Finding People with Emotional Distress in Online Social Media: A Design Combining Machine Learning and Rule-Based Classification
Has this study been replicated?
The atlas records 1 replication of this study. Recorded outcomes: 1 failed. The earliest on record is from 2025.
Replications
- Identifying Emotional Distress on Social Media: A Replication Study, Yuan et al. (2025). Communications of the Association for Information Systems. Outcome recorded: failed.
these results differ from the original work, where an ensemble of ML and rule-based classifiers performed best.
Outcome read from the abstract. View paper
Cite this record
Chau, M., Li, T. M. H., Wong, P. W. C., Xu, J. J., Yip, P. S. F., & Chen, H. (2020). Finding People with Emotional Distress in Online Social Media: A Design Combining Machine Learning and Rule-Based Classification. MIS Quarterly, 44(2), 933–955. https://doi.org/10.25300/misq/2020/14110
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