Personalized user modelling for sleep insight
Sleep is critical to leading a healthy lifestyle. Each day, most people go to sleep without any
idea about how their night's rest is going to be. For an activity that humans spend around a …
idea about how their night's rest is going to be. For an activity that humans spend around a …
N= 1 Modelling of Lifestyle Impact on SleepPerformance
Sleep is critical to leading a healthy lifestyle. Each day, most people go to sleep without any
idea about how their night's rest is going to be. For an activity that humans spend around a …
idea about how their night's rest is going to be. For an activity that humans spend around a …
[PDF][PDF] Personalized User Modelling for Context-Aware Lifestyle Recommendations to Improve Sleep.
Sleep is a significant contributor to leading a healthy lifestyle. Each day, most people go to
sleep without any idea about how their night's rest will be or how they can leverage their …
sleep without any idea about how their night's rest will be or how they can leverage their …
Designing intelligent sleep analysis systems for automated contextual exploration on personal sleep-tracking data
There are many sleep tracking technologies in the consumer market nowadays. These
technologies offer rich functions ranging from sleep pattern tracking to smart alarm clock …
technologies offer rich functions ranging from sleep pattern tracking to smart alarm clock …
SleepExplorer: a visualization tool to make sense of correlations between personal sleep data and contextual factors
Getting enough quality sleep is a key part of a healthy lifestyle. Many people are tracking
their sleep through mobile and wearable technology, together with contextual information …
their sleep through mobile and wearable technology, together with contextual information …
Handling missing data for sleep monitoring systems
Sensor-based sleep monitoring systems can be used to track sleep behavior on a daily
basis and provide feedback to their users to promote health and well-being. Such systems …
basis and provide feedback to their users to promote health and well-being. Such systems …
Modeling behaviors and lifestyle with online and social data for predicting and analyzing sleep and exercise quality
While recent data studies have focused on associations between sleep and exercise
patterns as captured by digital fitness devices, it is known that sleep and exercise quality are …
patterns as captured by digital fitness devices, it is known that sleep and exercise quality are …
0256 Modeling Individual Sleep Needs from Wearable-Device Data
P Shah, R Braun - Sleep, 2023 - academic.oup.com
Introduction There are currently thought to be two processes that interact to regulate one's
sleep/wake cycle: a sleep homeostat, which depends on the amount of time you have been …
sleep/wake cycle: a sleep homeostat, which depends on the amount of time you have been …
Sleepapp: Providing contextualized and actionable sleep feedback
Most commercial sleep sensors typically rely on population-level data and focus on
recommendations based on objective metrics such as sleep duration or sleep efficiency …
recommendations based on objective metrics such as sleep duration or sleep efficiency …
Paris: Personalized activity recommendation for improving sleep quality
The quality of sleep has a deep impact on people's physical and mental health. People with
insufficient sleep are more likely to report physical and mental distress, activity limitation …
insufficient sleep are more likely to report physical and mental distress, activity limitation …