Table 2.
Top-ten cited research papers use of observational data
| Contribution | Research proposal | Data sources | Citations |
|---|---|---|---|
| Reddy et al. (2010) | Event Classification System for Abnormal Activity in Transportation | GPS, Accelerometer | 912 |
| Yin et al. (2012) | Situation Awareness Classification System for Impact Assessment in Emergency | Social Media | 711 |
| Muro-de-la-Herran et al. (2014) | Human Gait Classification System for Patient Monitoring and Early Diagnosis | Physical Sensors, Images | 708 |
| Kim and Hastak (2018) | Event Pattern Recognition for Natural Disaster Analysis | Social Media | 578 |
| Crooks et al.( 2013) | Spatial and Temporal Detection System for Impact Assessment in Emergency | Social Media | 449 |
| Wang et al. (2013) | Event Pattern Recognition System for Abnormal Activity in Transportation | GPS | 322 |
| Kryvasheyeu et al. (2016) | Spatial and Temporal Detection System for Impact Assessment in Emergency | Social Media | 315 |
| Middleton et al. (2014) | Spatial and Temporal Detection System for Impact Assessment in Emergency | Social Media | 306 |
| Takahashi et al. (2015) | Situation Awareness Classification System for Natural Disaster Analysis | Social Media | 271 |
| Latonero and Shklovski (2011) | Situation Awareness Classification System for Natural Disaster Analysis | Social Media | 236 |