Table 5 Full descriptions and supported operating systems of each mobile sensing category of a total of 27
From: Personalised modelling of routine variability and affective states
Category | Full Description | Operation System (OS) |
|---|---|---|
vehicle | Activity duration in vehicle | All |
bike | Activity duration on bike | All |
foot | Activity duration on foot | Android only |
running | Activity duration running | iOS only |
still | Activity duration still (no movement) | All |
walking | Activity duration walking | iOS only |
audio_amp_mean | Mean audio amplitude | Android only |
audio_amp_std | Standard deviation of audio amplitude | Android only |
convo_duration | Duration of detected conversations | Android only |
convo_num | Number of detected conversations | Android only |
audio_voice | Ratio of detection of voice to number of inferences made during the period. Indicates, of all the inferences made during this specific period, the percentage with voice present (as opposed to noise). | Android only |
call_in_duration | Duration of incoming call | Android only |
call_in_num | Number of incoming calls | Android only |
call_miss_num | Number of missed calls | Android only |
call_out_duration | Duration of outgoing calls | Android only |
call_out_num | Number of outgoing calls | Android only |
light_mean | Light mean amplitude | Android only |
light_std | Light amplitude standard deviation | Android only |
loc_dist | Distance travelled | All |
loc_max_dist_from_campus | Maximum distance travelled away from campus | All |
loc_visit_num | Number of locations visited | All |
other_playing_duration | This metric tracks the total length of audio sessions, including any form of audio-based media like music or video, being played on the phone. It tallies the cumulative time spent on audio playback. | iOS only |
other_playing_num | This metric tracks the frequency of audio sessions, including any form of audio-based media like music or video, being played on the phone. It tallies the number of times audio was played. | iOS only |
sms_in_num | Number of incoming SMS | Android only |
sms_out_num | Number of outgoing SMS | Android only |
unlock_duration | Average amount of time that a user uses the phone in unlocked state (i.e., total phone usage duration) | All |
unlock_num | Number of lock/unlocks | All |
