使用基于开放的本体论的方法开发人类身体活动和炼的计算表示:太极拳的用例
Eloisa Nguyen1, Rebecca Z Lin2, Yang Gong3
1Seattle Pacific University, Seattle, WA United States.
Proceedings. IEEE International Conference on Healthcare Informatics
|October 28, 2024
概括
研究人员开发了动力人类运动本体学,以模拟人类的身体活动及其组成部分. 这种本体学有助于理解运动和标准化人类运动数据,用于健康结果分析.
科学领域:
- 生物医学信息学是生物医学信息学.
- 运动学 运动学
- 本体学工程学 工程学 本体学
背景情况:
- 像运动这样的体力活动对健康结果有很大的影响.
- 了解运动中的解剖学和生理学的复杂相互作用至关重要.
- 需要一个标准化的信息模型来表示人类的身体活动.
研究的目的:
- 开发一种本体论,以计算方式描述人类的身体活动.
- 模拟物理运动中涉及的实体和序列.
- 为了促进与体力活动相关的健康结果的分析.
主要方法:
- 开发了一个开源的生物医学本体学,命名为动力人类运动本体学.
- 重新使用了OBO Foundry的现有术语.
- 使用OWL2.2编码了本体论.
- 应用了本体学来建模一个特定的太极拳运动.
主要成果:
- 成功创建了一个本体学来表示人类身体活动的组成部分.
- 展示了本体论在模拟太极拳运动中的应用.
- 建立了一个基础,将运动信息与健康结果联系起来.
结论:
- 动力人类运动本体学使人类身体活动的计算描述和建模成为可能.
- 这项工作为人类运动分析的信息标准化做出了贡献.
- 未来的扩展将增强表现力和模型完整的运动集.
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