutritional books: an analysis of conflicting advice and purported claims of nutritional best-sellers

medRxiv

Juanjuan Zhang, Maria Litvinova, Yuxia Liang, Yan Wang, Wei Wang, Shanlu Zhao, Qianhui Wu, Stefano Merler, Cecile Viboud, Alessandro Vespignani, Marco Ajelli, Hongjie Yu

#HashtagActivism: Networks of Race and Gender Justice

Rebecca M. Marton, Xindi Wang, Albert-László Barabási & John P. A. Ioannidis

The effect of travel restrictions on the spread of the 2019 novel coronavirus (COVID-19) outbreak

The MIT Press

Sarah J. Jackson, Moya Bailey and Brooke Foucault Welles

Historical comparison of gender inequality in scientific careers across countries and disciplines

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

Phase transitions in information spreading on structured populations

Junming Huang, Alexander J. Gates, Roberta Sinatra, and Albert-László Barabási

Macroscopic patterns of interacting contagions are indistinguishable from social reinforcement

Jessica T. Davis, Nicola Perra, Qian Zhang, Yamir Moreno & Alessandro Vespignani

The Oxford Handbook of Networked Communication

Laurent Hébert-Dufresne, Samuel V. Scarpino & Jean-Gabriel Young

Oxford University Press

Edited by Brooke Foucault Welles and Sandra González-Bailón

Make Your Crowd Smart

MIT Sloan Management Review

Christoph Riedl, Victor P. Seidel, Anita W. Woolley, and Gerald C. Kane

The exposome and health: Where chemistry meets biology

Supporting Youth Activists’ Strategic Use of Social Media: A Qualitative Investigation of Design Opportunities

Roel Vermeulen, Emma L. Schymanski, Albert-László Barabási, Gary W. Miller.

NSF Public Access Repository

Farnaz Irannejad Bisafar, Brooke Foucault Welles, Catherine D’ignazio, Andrea G. Parker

A Dramaturgical Approach to Online Activism within Youth Empowerment Organizations

NSF Public Access Repository

Farnaz Irannejad Bisafar, Brooke Foucault Welles, Andrea G Parker

Correction format has a limited role when debunking misinformation

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

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

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

Studying Science Inequities: How to Use Surveys to Study Diverse Populations

Phys. Rev. E

Harrison Hartle, Fragkiskos Papadopoulos, and Dmitri Krioukov

pymdp: A Python library for active inference in discrete state spaces

Sage Journals

Robin Bayes, James N. Druckman, Alauna C. Safarpour

The Journal of Open Sources Software

Conor Heins, Beren Millidge, Daphne Demekas, Brennan Klein, Karl Friston, Iain Couzin, Alexander Tschantz

Educational accountability and state ESSA plans

Random Simplicial Complexes: Models and Phenomena

SAGW

John Portz, Nicholas Beauchamp

Complex Contagion in Viral Marketing: Causal Evidence and Embeddedness Effects from a Country-Scale Field Experiment

Omer Bobrowski, Dmitri Krioukov

Collaborative Hubs: Making the Most of Predictive Epidemic Modeling

SSRN

Jaemin Lee, David Lazer, Christoph Riedl

American Journal of Public Health

Nicholas G. Reich, Justin Lessler, Sebastian Funk, Cecile Viboud, Alessandro Vespignani, Ryan J. Tibshirani, Katriona Shea, Melanie Schienle, Michael C. Runge, Roni Rosenfeld, Evan L. Ray, Rene Niehus, Helen C. Johnson, Michael A. Johansson, Harry Hochheiser, Lauren Gardner, Johannes Bracher, Rebecca K. Borchering, and Matthew Biggerstaff

Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States

Contrasting social and non-social sources of predictability in human mobility

Estee Y. Cramer et al.

Nature communications

Zexun Chen, Sean Kelty, Alexandre G. Evsukoff, Brooke Foucault Welles, James Bagrow, Ronaldo Menezes & Gourab Ghoshal

Dynamics of ranking

Populism and social media campaigning: The Election of Volodymyr Zelensky

Gerardo Iñiguez, Carlos Pineda, Carlos Gershenson, Albert-László Barabási

Election Campaigns, Media, and the New World of Digital Politics

Larissa Doroshenko

Examining the robustness of 3ft versus 6ft of physical distancing in schools: a reanalysis of van den Berg et al

Quantifying NFT-driven networks in crypto art

Oxford academic

Brennan Klein, Daniel A Harris

Recovery coupling in multilayer networks

Kishore Vasan, Milán Janosov, Albert-László Barabási

Nonverbal Behavior in Face-to-Face Survey Interviews: An Analysis of Interviewer Behavior and Adequate Responding

Michael M. Danziger, Albert-László Barabási

Exploring noise, degeneracy, and determinism in biological networks with the einet package

SAGE

Brooke Foucault Welles, Hanyu Sun, and Peter V. Miller

British Ecological Society

Brennan Klein, Anshuman Swain, Travis Byrum,Samuel V. Scarpino, William F. Fagan

Cost-effective proactive testing strategies during COVID-19 mass vaccination: A modelling study

The Lancet Regional Health -Americas;

Zhanwei Du, Lin Wang, Yuan Bai, Xutong Wang, Abhishek Pandey, Meagan C. Fitzpatrick, Matteo Chinazzi, Ana Pastore y Piontti, Nathaniel Hupert, Michael Lachmann, Alessandro Vespignani, Alison P. Galvani, Benjamin J. Cowling, and Lauren Ancel Meyers

Model-based evaluation of alternative reactive class closure strategies against COVID-19

Engagement Outweighs Exposure to Partisan and Unreliable News within Google Search

Quan-Hui Liu, Juanjuan Zhang, Cheng Peng, Maria Litvinova, Shudong Huang, Piero Poletti, Filippo Trentini, Giorgio Guzzetta, Valentina Marziano, Tao Zhou, Cecile Viboud, Ana I. Bento, Jiancheng Lv, Alessandro Vespignani, Stefano Merler, Hongjie Yu & Marco Ajelli

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

Ronald E. Robertson, Jon Green, Damian Ruck, Katya Ognyanova, Christo Wilson, 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

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