Table 3 Pairwise Spearman’s correlation coefficient between each proxy metric as well as between each metric and the entropy, computed for the routine component each user’s mobility trace
From: On estimating the predictability of human mobility: the role of routine
GPS | CDR | ||||||||
|---|---|---|---|---|---|---|---|---|---|
Regularity | Stationarity | Diversity | Entropy | Regularity | Stationarity | Diversity | Entropy | ||
Next-Cell | Regularity | 1 | 0.35 | −0.17 | −0.46 | 1 | 0.58 | −0.66 | −0.70 |
Stationarity | 0.35 | 1 | −0.74 | −0.78 | 0.58 | 1 | −0.95 | −0.94 | |
Diversity | −0.17 | −0.74 | 1 | 0.54 | −0.66 | −0.95 | 1 | 0.98 | |
Entropy | −0.46 | −0.78 | 0.54 | 1 | −0.70 | −0.94 | 0.98 | 1 | |
Next-Place | Regularity | 1 | — | 0.25 | −0.41 | 1 | — | −0.16 | −0.53 |
Stationarity | — | — | — | — | — | — | — | — | |
Diversity | 0.25 | — | 1 | 0.15 | −0.16 | — | 1 | 0.84 | |
Entropy | −0.41 | — | 0.15 | 1 | −0.53 | — | 0.84 | 1 | |