An Empirical Study of Health Management Motion Sport Game Using Logistic Regression Model to Measure Effective Exercise and Service Recovery Design / 一個健康管理的體感遊戲之實證研究利用羅吉斯回歸來衡量有效運動與服務補救設計

碩士 / 國立清華大學 / 工業工程與工程管理學系 / 102 / Products, customers and service are intimately connected, even in the realm of video sports games. As the media reminds us, the lack of sufficient exercise has become a crucial health concern, even though most people know that regular moderate exercise can promote good physical conditions and help prevent disease. Therefore this research investigates Kinect Sports, an interactive technology tool for health management (product) that involves a simulated sports environment for its users (customers). Kinect’s goal is to help users achieve an effective exercise level that provides them with a high level of satisfaction (service). However, many Kinect users are unaware of whether or not they achieve an effective exercise level. Therefore, this study presents a logistic regression model to detect the effectiveness of exercise and to provide sport service recovery suggestions when effective exercise is not achieved. An empirical study demonstrates the proposed methodology. We collected and analyzed both objective physiological data (e.g., heart rate, blood pressure) and subjective psychological data (e.g., ratings of perceived exertion). Results show the effectiveness of our model which can help users determine the effectiveness of their individual exercise with Kinect, generating uniquely suited guidelines in accordance with different levels of exercise effectiveness.

Identiferoai:union.ndltd.org:TW/102NTHU5031049
Date January 2014
CreatorsChang, Yi-Jie, 張奕傑
ContributorsChiu, Ming-Chuan, 邱銘傳
Source SetsNational Digital Library of Theses and Dissertations in Taiwan
Languageen_US
Detected LanguageEnglish
Type學位論文 ; thesis
Format64

Page generated in 0.0096 seconds