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Table 1 Summary of Mobility Prediction Models

From: Ensemble mobility predictor based on random forest and Markovian property using LBSN data

  Characteristics
  Factors    Data Type   Collected/Generated From   
  Temporal Spatial Social Real Synthetic Location-Based Social Network Call Data Record Other
Wang et al. [19]   \(\checkmark \)   \(\checkmark \)     \(\checkmark \)
Gebrie et al. [16] \(\checkmark \) \(\checkmark \)    \(\checkmark \) \(\checkmark \)   
Abani et al. [10]   \(\checkmark \)   \(\checkmark \)     \(\checkmark \)
Nguyen et al. [20] \(\checkmark \) \(\checkmark \)    \(\checkmark \)    \(\checkmark \)
Jiang et al. [21] \(\checkmark \) \(\checkmark \)   \(\checkmark \)     \(\checkmark \)
Wang et al. [1] \(\checkmark \) \(\checkmark \)   \(\checkmark \)   \(\checkmark \)   
Gao et al. [22] \(\checkmark \) \(\checkmark \) \(\checkmark \) \(\checkmark \)   \(\checkmark \)   
Cheng et al. [23]   \(\checkmark \) \(\checkmark \) \(\checkmark \)   \(\checkmark \)   
Silveira et al. [12]   \(\checkmark \) \(\checkmark \) \(\checkmark \)   \(\checkmark \) \(\checkmark \)  
Munjal et al. [24]   \(\checkmark \)    \(\checkmark \)    \(\checkmark \)
Dong et al. [25]   \(\checkmark \)    \(\checkmark \)   \(\checkmark \)  
Chen et al. [13]   \(\checkmark \) \(\checkmark \) \(\checkmark \)   \(\checkmark \)   
Felipe et al. [18] \(\checkmark \) \(\checkmark \) \(\checkmark \) \(\checkmark \)   \(\checkmark \)   
ERFM \(\checkmark \) \(\checkmark \) \(\checkmark \) \(\checkmark \)   \(\checkmark \)