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Lifelogging: Personal big data
We have recently observed a convergence of technologies to foster the emergence of
lifelogging as a mainstream activity. Computer storage has become significantly cheaper …
lifelogging as a mainstream activity. Computer storage has become significantly cheaper …
Close encounters of the infectious kind: methods to measure social mixing behaviour
A central tenet of close-contact or respiratory infection epidemiology is that infection patterns
within human populations are related to underlying patterns of social interaction. Until …
within human populations are related to underlying patterns of social interaction. Until …
Statistical machine learning of sleep and physical activity phenotypes from sensor data in 96,220 UK Biobank participants
Current public health guidelines on physical activity and sleep duration are limited by a
reliance on subjective self-reported evidence. Using data from simple wrist-worn activity …
reliance on subjective self-reported evidence. Using data from simple wrist-worn activity …
Hip and wrist accelerometer algorithms for free-living behavior classification
Purpose Accelerometers are a valuable tool for objective measurement of physical activity
(PA). Wrist-worn devices may improve compliance over standard hip placement, but more …
(PA). Wrist-worn devices may improve compliance over standard hip placement, but more …
Using the SenseCam to improve classifications of sedentary behavior in free-living settings
BACKGROUND: Studies have shown relationships between important health outcomes and
sedentary behavior, independent of physical activity. There are known errors in tools …
sedentary behavior, independent of physical activity. There are known errors in tools …
Using wearable cameras to categorise type and context of accelerometer-identified episodes of physical activity
Background Accelerometers can identify certain physical activity behaviours, but not the
context in which they take place. This study investigates the feasibility of wearable cameras …
context in which they take place. This study investigates the feasibility of wearable cameras …
CAPTURE-24: A large dataset of wrist-worn activity tracker data collected in the wild for human activity recognition
Existing activity tracker datasets for human activity recognition are typically obtained by
having participants perform predefined activities in an enclosed environment under …
having participants perform predefined activities in an enclosed environment under …
Testing self-report time-use diaries against objective instruments in real time
This study provides a new test of time-use diary methodology, comparing diaries with a pair
of objective criterion measures: wearable cameras and accelerometers. A volunteer sample …
of objective criterion measures: wearable cameras and accelerometers. A volunteer sample …
Validity of PALMS GPS scoring of active and passive travel compared to SenseCam
Purpose To assess validity of the Personal Activity Location Measurement System (PALMS)
for deriving time spent walking/running, bicycling, and in vehicle, using SenseCam as the …
for deriving time spent walking/running, bicycling, and in vehicle, using SenseCam as the …
Remembering through lifelogging: A survey of human memory augmentation
Human memory is unquestionably a vital cognitive ability but one that can often be
unreliable. External memory aids such as diaries, photos, alarms and calendars are often …
unreliable. External memory aids such as diaries, photos, alarms and calendars are often …