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An Intelligent Knowledge-Based and Customizable Home Care System Framework with Ubiquitous Patient Monitoring and Alerting Techniques
Department of Computer Science and Information Engineering, National Taipei University of Technology, 1, Sec. 3, Chung-hsiao E. Rd., Taipei 10608, Taiwan
Department of Electrical Engineering, Fu Jen Catholic University, New Taipei City 24205, Taiwan
Department of Computer Science, National Chiao Tung University, 1001 University Road, Hsinchu 30050, Taiwan
* Author to whom correspondence should be addressed.
Received: 9 July 2012; in revised form: 5 August 2012 / Accepted: 8 August 2012 / Published: 10 August 2012
Abstract: This study develops and integrates an efficient knowledge-based system and a component-based framework to design an intelligent and flexible home health care system. The proposed knowledge-based system integrates an efficient rule-based reasoning model and flexible knowledge rules for determining efficiently and rapidly the necessary physiological and medication treatment procedures based on software modules, video camera sensors, communication devices, and physiological sensor information. This knowledge-based system offers high flexibility for improving and extending the system further to meet the monitoring demands of new patient and caregiver health care by updating the knowledge rules in the inference mechanism. All of the proposed functional components in this study are reusable, configurable, and extensible for system developers. Based on the experimental results, the proposed intelligent homecare system demonstrates that it can accomplish the extensible, customizable, and configurable demands of the ubiquitous healthcare systems to meet the different demands of patients and caregivers under various rehabilitation and nursing conditions.
Keywords: Healthcare systems; knowledge-based systems; patient monitoring; handheld devices; component-based framework; ubiquitous monitoring
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Cite This Article
MDPI and ACS Style
Chen, Y.-L.; Chiang, H.-H.; Yu, C.-W.; Chiang, C.-Y.; Liu, C.-M.; Wang, J.-H. An Intelligent Knowledge-Based and Customizable Home Care System Framework with Ubiquitous Patient Monitoring and Alerting Techniques. Sensors 2012, 12, 11154-11186.
Chen Y-L, Chiang H-H, Yu C-W, Chiang C-Y, Liu C-M, Wang J-H. An Intelligent Knowledge-Based and Customizable Home Care System Framework with Ubiquitous Patient Monitoring and Alerting Techniques. Sensors. 2012; 12(8):11154-11186.
Chen, Yen-Lin; Chiang, Hsin-Han; Yu, Chao-Wei; Chiang, Chuan-Yen; Liu, Chuan-Ming; Wang, Jenq-Haur. 2012. "An Intelligent Knowledge-Based and Customizable Home Care System Framework with Ubiquitous Patient Monitoring and Alerting Techniques." Sensors 12, no. 8: 11154-11186.