An Intelligent Human Support System Using Motion Patterns and Environment Information
Yihsin Ho, Kazumasa Murakami, Tomomi Shibano,
Eri Sato-Shimokawara, and Toru Yamaguchi
Faculty of System Design, Tokyo Metropolitan University, 6-6 Asahigaoka, Hino, Tokyo 191-0065, Japan
Developments in modern technology bring people increased convenience, but at the same time, problems associated with the usage of technology can irritate people. The authors have designed a system that supports users and does not require users to learn how to use it. The system concept was applied to the construction of a health care system. In this system, the first step is to recognize a user’s motion. The system detects human motion and applies the data to determine human motion patterns, thereby learning the user’s action by the motion patterns and environment information. After recognizing the user’s action, the action data is used to calculate the user’s health situation. This enables the system to provide support or give suggestions to the user. In this study, the authors used action data collected by human individuals and calculated the user’s health situation to determine the performance and usability of the health care system.
Eri Sato-Shimokawara, and Toru Yamaguchi, “An Intelligent Human Support System Using Motion Patterns and Environment Information,” J. Adv. Comput. Intell. Intell. Inform., Vol.15, No.6, pp. 723-730, 2011.
-  T. Moeslund, A. Hilton, and V. Krger, “A Survey of Advances in Vision-Based Human Motion Capture and Analysis,” Computer Vision and Image Understanding, Vol.104, No.2, pp. 90-126, 2006.
-  C. Chang, G. Ohbayashi, and T. Yamaguch, “Information Presentation Support of a Car Robotics System based on Humatronics in Intelligent Transportation Systems,” The 4th Int. Symp. on Computational Intelligence and Industrial Applications (ISCIIA2010), Beijing, China, pp. 26-32, 2010.
-  Y. Motohashi, “The health of night person,” Sankaido Publishing Co.,Ltd., Tokyo, 2006. (in Japanese)
-  T. Hosaka, “The living art for well sleep of “Clever people”,” Chuokoron Shinsya, INC., Tokyo, 2005. (in Japanese)
-  Ministry of Health Labour and Welfare Japan, “Exercise and Physical Activity Guide for Health Promotion 2006 – Prevention lifestyle related disease (Exercise Guide 2006),” Tokyo, 2006. (in Japanese)
-  H. Izumida, S. Tanaka, and A. Hikihara, “The METs table of physical activity, National Institute of Health and Nutrition,” Tokyo, 2007. (in Japanese)