Paper Info
Title
Developing a Mobile Wellness Management System for Healthy Lifestyle by Analyzing Daily Living Activities.
Abstract
It is important to protect health and improve quality of life for people, without causing them inconvenience in today's world. Since most people are living a busy life dealing with various activities at work school, or home, there is a need for systematic analysis of their life patterns. However, since person's life patterns could change depending on ambient environmental factors, an effective management scheme to sped one's state is required. We propose a method, in this paper, to support and enhance the personal healthy patterns by analyzing the daily life data that has been continuously recorded by wearable sensors, such as activity trackers. We implement a mobile wellness management system by learning RNN-based user's lifestyle model, and developing behavior recommendation using greedy policy. We also consider user context and feedback to personalize each user's lifestyle.
Year
DOI
Venue
2017
10.3233/978-1-61499-830-3-146
Studies in Health Technology and Informatics
Keywords
Field
DocType
Health promotion,Life Style: Fitness Tracker
Gerontology,Activities of daily living,Management system,Medicine
Conference
Volume
ISSN
Citations 
245
0926-9630
0
PageRank 
References 
Authors
0.34
0
3
Name
Order
Citations
PageRank
Chae-Gyun Lim1229.50
Zae Myung Kim254.21
Ho-Jin Choi328053.61