Table 6.
PPB-Emo dataset collection summary.
| Data collection summary | |
|---|---|
| Number of participants | 40 (9 females, 31 males) |
| Participants age | 19 to 58 (mean = 28.10, standard deviation = 9.47) |
| Participants driving experience | 1 to 32 (mean = 5.58, standard deviation = 6.02) |
| Stimulus | 7 selected video-audio clips |
| Driving tasks duration | Total 630 min (280sets, about 2.25 min per sets) |
| Annotations scales | Dimensional emotion model based on SAM |
| -Valence | |
| -Arousal | |
| -Dominance | |
| Discrete emotion model based on DES | |
| -Emotional categories | |
| -Emotional intensity | |
| Annotations values | Value 1–9 |
| Recorded signals | Participant bio, Personality data, EEG data, |
| Driving behavioural data, Facial expression video, | |
| Driving posture video, Driving scenarios video | |