A semantic-based representation and analysis of monitoring data for self-adaptive systems

A. Jemal, Riadh Ben Halima, Hend Ktait, M. Jmaiel
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引用次数: 0

Abstract

In the current decade, computing turns towards smart, mobile and ambient devices. Consequently, applications and services have to be aware in order to react to a highly dynamic context (available resources, environmental conditions etc.) and adapt their structures and behaviours. In a such environment (e.g., smart buildings), interoperability is highly recommended, especially for contexts where connected entities need to understand one another and an analysis module is built based on exchanged data querying in order to detect alerting situations. In this paper, we propose an ontology model for smart building allowing the representation of smart entities monitoring data and a rule based analysis. We elaborate domain ontology for the smart building space and implement a prototype using Protege and Pellet. Furthermore, we define smart rules using SWRL in order to analyse the context and generate alerts regarding abnormal behaviours.
基于语义的自适应系统监测数据表示与分析
在当前的十年中,计算转向智能、移动和环境设备。因此,为了对高度动态的上下文(可用资源、环境条件等)做出反应并调整其结构和行为,应用程序和服务必须具有感知能力。在这样的环境中(例如,智能建筑),强烈推荐互操作性,特别是对于需要相互理解的连接实体和基于交换数据查询构建分析模块以检测警报情况的上下文。在本文中,我们提出了一个智能建筑的本体模型,允许智能实体监控数据的表示和基于规则的分析。我们为智能建筑空间设计了领域本体,并使用Protege和Pellet实现了一个原型。此外,我们使用SWRL定义智能规则,以便分析上下文并生成有关异常行为的警报。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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