A Context-Aware Interactive Health Care System Based on Ontology and Fuzzy Inference

被引:12
|
作者
Chiang, Tzu-Chiang [1 ]
Liang, Wen-Hua [1 ]
机构
[1] Tunghai Univ, Dept Informat Management, Taichung 40704, Taiwan
关键词
Context awareness; Motion-sensing interaction; Ontology; Fuzzy theory; EHA;
D O I
10.1007/s10916-015-0287-2
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
In the present society, most families are double-income families, and as the long-term care is seriously short of manpower, it contributes to the rapid development of telehomecare equipment, and the smart home care system gradually emerges, which assists the elderly or patients with chronic diseases in daily life. This study aims at interaction between persons under care and the system in various living spaces, as based on motion-sensing interaction, and the context-aware smart home care system is proposed. The system stores the required contexts in knowledge ontology, including the physiological information and environmental information of the person under care, as the database of decision. The motion-sensing device enables the person under care to interact with the system through gestures. By the inference mechanism of fuzzy theory, the system can offer advice and rapidly execute service, thus, implementing the EHA. In addition, the system is integrated with the functions of smart phone, tablet PC, and PC, in order that users can implement remote operation and share information regarding the person under care. The health care system constructed in this study enables the decision making system to probe into the health risk of each person under care; then, from the view of preventive medicine, and through a composing system and simulation experimentation, tracks the physiological trend of the person under care, and provides early warning service, thus, promoting smart home care.
引用
收藏
页数:25
相关论文
共 50 条
  • [1] A Context-Aware Interactive Health Care System Based on Ontology and Fuzzy Inference
    Tzu-Chiang Chiang
    Wen-Hua Liang
    Journal of Medical Systems, 2015, 39
  • [2] Stroke Prediction Context-Aware Health Care System
    Mcheick, Hamid
    Nasser, Hoda
    Dbouk, Mohamed
    Nasser, Ahmad
    2016 IEEE FIRST INTERNATIONAL CONFERENCE ON CONNECTED HEALTH: APPLICATIONS, SYSTEMS AND ENGINEERING TECHNOLOGIES (CHASE), 2016, : 30 - 35
  • [3] An Intelligent and Context-Aware Touring System Based on Ontology
    Wang, Chian
    HCI INTERNATIONAL 2018 - POSTERS' EXTENDED ABSTRACTS, PT I, 2018, 850 : 452 - 457
  • [4] Context-aware and Ontology-based Recommender System for e-Tourism
    Castellanos, Gustavo
    Cardinale, Yudith
    Roose, Philippe
    PROCEEDINGS OF THE 16TH INTERNATIONAL CONFERENCE ON SOFTWARE TECHNOLOGIES (ICSOFT), 2021, : 358 - 372
  • [5] To context-aware learner modeling based on ontology
    Akharraz, Laila
    El Mezouary, Ali
    Mahani, Zouhir
    PROCEEDINGS OF 2018 IEEE GLOBAL ENGINEERING EDUCATION CONFERENCE (EDUCON) - EMERGING TRENDS AND CHALLENGES OF ENGINEERING EDUCATION, 2018, : 1326 - 1334
  • [6] An Ontology-based Context-aware System for Smart Homes: E-care@home
    Alirezaie, Marjan
    Renoux, Jennifer
    Kockemann, Uwe
    Kristoffersson, Annica
    Karlsson, Lars
    Blomqvist, Eva
    Tsiftes, Nicolas
    Voigt, Thiemo
    Loutfi, Amy
    SENSORS, 2017, 17 (07)
  • [7] OWL-DL based ontology inference engine assessment for context-aware services
    Kwon, Ohbyung
    Sim, Jaemoon
    Lee, Myungchul
    AGENT AND MULTI-AGENT SYSTEMS: TECHNOLOGIES AND APPLICATIONS, PROCEEDINGS, 2007, 4496 : 338 - +
  • [8] The Context-Aware Reasoning Health Emergency (CARE) Notification System
    Quinde, Mario
    Mendoza, Miguel
    Criollo, Antonio
    Castillo, Gerardo
    DISTRIBUTED, AMBIENT AND PERVASIVE INTERACTIONS: SMART LIVING, LEARNING, WELL-BEING AND HEALTH, ART AND CREATIVITY, PT II, 2022, 13326 : 320 - 335
  • [9] CaFIRST: A context-aware hybrid fuzzy inference system for the similarity measure of multivariate trajectories
    Sharif, Mohammad
    Alesheikh, Ali Asghar
    Tashayo, Behnam
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2019, 36 (06) : 5383 - 5395
  • [10] An Ontology-Based System for Context-Aware and Configurable Services to Support Home-Based Continuous Care
    Paganelli, Federica
    Giuli, Dino
    IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE, 2011, 15 (02): : 324 - 333