| Poster: Emotion-Aware Smart Tips for Healthy and Happy Sleep | |
| Yanxiang Guo; Xiaoyi Yang; Jiao Zhang; Chunbin Zhong; Yilong Li; Xiping Hu; Bin Hu; Jun Cheng; Zhaolong Ning | |
| 2017 | |
| 会议地点 | Snowbird, Utah, USA |
| 英文摘要 | People spend up to one-third of lives asleep, and healthy sleep habits can make a big difference in their quality of life. But in modern society, many people have unhealthy sleep diaries and suffer from various sleep disorders, which may result in irregular mood fluctuations or even mental health problems such as anxiety and depression. We propose the Emotion-Aware Smart Tips (EAST), a novel approach that could help to inform users about their irregular emotional states with smart tips to improve their sleep qualities. EAST aims at helping users keep healthy sleep schedules and emotional states by providing smart tips through a novel model that combines multivariate regression, random forest, and neural network to quantify the relations between sleep patterns and emotional states. Prototype implementation and initial experiments of EAST in mobile phones have demonstrated its desired functionality and practicality for real-world deployment. |
| 语种 | 英语 |
| 内容类型 | 会议论文 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/11829]  |
| 专题 | 深圳先进技术研究院_集成所 |
| 作者单位 | 2017 |
| 推荐引用方式 GB/T 7714 | Yanxiang Guo,Xiaoyi Yang,Jiao Zhang,et al. Poster: Emotion-Aware Smart Tips for Healthy and Happy Sleep[C]. 见:. Snowbird, Utah, USA. |
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