Building upon the past literature on the role of social media in disaster management, we formulate a time-varying SIR model, namely SIRSM, to incorporate the ...

Jul 12, 2021 · ... Social Media Sentiment and COVID-19 Transmission: Results from a Time-varying SIR Model" (2021). PACIS 2021 Proceedings. 31. https://aisel ...

Jul 12, 2021 · Our results indicate that negative sentiment on Twitter is associated with a lower transmission rate of the corresponding susceptible compartment.

Social Media Sentiment and COVID-19 Transmission : Results from a Time-varying SIR Model. Research output: Chapters, Conference Papers, Creative and ...

May 19, 2022 · Considering the popularity of social media, Xu et al. constructed the time-varying SIR model to study the impact of social media on COVID-19 ...

Aug 23, 2024 · Governments and healthcare institutions are increasingly recognizing the value of leveraging social media data to address disease outbreaks.

Mar 9, 2022 · The numerous models clearly demonstrate that the transmission of a disease is influenced directly by people's behaviors and social interactions ...

This study develops a modularized deep learning framework to quantify public sentiments towards COVID-19, followed by leveraging the predicted sentiments.

Aug 17, 2024 · In this paper, we present a new mathematical epidemic model for digital networks that considers the sentiment of solitary misinformation in the networks.

In this paper, we aim to glean insights into the role of higher-order social interactions and the associated varying social group determinants on COVID-19 ...