Underlined authors contributed equally. License for the datasets and code is CC BY 4.0 unless noted otherwise.
Complex Spreading Phenomena in Social Systems
Eds: Sune Lehmann and Yong-Yeol Ahn
Springer (2018)
Link | Homepage
Mobility network reveals the impact of geographic vaccination heterogeneity on COVID-19
Yuan Yuan, Eaman Jahani, Shengjia Zhao, Yong-Yeol Ahn, Alex Pentland
medRXiv
The latent structure of national scientific development
Lili Miao, Dakota Murray, Woo-Sung Jung, Vincent Larivière, Cassidy R. Sugimoto, Yong-Yeol Ahn
Submitted
arXiv
Misinformation, Believability, and Vaccine Acceptance Over 40 Countries: Takeaways From the Initial Phase of The COVID-19 Infodemic
Karandeep Singh, Gabriel Lima, Meeyoung Cha, Chiyoung Cha, Juhi Kulshrestha, Yong-Yeol Ahn, Onur Varol
Submitted
arXiv
People, Places, and Ties: Landscape of social places and their social network structures
Jaehyuk Park, Bogdan State, Monica Bhole, Michael Bailey, Yong-Yeol Ahn
Submitted
arXiv
Unsupervised embedding of trajectories captures the latent structure of mobility
Dakota Murray, Jisung Yoon, Sadamori Kojaku, Rodrigo Costas, Woo-Sung Jung, Staša Milojević, Yong-Yeol Ahn
Submitted
arXiv
Extracting hierarchical backbones from bipartite networks
Woo Seong Jo, Jaehyuk Park, Arthur Luhur, Beom Jun Kim, Yong-Yeol Ahn
Submitted
arXiv
Association Between Sampling Method and Covid-19 Test Positivity Among Undergraduate Students: Testing Friendship Paradox in Covid-19 Network of Transmission
Sina Kianersi, Yong-Yeol Ahn, Molly Rosenberg
Submitted
medRxiv
Sameness Attracts, Novelty Disturbs, but Outliers Flourish in Fanfiction Online
Elise Jing, Simon DeDeo, Yong-Yeol Ahn
Submitted
arXiv
Comparing Measures of Centrality in Bipartite Social Networks: A Study of Drug Seeking for Opioid Analgesics
Brian Aronson, Kai-Cheng Yang, Meltem Odabas, Yong-Yeol Ahn, Brea Perry
Submitted
SocArXiv
Substitution of Nonpharmacologic Therapy With Opioid Prescribing for Pain During the COVID-19 Pandemic
Byungkyu Lee, Kai-Cheng Yang, Patrick Kaminski, Siyun Peng, Meltem Odabas, Sumedha Gupta, Harold D. Green Jr, Yong-Yeol Ahn, and Brea L. Perry
JAMA Network Open 4, e2138453 (2021)
Link | PDF
Residual2Vec: Debiasing graph embedding with random graphs
Sadamori Kojaku, Jisung Yoon, Isabel Constantino, Yong-Yeol Ahn
NeurIPS (2021)
Link | PDF | arXiv | Code
Characterizing Partisan Political Narrative Frameworks about COVID-19 on Twitter
Elise Jing, Yong-Yeol Ahn
EPJ Data Science 10, 53 (2021)
Link | PDF | arXiv
Predicting Anti-Asian Hateful Users on Twitter during COVID-19
Jisun An, Haewoon Kwak, Claire Seungeun Lee, Bogang Jun, Yong-Yeol Ahn
EMNLP (findings) (2021)
Link | PDF | arXiv
Use of and Comorbidities Associated With Diagnostic Codes for COVID-19 in US Health Insurance Claims
Kai-Cheng Yang, Byungkyu Lee, Yong-Yeol Ahn, and Brea L. Perry
JAMA Network Open 4, e2124643 (2021)
Link | PDF
FrameAxis: characterizing microframe bias and intensity with word embedding
Haewoon Kwak, Jisun An, Elise Jing, Yong-Yeol Ahn
PeerJ Computer Science 7, e644 (2021)
Link | PDF | arXiv
New means, new measures: assessing prescription drug-seeking indicators over 10 years of the opioid epidemic
Brea L. Perry, Meltem Odabaş, Kai-Cheng Yang, Byungkyu Lee, Patrick Kaminski, Brian Aronson, Yong-Yeol Ahn, Carrie B. Oser, Patricia R. Freeman, Jeffrey C. Talbert
Addiction (2021)
Link | PDF
Principled approach to the selection of the embedding dimension of networks
Weiwei Gu, Aditya Tandon, Yong-Yeol Ahn, Filippo Radicchi
Nature Comunications 12, 3772 (2021).
Link | PDF | arXiv | Code
Neural Embeddings of Scholarly Periodicals Reveal Complex Disciplinary Organizations
Hao Peng, Qing Ke, Ceren Budak, Daniel Romero, Yong-Yeol Ahn
Science Advances 7, eabb9004 (2021).
Link | arXiv | Code | Data
Persona2vec: A Flexible Multi-role Representations Learning Framework for Graphs
Jisung Yoon, Kai-Cheng Yang, Woo-Sung Jung, Yong-Yeol Ahn
PeerJ Computer Science 7, e439 (2021)
Link | PDF | arXiv | Code
Prevalence of Misinformation and Factchecks on the COVID-19 Pandemic in 35 Countries: Observational Infodemiology Study
Meeyoung Cha, Chiyoung Cha, Karandeep Singh, Gabriel Lima, Yong-Yeol Ahn, Juhi Kulshrestha, Onur Varol
JMIR Human Factors 8, e23279 (2021)
Link
The effectiveness of backward contact tracing in networks
Sadamori Kojaku, Laurent Hébert-Dufresne, Enys Mones, Sune Lehmann, Yong-Yeol Ahn
Nature Physics (2021)
Link | arXiv | Code
Nature Physics News & Views | Washington Post | Frankfurter Allgemeine | F.A.Z. Wissen - Der Podcast
On the challenges of predicting microscopic dynamics of online conversations
John BollenBacher, Diogo Pacheco, Pik-Mai Hui, Yong-Yeol Ahn, Alessandro Flammini, Filippo Menczer
Applied Network Science 6, 12 (2021)
Link | PDF
Systematic Evaluation of State Policy Interventions Targeting the US Opioid Epidemic
Byungkyu Lee, Wanying Zhao, Kai-Cheng Yang, Yong-Yeol Ahn, Brea Perry
JAMA Network Open 4(2), e2036687 (2021)
Link | PDF | Data and Code
BiRank: Fast and Flexible Ranking on Bipartite Networks with R and Python
Kai-Cheng Yang, Brian Aronson, and Yong-Yeol Ahn
The Journal of Open Source Software 5(51), 2315 (2020)
Link | PDF | Code
A Systematic Media Frame Analysis of 1.5 Million New York Times Articles from 2000 to 2017
Haewoon Kwak, Jisun An, Yong-Yeol Ahn
WebSci’20
Link | arXiv | PDF
Evidence from internet search data shows information-seeking responses to news of local COVID-19 cases
Ana I. Bento, Thuy Nguyen, Coady Wing, Felipe Lozano-Rojas, Yong-Yeol Ahn, and Kosali Simon
PNAS 117, 11220 (2020)
Link | PDF
Co-contributorship Network and Division of Labor in Individual Scientific Collaborations
Chao Lu, Yingyi Zhang, Yong-Yeol Ahn, Ying Ding, Chenwei Zhang, Dandan Ma
JASIST 71, 1162 (2020)
Link | arXiv | PDF
Co-prescription network reveals social dynamics of opioid doctor shopping
Brea L. Perry, Kaicheng Yang, Patrick Kaminski, Meltem Odabas, Jaehyuk Park, Michelle Martel, Carrie B. Oser, Patricia R. Freeman, Yong-Yeol Ahn, and Jeffrey Talbert
PLoS ONE 14, e0223849 (2019)
Link | PDF
Information overload in group communication: from conversation to cacophony in the Twitch chat
Azadeh Nematzadeh, Giovanni Luca Ciampaglia, Yong-Yeol Ahn, and Alessandro Flammini
Royal Society Open Science 6, 191412 (2019)
Link | PDF | Data | Code
Global labor flow network reveals the hierarchical organization and dynamics of geo-industrial clusters
Jaehyuk Park, Ian B. Wood, Elise Jing, Azadeh Nematzadeh, Souvik Ghosh, Michael D. Conover, and Yong-Yeol Ahn
Nature Communications 10, 3449 (2019)
Link | PDF | Code
Phys.org | Science Daily | Inside Indiana Business | Crimson Catalyst | Other coverage
Massive Multi-agent Data-Driven Simulations of the GitHub Ecosystem
Jim Blythe, John Bollenbacher, Di Huang, Pik-Mai Hui, Rachel Krohn, Diogo Pacheco, Goran Muric, Anna Sapienza, Alexey Tregubov, Yong-Yeol Ahn, Alessandro Flammini, Kristina Lerman, Filippo Menczer, Tim Weninger, and Emilio Ferrara
PAAMS’19
Link | PDF | Code
Evolution of the informational complexity of contemporary western music
Thomas Parmer and Yong-Yeol Ahn
ISMIR’19
Link | arXiv | PDF | Code
Element-centric clustering comparison unifies overlaps and hierarchy
Alexander J. Gates, Ian B. Wood, William P. Hetrick, and Yong-Yeol Ahn
Scientific Reports 9, 8574 (2019)
Link | PDF | Code
CluSim: a python package for calculating clustering similarity
Alexander J. Gates and Yong-Yeol Ahn
The Journal of Open Source Software 4(35), 1264 (2019)
Link | PDF | Code
Community-Based Event Detection in Temporal Networks
Pablo Moriano, Jorge Finke, and Yong-Yeol Ahn
Scientific Reports 9, 4358 (2019)
Link | PDF | Code
Optimal modularity and memory capacity of neural reservoirs
Nathaniel Rodriguez, Eduardo Izquierdo, and Yong-Yeol Ahn
Network Neuroscience 3, 551 (2019)
Link | PDF | Code
Factors affecting sex-related reporting in medical research: a cross-disciplinary bibliometric analysis
Cassidy R. Sugimoto, Yong-Yeol Ahn, Elise Smith, Benoit Macaluso, and Vincent Larivière
Lancet 393 9-15 (2019)
Link | PDF | Code
Guardian | Reuters | Japan News | Wired | Other coverages
Race and the beauty premium: Mechanical Turk workers’ evaluations of Twitter accounts
Anne Groggel, Shirin Nilizadeh, Yong-Yeol Ahn, Apu Kapadia, and Fabio Rojas
Information, Communication & Society (2018)
Link | PDF
Scalable Detection of Viral Memes from Diffusion Patterns
Pik-Mai Hui, Lilian Weng, Alireza Sahami Shirazi, Yong-Yeol Ahn, and Filippo Menczer
Complex Spreading Phenomena in Social Systems pp.197-211 (Springer) (2018)
Link | PDF
Spreading in Social Systems: Reflections
Sune Lehmann and Yong-Yeol Ahn
Complex Spreading Phenomena in Social Systems pp.351-358 (Springer) (2018)
Link | arXiv | PDF
Optimal Modularity in Complex Contagion
Azadeh Nematzadeh, Nathaniel Rodriguez, Alessandro Flammini, and Yong-Yeol Ahn
Complex Spreading Phenomena in Social Systems pp.97-107 (Springer) (2018)
Link | arXiv | PDF
SemAxis: A Lightweight Framework to Characterize Domain-Specific Word Semantics Beyond Sentiment
Jisun An, Haewoon Kwak, and Yong-Yeol Ahn
ACL’18 (2018)
Link | arXiv | PDF | Data and code
The Minor fall, the Major lift: inferring emotional valence of musical chords through lyrics
Artemy Kolchinsky, Nakul Dhande, Kengjeun Park, and Yong-Yeol Ahn
Royal Society Open Science 4, 170952 (2017)
Link | arXiv | PDF | Data | Code
Science | The Conversation | Atlas Obscura | QUARTZ | List of media coverage
The impact of random models on clustering similarity
Alexander J. Gates and Yong-Yeol Ahn
Journal of Machine Learning Research 18, 1 (2017)
Link | arXiv | PDF
Inverse resolution limit of partition density and detecting overlapping communities by link-surprise
Juyong Lee, Zhong-Yuan Zhang, Jooyoung Lee, Bernard R. Brooks, Yong-Yeol Ahn
Scientific Reports 7, 12399 (2017)
Link | arXiv | PDF
Social Contagions on weighted networks
Yu-Xiao Zhu, Wei Wang, Ming Tang, Yong-Yeol Ahn
Physical Review E 96, 012306 (2017)
Link | arXiv | PDF
Data-driven Methods for the Study of Food Perception, Preparation, Consumption, and Culture
Ole G. Mouritsen, Rachel Edwards-Stuart, Yong-Yeol Ahn, Sebastian E. Ahnert
Front. ICT 4, 15 (2017)
Link | PDF
A systematic identification and analysis of scientists on Twitter
Qing Ke, Yong-Yeol Ahn, Cassidy R. Sugimoto
PLoS One 12, e0175368 (2017)
Link | arXiv | PDF
Nature News | LSE Blog
Improving land use inference by factorizing mobile phone call activity matrix
Huina Mao, Yong-Yeol Ahn, Budhendra Bhaduri, and Gautam Thakur
Journal of Land Use Science 12, 138 (2017)
Link | PDF
Gendered Conversation in a Social Game-Streaming Platform
Supun Nakandala, Giovanni Luca Ciampaglia, Norman Makoto Su, Yong-Yeol Ahn
ICWSM’17 (2017)
Link | arXiv | PDF | Code
Motherboard | Kotaku | List of other coverage
Collective Dynamics of Belief Evolution under Cognitive Coherence and Social Conformity
Nathaniel Rodriguez, Johan Bollen, Yong-Yeol Ahn
PLoS ONE 11, e0165910 (2016)
Link | PDF | Code
Network Landscape of Western Classical Music
Arram Bae, Doheum Park, Yong-Yeol Ahn, Juyong Park
Leonardo 49, 448 (2016)
Link
Twitter’s Glass Ceiling: The Effect of Perceived Gender on Online Visibility
Shirin Nilizadeh, Anne Groggel, Peter Lista, Srijita Das, Yong-Yeol Ahn, Apu Kapadia, Fabio Rojas
ICWSM’16 (2016)
Link | PDF | Code
The Multi-Scale Network Landscape of Collaboration
Arram Bae, Doheum Park, Yong-Yeol Ahn, Juyong Park
PLoS ONE 11, e0151784 (2016)
Link | PDF
Characterizing Conversation Patterns in Reddit: From the Perspectives of Content Properties and User Participation Behaviors
Daejin Choi, Jinyoung Han, Taejoong Chung, Yong-Yeol Ahn, Byung-Gon Chun, Ted Taekyoung Kwon
COSN’15 (2015)
Link | PDF
Quantifying socio-economic indicators in developing countries from mobile phone communication data: applications to Côte d’Ivoire
Huina Mao, Xin Shuai, Yong-Yeol Ahn, and Johan Bollen
EPJ Data Science 4, 1-16 (2015)
Link | PDF
Optimizing drug-target interaction prediction based on random walk on heterogeneous networks
A. Seal, Y.-Y. Ahn, and D. J. Wild.
Journal of Cheminformatics 7, 40 (2015)
Link | PDF
Robustness and modular structure in networks
J.P. Bagrow, S. Lehmann, and Y.-Y. Ahn
Network Science 3, 509 (2015)
Link | arXiv | PDF
Cooperative and Competitive Spreading Dynamics on the Human Connectome
B. Mišić, R. F. Betzel, A. Nematzadeh, J. Goñi, A. Griffa, P. Hagmann, A. Flammini, Y.-Y. Ahn, and O. Sporns
Neuron 86, 1518 (2015)
Link | PDF
IUB News
Community detection in bipartite networks using weighted symmetric binary matrix factorization
Z.-Y. Zhang and Y.-Y. Ahn
Int. J. Mod. Phys. C 0, 1550096 (2015)
Link | arXiv | PDF
Tie strength distribution in scientific collaboration networks
Qing Ke and Yong-Yeol Ahn
Physical Review E 90, 032804 (2014)
Link | arXiv | PDF
Community-Enhanced De-anonymization of Online Social Networks
Shirin Nilizadeh, Apu Kapadia, and Yong-Yeol Ahn
CCS’14 (2014)
PDF
Optimal Network Modularity for Information Diffusion
Azadeh Nematzadeh, Emilio Ferrara, Alessandro Flammini, and Yong-Yeol Ahn
Physical Review Letters (Editors’ suggestion) 113, 088701 (2014)
Link | Erratum | arXiv | PDF
A Network Framework of Cultural History
Maximilian Schich, Chaoming Song, Yong-Yeol Ahn, Alexander Mirsky, Mauro Martino, Albert-László Barabási, and Dirk
Helbing
Science 345, 558 (2014)
Link | PDF | Project page | Nature video: Charting culture
Nature News | National Geographic | Business Insider | The Times | Daily Mail | Spiegel | Scientific American | NPR | 동아사이언스
Misogynistic language on Twitter and sexual violence
Rachel Fulper, Giovanni Luca Ciampaglia, Emilio Ferrara, Yong-Yeol Ahn, Alessandro Flammini, Filippo Menczer, Bryce Lewis, Kehontas Rowe
ChASM’14 (2014)
PDF
Predicting Successful Memes using Network and Community Structure
Lilian Weng, Filippo Menczer, and Yong-Yeol Ahn
ICWSM’14 (2014)
Link | arXiv | PDF
Metabolic Network Analysis-Based Identification of Antimicrobial Drug Targets in Category A Bioterrorism Agents
Yong-Yeol Ahn, Deok-Sun Lee, Henry Burd, William Blank, Vinayak Kapatral
PLoS ONE 9(1): e85195 (2014)
Link | PDF
Geography and Similarity of Regional Cuisines in China
Y.-X. Zhu, Z. Huang, Z.-K. Zhang, Q.-M. Zhang, T. Zhou, and Y.-Y. Ahn
PLOS ONE 8(11): e79161 (2013)
Link | arXiv | PDF | Data and code
Techonological Review | Wired: Social Dimension
Virality Prediction and Community Structure in Social Networks
L. Weng, F. Menczer, and Y.-Y. Ahn
Scientific Reports 3, 2522 (2013)
Link | arXiv | PDF | Slides | Project page | Data
Scientific American | IEEE SPECTRUM
Overlapping Community Detection in Complex Networks using Symmetric Binary Matrix Factorization
Z.-Y. Zhang, Y. Wang, and Y.-Y. Ahn
Physical Review E 87, 062803 (2013)
Link | arXiv | PDF | Code
The Flavor Network
Y.-Y. Ahn and S. Ahnert
Leonardo 46, 272 (2013)
Link | PDF
Mobile Communications Reveal the Regional economy in Côte D’ivoire
H. Mao, X. Shuai, Y.-Y. Ahn, J. Bollen
NetMob 2013: Data for Development Challenge
Link
Delayed Information Cascades in Flickr: Measurement, Analysis, and Modeling
M. Cha, F. Benevenuto, Y.-Y. Ahn, and K. P. Gummadi
Computer Networks 56, 1066 (2012)
Link | PDF
Flavor network and the principles of food pairing
Y.-Y. Ahn, S. Ahnert, J. P. Bagrow, and A.-L. Barabási
Scientific Reports 1, 196 (2011)
Link | arXiv | PDF | Hi-res Fig 2 | poster | Ingredient-compounds dataset | Flavor network backbone | Recipe datasets with cuisines
Nature News | Scientific American | Technology Review | List of media coverage
Evidence for Network Evolution in an Arabidopsis Interactome Map
Arabidopsis Interactome Mapping Consortium
Science 333, 601 (2011)
Link | PDF
Understanding the demographics of Twitter users
A. Mislove, S. Lehmann, Y.-Y. Ahn, J.-P. Onnela, and J. N. Rosenquist
ICWSM’11
Link | PDF
Topological Cluster Analysis Reveals the Systemic Organization of the Caenorhabditis elegans Connectome
Y. Sohn, M. K. Choi, Y.-Y. Ahn, J. Lee, and J. Jeong
PLOS Comp. Biol. 7, e1001139 (2011)
Link | PDF
Googling social interactions: Web search engine based social network construction
S. H. Lee, P.-J. Kim, Y.-Y. Ahn, and H. Jeong
PLOS ONE 5, e11233 (2010)
Link | arXiv | PDF | Project page
NewScientist | georgezaidan:Pocket Science
Link communities reveal multiscale complexity in networks
Y.-Y. Ahn, J. P. Bagrow, and S. Lehmann
Nature 466, 761 (2010)
Link | arXiv | PDF | source codes & visualization | Talk slides
news@Northeastern | 한겨레 사이언스온
A blueprint for antimicrobial hit discovery targeting metabolic networks
Y. Shen, J. Liu, G. Estiu, B. Isin, Y.-Y. Ahn, D.-S. Lee, A.-L. Barabási, V. Kapatral, O. Wiest, and Z. N. Oltvai
PNAS 107, 1082 (2010)
Link | PDF
Analyzing the video popularity characteristics of large-scale user generated content systems
M. Cha, H. Kwak, P. Rodriguez, Y.-Y. Ahn, and S. Moon
ACM/IEEE Transactions on Networking 17, 1357 (2009)
Link | PDF
Comparison of online social relations in terms of volume vs. interaction: a case study of Cyworld
H. Chun, H. Kwak, Y.-H. Eom, Y.-Y. Ahn, S. Moon, and H. Jeong
IMC’08
Link | PDF
Impact of the updating scheme on stationary states of networks
F. Radicchi, Y.-Y. Ahn, and H. Meyer-Ortmanns
Journal of Physics A: Mathematical and Theoretical 41, 224010 (2008)
Link | PDF
I tube, you tube, everybody tubes: analyzing the world’s largest user generated content video system
M. Cha, H. Kwak, P. Rodriguez, Y.-Y. Ahn, and S. Moon
IMC’07 (2007)
Link | PDF
Analysis of Topological Characteristics of Huge Online Social Networking Services
Y.-Y. Ahn, S. Han, H. Kwak, S. Moon, and H. Jeong
WWW’07 (2007)
PDF | Updated & corredted PDF | Data
Epidemic dynamics of two species of interacting particles on scale-free networks
Y.-Y. Ahn, N. Masuda, H. Jeong, and J. D. Noh
Physical Review E 74, 066113 (2006)
Link | arXiv | PDF
Wiring Cost in the Organization of a Biological Neuronal Network
Y.-Y. Ahn, B. J. Kim, and H. Jeong
Physica A 367, 531 (2006)
Link | arXiv | PDF | Data (pajek) | Probably better wiring data
Collaborative blog spam filtering using adaptive percolation search
S. Han, Y.-Y. Ahn, S. Moon, and H. Jeong
The 3rd Workshop on the Weblogging Ecosystem held in conjunction with WWW’06 (2006)
Link | PDF
Growing network model for community with group structure
J. D. Noh, H.-C. Jeong, Y.-Y. Ahn, and H. Jeong
Physical Review E 71, 036131 (2005)
Link | arXiv | PDF
Underlying scale-free trees in complex networks
D.-H. Kim, S.-W. Son, Y.-Y. Ahn, P.-J. Kim, Y.-H. Eom, and H. Jeong
Prog. Theor. Phys. Supplement 157, 213 (2005)
Link | PDF
Response network emerging from simple perturbation
S.-W. Son, D.-H. Kim, Y.-Y. Ahn, and H. Jeong
Journal of the Korean Physical Society 44, 628 (2004)
Link | PDF
Mapping the conversation: political topics and geography on Twitter
A. Mislove, S. Lehmann, Y.-Y. Ahn, J.-P. Onnela, and J. N. Rosenquist
Link
Flavor network, Edge-Serpentine Gallery exhibition “Maps for the 21st Century”
Y.-Y. Ahn, S. Ahnert, J. P. Bagrow, and A.-L. Barabási
Link
Pulse of the Nation: visualizing the mood of twitter
A. Mislove, S. Lehmann, Y.-Y. Ahn, J.-P. Onnela, J. N. Rosenquist
Project page | YouTube |
Slashdot | NewScientist | CBS | BBC | NYTimes | and more
Twittermood: United States map of mood
Y.-Y. Ahn, J. P. Bagrow, S. Lehmann, and A. Pawling
Link