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Table 5 Dataset ranked by number of users, for purpose imputation
References | Person-day | Users | Ground truth | Observations | Time | Area | Smart-phone App |
|---|---|---|---|---|---|---|---|
Yazdizadeh et al. [122] | 88,629 | 6845 | Validated-by-respondents (P2D) | 131,777 trips, 33 mln GPS points | 1 month collection period | Montreal | MTL Traject App |
Bohte and Maat [21] | 40,208 | 1104 | Validated-by-respondents | n.p. | 7395 days | Netherlands | GPS logger and Web based validation |
Kim et al. [60] | 7856 | 793 | Validated-by-respondents (P2D) | 22,170 days, 130 mln GPS points | 5–14 days per respondent | Singapore | Future Mobility Survey |
Feng and Timmermans [40] | n.p. | 329 | Validated-by-respondents (P2D) | 10,545 activities | 3 month per respondent | Netherlands (Rotterdam) | GPS logger and Web based validation |
Xiao et al. [120] | 2409 | 321 | Validated-by-respondents (P2P) | 7039 trips | 7–12 days per respondent | Shanghai | Shangai City - Smartphone Based Travel Survey |
Montini et al. [76] | n.p. | 156 | Validated-by-respondents | 6938 activities | 7 days | Zurich | Self Developed App |