一种面向智慧健康服务的睡眠效果分析方法

doi:10.13196/j.cims.2017.05.024

CORC > 北京大学 > 软件与微电子学院

	一种面向智慧健康服务的睡眠效果分析方法; Smart health service oriented sleep effect analysis method
	莫同 ; 郭颖迪 ; 李伟平 ; 荆婷婷 ; 吴中海
刊名	计算机集成制造系统
	2017
关键词	物联网智慧健康服务睡眠效果分析睡眠质量影响因素 Internet of things smart health service sleep effect analysis sleep quality influence factors
DOI	10.13196/j.cims.2017.05.024
英文摘要	基于物联网设备提供智慧健康服务已逐渐成为社会热点问题之一.针对智慧健康中的睡眠效果问题,提出一种新的睡眠效果分析方法.根据睡眠的生理作用和特点提取健康睡眠特征,设置睡眠效果评估指标,定量分析睡眠效果;为识别影响用户睡眠的关键因素,基于相关性分析方法分析用户对各影响因素的敏感程度.验证实验基于物联网设备采集的睡眠数据和环境数据,实验结果表明,所提分析方法在长周期范围内具有较好的稳定性.; Smart health service based on IOT devices is becoming one of hot spots of society.To analyze the effect of sleep in smart health,a new method was proposed.According to the physiological characteristics,the features of healthy sleep were extracted,and the evaluation index of sleep effect was proposed.The key factors affecting sleep were analyzed,and user's sensitivity to these factors was determined based on correlation analysis.The sleeping data and environment data were collected by IOT equipment,and the experimental verification results confirmed the stability of the proposed model based on a certain amount of training data.; 高等学校博士学科点专项科研基金资助项目(20120001120119,20120001110086).Project supported by the Specialized Research Fund for the Doctoral Program of Higher Education,China; 中国科学引文数据库(CSCD); 5; 1132-1138; 23
语种	英语
内容类型	期刊论文
源URL	[http://ir.pku.edu.cn/handle/20.500.11897/466847]
专题	软件与微电子学院
推荐引用方式 GB/T 7714	莫同,郭颖迪,李伟平,等. 一种面向智慧健康服务的睡眠效果分析方法, Smart health service oriented sleep effect analysis method[J]. 计算机集成制造系统,2017.
APA	莫同,郭颖迪,李伟平,荆婷婷,&吴中海.(2017).一种面向智慧健康服务的睡眠效果分析方法.计算机集成制造系统.
MLA	莫同,et al."一种面向智慧健康服务的睡眠效果分析方法".计算机集成制造系统 (2017).