The rise of consumer health wearables: promises and barriers
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Using smartphones to collect behavioral data in psychological science: Opportunities, practical considerations, and challenges
Smartphones now offer the promise of collecting behavioral data unobtrusively, in situ, as it
unfolds in the course of daily life. Data can be collected from the onboard sensors and other …
unfolds in the course of daily life. Data can be collected from the onboard sensors and other …
Smartphone sensing methods for studying behavior in everyday life
Highlights•Smartphone Sensing Methods (SSMs) permit continuous and real-time
behavioral observation in the context of people's daily lives.•SSMs provide objective …
behavioral observation in the context of people's daily lives.•SSMs provide objective …
Detecting depression and predicting its onset using longitudinal symptoms captured by passive sensing: a machine learning approach with robust feature selection
We present a machine learning approach that uses data from smartphones and fitness
trackers of 138 college students to identify students that experienced depressive symptoms …
trackers of 138 college students to identify students that experienced depressive symptoms …
Adaptive weighted imbalance learning with application to abnormal activity recognition
Abnormal activity recognition has been paid much attention in the field of healthcare and
related applications, especially for the elderly people׳ s physical and mental health, the high …
related applications, especially for the elderly people׳ s physical and mental health, the high …
Understanding behaviours in context using mobile sensing
Mobile sensing refers to the collection of methods by which researchers derive measures of
human behaviours and contexts from the onboard sensors and logs found in smartphones …
human behaviours and contexts from the onboard sensors and logs found in smartphones …
Unaccompanied migrant youth and mental health technologies: A social-ecological approach to understanding and designing
Research increasingly shows that technology can improve access to mental health
interventions. However, unaccompanied migrant youth (UMY) still struggle in accessing …
interventions. However, unaccompanied migrant youth (UMY) still struggle in accessing …
How are personality states associated with smartphone data?
Smartphones promise great potential for personality science to study people's everyday life
behaviours. Even though personality psychologists have become increasingly interested in …
behaviours. Even though personality psychologists have become increasingly interested in …
Understanding user contexts and co** strategies for context-aware phone distraction management system design
Smartphones are often distraction for everyday life activities. In this work, we envision
designing a context-aware system that helps users better manage smartphone distractions …
designing a context-aware system that helps users better manage smartphone distractions …
Smartphones and ble services: Empirical insights
Driven by the rapid market growth of sensors and beacons that offer Bluetooth Low Energy
(BLE) based connectivity, this paper empirically investigates the performance characteristics …
(BLE) based connectivity, this paper empirically investigates the performance characteristics …