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 | \(\checkmark \) | \(\checkmark \) | \(\checkmark \) | \(\checkmark \) | \(\checkmark \) | |||