Mingxuan Sun
Biographic Data
| ID | 9961089 |
|---|---|
| NAME | Mingxuan Sun |
| GIVEN NAMES | Mingxuan |
| FAMILY NAME | Sun |
| SIGNATURE | SUN M |
| AFFILIATIONS | Louisiana State University |
| ORCID | 0000-0003-2553-6154 |
| VERIFIED | Yes |
| TOTAL WORKS | 2 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 2 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2022 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
Mining socioenvironmental drivers of bias in social media rescue data for fairness-aware modeling
A Machine Learning Approach for Detecting Rescue Requests from Social Media
Hurricane Harvey in 2017 marked an important transition where many disaster victims used social media rather than the overloaded 911 system to seek rescue. This article presents a machine-learning-based detector of rescue requests from Harvey-related Twitter messages, which differentiates itself from existing ones by accounting for the potential impacts of ZIP codes on both the preparation of training samples and the performance of different mach…
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A Machine Learning Approach for Detecting Rescue Requests from Social Media
Hurricane Harvey in 2017 marked an important transition where many disaster victims used social media rather than the overloaded 911 system to seek rescue. This article presents a machine-learning-based detector of rescue requests from Harvey-related Twitter messages, which differentiates itself from existing ones by accounting for the potential impacts of ZIP codes on both the preparation of training samples and the performance of different mach…
Mining socioenvironmental drivers of bias in social media rescue data for fairness-aware modeling
Computer Science (2 works) · Social media (2 works) · World Wide Web (2 works) · Artificial Intelligence (1 work) · Computer security (1 work) · Crime Patterns and Interventions (1 work) · Criminology (1 work) · Database (1 work) · Disaster Management and Resilience (1 work) · Engineering (1 work)