Publication: Forecasting smog-related health hazard based on social media and physical sensor
Forecasting smog-related health hazard based on social media and physical sensor
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Chen, J., Chen, H., Wu, Z., Hu, D., & Pan, J. Z. (2017). Forecasting smog-related health hazard based on social media and physical sensor. Information Systems, 64, 281–291. https://doi.org/10.1016/j.is.2016.03.011
Abstract
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Smog disasters are becoming more and more frequent and may cause severe consequences on the environment and public health, especially in urban areas. Social media as a real-time urban data source has become an increasingly effective channel to observe people׳s reactions on smog-related health hazard. It can be used to capture possible smog-related public health disasters in its early stage. We then propose a predictive analytic approach that utilizes both social media and physical sensor data to forecast the next day smog-related heal
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- Chen, Jiaoyan
- Chen, Huajun
- Wu, Zhaohui
- Hu, Daning
- Pan, Jeff Z
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Chen, J., Chen, H., Wu, Z., Hu, D., & Pan, J. Z. (2017). Forecasting smog-related health hazard based on social media and physical sensor. Information Systems, 64, 281–291. https://doi.org/10.1016/j.is.2016.03.011