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基于本体聚类案例推理机制的高尔夫挥杆损伤检测与评估开放服务平台设计

Design of a Golf Swing Injury Detection and Evaluation open service platform with Ontology-oriented clustering case-based reasoning mechanism.

作者信息

Ku Hao-Hsiang

出版信息

Technol Health Care. 2015;24 Suppl 1:S261-70. doi: 10.3233/THC-151083.

Abstract

Nowadays, people can easily use a smartphone to get wanted information and requested services. Hence, this study designs and proposes a Golf Swing Injury Detection and Evaluation open service platform with Ontology-oritened clustering case-based reasoning mechanism, which is called GoSIDE, based on Arduino and Open Service Gateway initative (OSGi). GoSIDE is a three-tier architecture, which is composed of Mobile Users, Application Servers and a Cloud-based Digital Convergence Server. A mobile user is with a smartphone and Kinect sensors to detect the user's Golf swing actions and to interact with iDTV. An application server is with Intelligent Golf Swing Posture Analysis Model (iGoSPAM) to check a user's Golf swing actions and to alter this user when he is with error actions. Cloud-based Digital Convergence Server is with Ontology-oriented Clustering Case-based Reasoning (CBR) for Quality of Experiences (OCC4QoE), which is designed to provide QoE services by QoE-based Ontology strategies, rules and events for this user. Furthermore, GoSIDE will automatically trigger OCC4QoE and deliver popular rules for a new user. Experiment results illustrate that GoSIDE can provide appropriate detections for Golfers. Finally, GoSIDE can be a reference model for researchers and engineers.

摘要

如今,人们可以轻松地使用智能手机获取所需信息和请求的服务。因此,本研究基于Arduino和开放服务网关倡议(OSGi),设计并提出了一个具有面向本体的聚类案例推理机制的高尔夫挥杆损伤检测与评估开放服务平台,称为GoSIDE。GoSIDE是一个三层架构,由移动用户、应用服务器和基于云的数字融合服务器组成。移动用户配备智能手机和Kinect传感器,以检测用户的高尔夫挥杆动作并与智能电视进行交互。应用服务器配备智能高尔夫挥杆姿势分析模型(iGoSPAM),以检查用户的高尔夫挥杆动作,并在用户出现错误动作时进行提醒。基于云的数字融合服务器配备面向本体的聚类案例推理(CBR)以实现体验质量(OCC4QoE),其旨在通过基于体验质量的本体策略、规则和事件为该用户提供体验质量服务。此外,GoSIDE将自动触发OCC4QoE并为新用户提供通用规则。实验结果表明,GoSIDE可以为高尔夫球手提供适当的检测。最后,GoSIDE可以为研究人员和工程师提供参考模型。

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