A multilayer network model of the coevolution of the spread of a disease and competing opinions

K Peng, Z Lu, V Lin, MR Lindstrom… - … Models and Methods …, 2021 - World Scientific
During the COVID-19 pandemic, conflicting opinions on physical distancing swept across
social media, affecting both human behavior and the spread of COVID-19. Inspired by such …

A knowledge graph-based method for epidemic contact tracing in public transportation

T Chen, Y Zhang, X Qian, J Li - Transportation Research Part C: Emerging …, 2022 - Elsevier
Contact tracing is an effective measure by which to prevent further infections in public
transportation systems. Considering the large number of people infected during the COVID …

Spatiotemporal impacts of human activities and socio-demographics during the COVID-19 outbreak in the US

L Ling, X Qian, S Guo, SV Ukkusuri - BMC Public Health, 2022 - Springer
Background Understanding non-epidemiological factors is essential for the surveillance and
prevention of infectious diseases, and the factors are likely to vary spatially and temporally …

Multiwave covid-19 prediction from social awareness using web search and mobility data

J Xue, T Yabe, K Tsubouchi, J Ma… - Proceedings of the 28th …, 2022 - dl.acm.org
Recurring outbreaks of COVID-19 have posed enduring effects on global society, which
calls for a predictor of pandemic waves using various data with early availability. Existing …

Multiwave COVID-19 Prediction via Social Awareness-Based Graph Neural Networks using Mobility and Web Search Data

J Xue, T Yabe, K Tsubouchi, J Ma, SV Ukkusuri - 2021 - europepmc.org
Recurring outbreaks of COVID-19 have posed enduring effects on global society, which
calls for a predictor of pandemic waves using various data with early availability. Existing …

[BOOK][B] Mathematical Modeling of Disease Dynamics, Opinion Dynamics, and Environmental Crimes

K Peng - 2022 - search.proquest.com
Mathematical models can be very useful for improving understanding of human behavior
and hel** forecasting it. In this thesis, we develop and explore three models of human …