Consumer Wearables and Affective Computing for Wellbeing Support
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26 citations
Cites background from "Consumer Wearables and Affective Co..."
...These physiological changes can be captured by sensors embedded into wearable devices that can measure [3]:...
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"Consumer Wearables and Affective Co..." refers background or methods in this paper
...Therefore, we apply in the WellAff system the concept of Ecological Momentary Assessment (EMA) [43], which is in line with Descriptive Experience Sampling (DES)....
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...EMA is particularly suited for studying substance use – in our case, strong affect events....
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...If they agree, the phone application provides the EMA-type questionnaire [43] - a list of affective states along with the open text option....
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...EMA, in turn, is a data collection method in real-time and in real-world settings to avoid retrospective biases and gather ecologically valid data....
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486 citations
"Consumer Wearables and Affective Co..." refers methods in this paper
...Data from SpO2, ECG, RSP, and MIC allow us to diagnose the sleep apnea [15, 28, 33]....
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...They can also provide other data derived from the monitored signals: HR - heart rate (extracted either from BVP/PPI or ECG/RRI), STP - number of steps, RSP - respiration rate, EDR - RSP from ECG, CAL - calories burned, SP - sleep phases....
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...Those signals can be supplemented with ACC, GYRO SKT, RSP [2, 23, 27, 39, 40], as well as with UV, GPS, and MIC data [25]....
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...Bio-signals related to stress include EEG, ECG, BVP, EDA, SKT, and RSP [9, 18]....
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426 citations