中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Poster: Emotion-Aware Smart Tips for Healthy and Happy Sleep

文献类型:会议论文

作者Yanxiang Guo; Xiaoyi Yang; Jiao Zhang; Chunbin Zhong; Yilong Li; Xiping Hu; Bin Hu; Jun Cheng; Zhaolong Ning
出版日期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
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.

入库方式: OAI收割

来源:深圳先进技术研究院

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