Covid-19 Research, Big Data, and Natural Language Processing
About

This project aims to provide a large-scale analysis of public discourse on COVID-19 related topics on social media.

Publications
The Hidden Pandemic of Family Violence During COVID-19: Unsupervised Learning of Tweets
Xue, J., Chen, J., Chen, C., Hu, R. & Zhu, T. (2020).
Journal OF Medical Internet Research, 22(11):e24361 doi: 10.2196/24361
Twitter Discussions and Emotions About COVID-19 Pandemic: a Machine Learning Approach
Xue, J., Chen, J., Hu, R., Chen, C., Zheng, C., Su, Y., & Zhu, T. (2020).
Journal of Medical Internet Research
Public Discourse and Sentiment During the COVID 19 Pandemic: Using Latent Dirichlet Allocation For Topic Modeling On Twitter
Xue, J., Chen, J., Chen, C., Zheng, C., Li, S., & Zhu, T. (2020).
PLOS ONE
Modern Senicide in the Face of a Pandemic: An Examination of Public Discourse and Sentiment About Older Adults and COVID-10 Using Machine Learning
Xiang, X., Lu, X., Halavanau, A., Xue, J., Sun, Y., Lai, P., & Wu, Z. (2020).
Journal of Gerontology: Social Sciences
Public Emotion Responses During COVID‐19 in China on Social Media: An Observational Study
Su, Y., Wu, P., Li, S., Xue, J., & Zhu, T. (2020)
uman Behavior and Emerging Technologies, 3(1), 127-136.
Abusers Indoors and Coronavirus Outside: An Examination of Public Discourse About COVID-19 and Family Violence on Twitter Using Machine Learning
Xue, J., Chen, J., Chen, C., Hu, R. & Zhu, T. (2020).
Journal of medical internet research
Modern Ubasute: Public Discourse and Sentiment about Older Adults and COVID19 Using Machine Learning
Xiang, X., Lu, X., Halavanau, A., Xue, J., Sun, Y., Lai, P. H. L., & Wu, Z. (2020).
Innovation in Aging, 4(Suppl 1), 952.
The Impact of COVID-19 Epidemic Declaration on Psychological Consequences: A Study on Active Weibo Users
Li, S., Wang, Y., Xue, J., Zhao, N., & Zhu, T. (2020).
International Journal of Environmental Research and Public Health. 17 (6), 2032.
Examining the Impact of COVID-19 Lockdown in Wuhan and Lombardy: A Psycholinguistic Analysis of Weibo and Twitter
Su, Y., Xue, J., Liu, X., Wu, P., Chen, J., Chen, C., Liu, T., Gong, W., & Zhu, T. (2020).
International Journal of Environment Research and Public Health
Affiliated Faculties

Professor

China Academy of Sciences

Assistant Professor

Social Work

University of Michigan