IoTMindCare:一个整合性参考架构,用于基于物联网的安全和个性化的抑郁症管理
Sanaz Zamani1, Roopak Sinha2, Samaneh Madanian3
1Department of Computer Science and Software Engineering, Auckland University of Technology, Auckland 1010, New Zealand.
Sensors (Basel, Switzerland)
|November 27, 2025
概括
一个新的参考架构,IoTMindCare,为基于物联网 (IoT) 的抑郁症管理提供了灵活和安全的基础. 它增强了个性化和安全性,解决了当前系统的局限性,以获得更好的心理健康支持.
科学领域:
- 数字健康数字健康
- 心理健康技术 心理健康技术
- 物联网 (IoT) 的物联网 (IoT) 的物联网.
背景情况:
- 传统的抑郁症管理缺乏实时,个性化的支持.
- 现有的物联网 (IoT) 心理健康原型在实际应用中面临挑战.
- 在强大的架构框架,设备多样性和基于技术的抑郁症护理的用户特定需求中存在差距.
研究的目的:
- 使用物联网开发一个安全和个性化的抑郁症管理的参考架构.
- 引入IoTMindCare,一个整合最佳实践和未来创新的架构.
- 解决当前基于物联网的心理健康解决方案的局限性.
主要方法:
- 对当代物联网抑郁症管理解决方案的结构化审查.
- 用于IoTMindCare架构的属性驱动设计 (ADD).
- 架构权衡分析方法 (ATAM) 用于评估.
主要成果:
- IoTMindCare具有模块化,分层设计,具有跨层交互.
- 个性化包括持续的,上下文意识的反和安全机制.
- ATAM的评估表明,IoTMindCare显著提高了安全性和个性化,与现有的设计相比.
结论:
- 对于物联网抑郁症管理系统,IoTMindCare提供了一个灵活,安全和可扩展的基础.
- 该架构使可适应的解决方案能够整合当前的研究和未来的进步.
- IoTMindCare 作为一个统一的参考架构,巩固了先前的物联网心理健康解决方案的设计原则.
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