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GECAF : a generic and extensible framework for developing context-aware smart environments

机译:GECaF:用于开发上下文感知智能环境的通用且可扩展的框架

摘要

The new pervasive and context-aware computing models have resulted in the development of modern environments which are responsive to the changing needs of the people who live, work or socialise in them. These are called smart envirnments and they employ high degree of intelligence to consume and process information in order to provide services to users in accordance with their current needs. To achieve this level of intelligence, such environments collect, store, represent and interpret a vast amount of information which describes the current context of their users. Since context-aware systems differ in the way they interact with users and interpret the context of their entities and the actions they need to take, each individual system is developed in its own way with no common architecture. This fact makes the development of every context aware system a challenge. To address this issue, a new and generic framework has been developed which is based on the Pipe-and-Filter software architectural style, and can be applied to many systems. This framework uses a number of independent components that represent the usual functions of any context-aware system. These components can be configured in different arrangements to suit the various systems' requirements. The framework and architecture use a model to represent raw context information as a function of context primitives, referred to as Who, When, Where, What and How (4W1H). Historical context information is also defined and added to the model to predict some actions in the system. The framework uses XML code to represent the model and describes the sequence in which context information is being processed by the architecture's components (or filters). Moreover, a mechanism for describing interpretation rules for the purpose of context reasoning is proposed and implemented. A set of guidelines is provided for both the deployment and rule languages to help application developers in constructing and customising their own systems using various components of the new framework. To test and demonstrate the functionality of the generic architecture, a smart classroom environment has been adopted as a case study. An evaluation of the new framework has also been conducted using two methods: quantitative and case study driven evaluation. The quantitative method used information obtained from reviewing the literature which is then analysed and compared with the new framework in order to verify the completeness of the framework's components for different xiisituations. On the other hand, in the case study method the new framework has been applied in the implementation of different scenarios of well known systems. This method is used for verifying the applicability and generic nature of the framework. As an outcome, the framework is proven to be extensible with high degree of reusability and adaptability, and can be used to develop various context-aware systems.
机译:新的普适性和上下文感知计算模型导致了现代环境的发展,这些环境可以响应其中生活,工作或社交的人们不断变化的需求。这些被称为智能环境,它们利用高度智能来消费和处理信息,以便根据用户当前的需求向他们提供服务。为了达到这一级别的智能,此类环境收集,存储,表示和解释了描述其用户当前上下文的大量信息。由于上下文感知系统在与用户交互以及解释其实体的上下文以及他们需要采取的操作的方式上有所不同,因此每个单独的系统都是以自己的方式开发的,没有通用的体系结构。这一事实使每个上下文感知系统的开发都面临挑战。为了解决此问题,已经开发了一种新的通用框架,该框架基于“管道和过滤器”软件的体系结构样式,可以应用于许多系统。该框架使用许多独立的组件,这些组件代表任何上下文感知系统的常用功能。这些组件可以按不同的配置进行配置,以适应各种系统的要求。该框架和体系结构使用模型将原始上下文信息表示为上下文原语的函数,称为“谁,何时,何地,什么和如何”(4W1H)。历史上下文信息也被定义并添加到模型中,以预测系统中的某些操作。该框架使用XML代码表示模型,并描述了体系结构的组件(或过滤器)处理上下文信息的顺序。此外,提出并实现了一种用于描述出于上下文推理目的的解释规则的机制。为部署和规则语言提供了一套准则,以帮助应用程序开发人员使用新框架的各种组件来构建和定制其自己的系统。为了测试和演示通用体系结构的功能,已采用智能教室环境作为案例研究。还使用两种方法对新框架进行了评估:定量评估和案例研究驱动的评估。定量方法使用了从文献回顾中获得的信息,然后对其进行分析并与新框架进行比较,以验证框架在不同情况下的完整性。另一方面,在案例研究方法中,新框架已用于实施众所周知的系统的不同方案。此方法用于验证框架的适用性和一般性质。结果,该框架被证明具有高度可重用性和适应性的可扩展性,并且可以用于开发各种上下文感知系统。

著录项

  • 作者

    Sabagh Angham;

  • 作者单位
  • 年度 2011
  • 总页数
  • 原文格式 PDF
  • 正文语种 English
  • 中图分类

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